Thursday, December 1, 2016
††††††††††††††† I worked up to Davidís today, getting home before 2PM.† Mae went with me for my appointment with Jennieís.† We stopped at Maddockís and bought chicken and French fries for dinner.† Mae attended choir practice this evening.† I watched two shows on TV while she was gone.† I then spent about two hours working on an invoice for David.† I then caught my journal up to date.† It seems to be easy to miss a day or two and then I have trouble remembering what I did and when.† Itís now bed time so good night.
Friday, December 2, 2016
††††††††††††††† I got up early as I volunteered to go to the Catholic Food Bank and help distribute food to the needy.† Mae of course got up and got my breakfast ready for me.† She was going to also go over there but I told her No!† Standing on those hard floors would be too hard on her.† She also had too much to do here at home in preparing for our Grand-Childrenís Christmas party.† I road over with Brother Max Fife who also volunteered to help.† That way it left the car for Maeís needs.† Mae was gone to the stores when I returned home.† I got some lunch and then took a short nap.† This afternoon and evening I spent decorating our Christmas tree.† Mae worked all day on the party plans.† This evening I watched a TV show that was good on the TCM channel.† It was after 10PM when we got to bed.
Saturday, December 3, 2016
††††††††††††††† We got up early and helped with the cleaning of our Church house. †Shortly after returning home Sister Blanch Ervin called and asked if she could bring her outside timers over and have me show her how to set them. I went over there as next on my list was to go to Sister Leah Neilsonís to install a porch light.† It only took me a few minutes to set them for her.† At looking at Leahís job I realized that I needed some more parts.† I went home and ate lunch and then to get the parts.† When I left Davidís place yesterday, I had got what tools and supplies I thought I would need to install the light but I guess I didnít get all of them to my truck.† Without those tools it really made the job much harder and I finally had to back to Home Depot to buy some tools in order to complete the job.† It took me much longer than I had expected.† Mae has been busy all day getting ready and having her Grandmaís Christmas Party for the older Grand-children.† She sure goes all out to make it memorable for the children.† I am sorry that I didnít help her more and when I did get home, I was so tired that I didnít help much, in fact I set down in the chair in our bedroom and fell asleep.† Mae woke me when David, Shauna, Mike and Becky came to get their children.† Emily and Tyler left early to go to work and Kylan drove he and Ashley home.† I help Mae clean up, and rearrange the furniture after they all left.† Even though we were tired Mae cut my hair and we took showers before going to bed.
Sunday, December 4, 2016
††††††††††††††† I filled in yesterdayís journal and we watched the Tabernacle broadcast.† I told Mae that I had better get ready to go as Brother Lane Johnson was coming in less than an hour to get me.† I had volunteered to help with the assignment our Ward has given to help with the Sacrament meeting at the Heritage Nursing Home.† Just then Lane knocked at our door.† I was an hour late with my calendar.† I invited Lane in while I hurried and got ready.† I am so glad that I helped as it was such a special experience.† By the time we got home it was almost time for us to leave for our Wards meetings.† Fast and Testimony meeting was very Spiritual without any lull between testimonies.† Mae and I attended Tithing Settlement this evening and then when we got home we watched the 1st Presidency Christmas message.† Following that we watched a beautiful Christmas show on BYU, followed by the Vocal Point.† It has been a beautiful Sabbath Day!
Monday, December 5, 2016
††††††††††††††† We got up early as I have an appointment at the V.A. Sleep Center in Salt Lake at 9:30am.† Mae also has a funeral to help with followed by a ďDaughters of The Utah Pioneers Christmas lunchingĒ that she attended.† When I got home I had some lunch, took a nap and went up to Davidís and worked 4 Ĺ hours.† After getting home we had dinner and then went over to visit Georgia and Rick.† We enjoyed visiting with them.† Rick is doing quite well with the new hip replacement.† On the way home I realized that we were getting low on fuel so I stopped and filled the gas tank up for Mae.† It is getting late and I want to go back up to David and Shaunaís in the morning, so we had better get to bed.
Tuesday, December 6, 2016
††††††††††††††† I returned the Hammer drill that I rented yesterday.† I had to return home as I had forgotten my driverís license.† I stopped at Home Depot where I added David to my account so he can make payments directly my account.† It was almost noon when I got to Davidís so I ate my lunch and went to work.† It took me some time to get the beam postís ready to set the beam on them.† I also framed the closet where we will install the washer and dryer.† I didnít feel tired when I left for home but when I got home I just lost all energy.† We watched a great Christmas production that was held at the Conference Center.† It was really a fantastic production.† Next we watched a nature show before going to bed.
Wednesday, December 7, 2016
††††††††††††††† I woke at 3am and as usual while I am in the bathroom I read more in the book, The Infant Atonement.† What a marvelous book that is and it bring such insight of what the Atonement has done for each of us.† It also brings to sight the great love Jesus has for all of us and especially the Love our Heavenly Father has for each of us and especially the love he had for us in order to allow His First born Son to fulfill the Eternal Laws that we his children to be able to have our sins forgiven if we will also follow the Eternal Laws.
††††††††††††††† Lane Johnson called me last night asking if I could help a widow that is moving in to trailer space 290, unload furniture from her moving trucks into the house.† I went down at 9am and with the help of several brothers we got the two trucks unloaded.† Mae also came down and helped for a while.† I came home and had lunch and then went up to David and worked until after 5pm.† I am sure tired this evening and feel like I am getting a head cold.
Thursday, December 8, 2016
††††††††††††††† I got up early and left for Davidís shortly after 7am as the I-beam should be delivered.† I have been concerned with the weather but it didnít snow until after the beam was delivered and they were able to deliver it to the top of the driveway.† I work until 2pm before going home.† My head cold is getting worse this evening.† I watched a couple of shows on TV but there really wasnít much on tonight so worked on my journal before going to bed.† Mae had Choir practice this evening.† She sure keeps going all the time.† She is also spending a lot of time working on getting some of our old home movies ready to give a copy to each of the children as a Christmas gift.† It is now 8:30pm but I think I am going to bed.
Friday, December 9, 2016
††††††††††††††† I woke at 3am and slept of and on all day.† I have watch TV shows in between.† I have done a little reading and have help Mae a little.† Mae is sure a great wife and tries to comfort and care for me all she can.
Saturday, December 10, 2016
††††††††††††††† I did wake at 6am and enjoyed reading for Ĺ hr from the book ďThe Infinite AtonementĒ by Tad R. Callister.† With the exception of the Scriptures, I believe this is the greatest book I have read.† Davidís family gave us that book for Christmas 2006.† Mae and I have read it twice and now I am enjoying rereading it the third time.† It puts into marvels perspective the Great Atonement and Sacrifice that our Savior performed for each of us.† At 7am I tried to find something on TV to watch as I didnít want to wake Mae by going back to bed.† I called David this morning and suggested that with Tyler, Scott and Kylanís help they should just roll the beam into the house on two furniture dollies rented from Universal Rental.† David later called me back and told me they had no problems getting the beam in but they were concerned that the beam night be 1/4th inch too long.† I assured him that that would be no problem as I have already thought out the problem.† I believe I am feeling a little better today but am not taking chances of getting worse.† Mae went to Layton to pick up our vacuum and while there she visited Sister Judy Purlit who is in a Fairfield Village rehabilitation home.† Sandi and Gary came about 1:15PM and brought us two wire deerís for outside decorations.† They are an early Christmas gift from Shellie and Sandy. †Gary and Sandi also stayed and helped us assemble them but it was raining to hard, so we didnít get them set outside today.† I have watched TV most of the day, just wanting to get better.† Tonight I watched a BYU vs Colorado basketball game which BYU won.† It is now after mid-night so we will go to bed.
Sunday, December 11, 2016
††††††††††††††† I slept fairly well waking before 6am.† I havenít felt sick but just no energy.† I turned on the TV to BYU and watched a LDS Sacrament meeting which I really enjoyed.† We then ate breakfast while we watched the special Christmas Devotion of Christmas.† This was very enjoyable and really emphasized the Spirit of Christmas as the most importance event (the Birth of Jesus Christ) that has happened, combined with the Crucifixion and Resurrection of Christ in making it possible for all life to receive resurrection from Death and Sin.† I didnít feel well enough to attend Church but went back to sleep.† After getting up I enjoyed reading more from ďThe Infinite AtonementĒ.† I have also enjoyed the BYU channel today.† Mae attended meetings and after getting home she went to a couple of homes visiting and wishing them a Marry Christmas.
Monday, December 12, 2016
††††††††††††††† I slept well last night but still stayed home.† I did get the trash out and set the two deer up in front.† Mae went down to try to help the Hiltonís prepare to move into an assisted living facility.† Well, Mae wasnít down there very long as Evie didnít feel well so she hasnít decided where they are going to go yet.† I sure donít know how this whole thing is going to work out.† Mae went over to her siblings gathering at Georgiaís.† I didnít feel that I am over this bug enough to take a chance of giving it to someone else.† I stayed home and didnít accomplish much.† When Mae returned this evening we went to K Mart and Home Depot for a few items.† We ate and soon went to bed.
Tuesday, December 13, 2016
††††††††††††††† We both slept well last night and planned on attending the Temple with our Ward this morning.† As we set down to eat breakfast Maleah called.† She had taken a friend to the Salt Lake Air Port and was on her way home.† She just wanted to stop to see us.† We decided that might be the most important and maybe we could attend the Temple later.† We did have a good visit with Maleah and enjoyed Jabin being with her.† She is so good to Jabin, in fact you would almost think he were her own child instead of a brother.† After they left I felt quite weak and so laid down and slept for almost two hours.† I helped Mae with some of her Christmas preparations and then this evening we went up to Morgan to support Conner in a Christmas Choir Consort.† It was 9pm when we got home so we got a snack before going to bed.† Mae sure keeps busy, trying to get ready for all the Christmas activities and also trying to help the Hiltonís get moved into an assistant living center.
Wednesday, December 14, 2016
††††††††††††††† I woke about 7am and was able to read more in ďThe Infinite AtonementĒ and as I read I feel very impressed that the Hiltonís and their son Michael really needs to read this book and especially chapter 19, but how to get them to do so, I donít know.† Mae and I talked about it but could not come to a conclusion as what to do for them.† While Mae was preparing breakfast she was also down loading pictures from an external hard drive to DVDís when the computer froze up.† We tried resetting the computer but without success.† I took the computer down to Best Buy and had the Geek squad look at it.† He just pulled the battery, held the power key for a few seconds, to drain all power reserve and waited another minute before putting the battery back in place and restated the computer.† It came up without any problems.† There was no charge and I was on my way.† From there I went to Tom Randallís in Layton where I purchased two 5 gal cans of kerosene at a much cheaper price than I could have bought it at Home Depot.† on the Way home I stopped at Winagerís in Clearfield and bought some groceries for Mae.† This evening Mae and I went Home Teaching and Relief Society visiting to Sister Neilson, Sister Neilson, the Hiltonís and the Siglinís.† We also took Christmas treat to the Hunsakerís, and Jamie, and the Terkelsonís.† After returning home we finished transferring all the pictures on to DVDís for the childrenís Christmas gift.† That has been a big project to have all our home movies that were on VHS reals, transferred to a Portable External hard drive and then to DVDís.† I hope that it will be worth it!
Thursday, December 16, 2016
††††††††††††††† We went up to look at the Treeo Retirement Center with the Hiltonís.† It is really very nice and we hope they get the unit that we saw.† I went to the VA Center in S.L. and got my hearing aids.† They sure bring in the sounds but I realize that it will take a while to get use to them.† Right after I arrived home from S.L. Mae went to choir practice.† I watched a show on TV and then when Mae got home we watched another show ďChristmas in ConnecticutĒ that we enjoyed.† We are not where the time went but it was after 11pm before we went to bed.
Friday, December 16, 2016
††††††††††††††† When I woke at 4am Mae was in the other room sleeping.† I returned to bed and slept until almost 8am.† Mae hadnít slept very much last night so I tried to let her sleep in but the phone rang before 9am and got her up.† After breakfast I went over to the Ervinís and installed Led tubs in place of their florescent fixtures.† It sure changed the lighting in their kitchen.† Mae has been busy all day getting ready for Christmas.† She has most of the Family Christmas gifts ready that we need to take out to or family Christmas party tomorrow.† She also has prepared Christmas treats to take around to some in our Ward.† I wish that something could be taken out to especially the Widow and widowers.† I remember in the Mound Fort Ward of the Bishopric doing that.† We have had several in our Ward that has stopped by with Christmas treats for us.† It is special even though many of them we canít eat, but we appreciate the thoughts.† This evening we took treat out to several.† After returning we watched a cute Christmas show on Netflix.† I then helped Mae wash and dry the plastic cups for tomorrow.†
Saturday, December 17, 2016
††††††††††††††† We were up early so that we could be out to Tooele where Sandi is hosting our Family Christmas party.† We had most of our family there except Mikeís family and Shellieís family.†  Mae and I are concerned as we seem to be leaving the Spiritual meaning of Christmas out and it is just a great Family gathering.† What to do???? Sandi had reserved the cultural Hall at the Stake center.† There was a Baptismal also scheduled at the Stake center but it did not interfere with our activities and I hope we did not disturb there program.† We were cleared out by 2:30PM just as another family was coming in to use the building.† Mae and I then drove over to Sandiís to see their decorations.†† This picture is the tree that I build for Sandi, with all her trimmings on.† Gail also came over.† I am very concerned over Ben and Matt as they would not come in to be with us.† Ben has decided that he wonít ware any pants except shorts.† Gail has told him that she would accept that unless the temperatures are too cold, which today is.† There for Ben was going to stay in the car, which Matt decided, I guess to spit, he also stayed in the car.† Again ???? I donít know! †From there Mae and I found the motel that JaNae, Brad and their children have been put in after they were evicted from a home they were renting.† We had a nice visit with them, but we feel that these children are taking the blunt of their parents actions and feelings.† Again ???? I donít know!† Just as we were leaving, and I had got Mae into the car and I was just getting in, Mae thought of something and jumped to run back to the apartment.† I heard a crash and looked to see what it was.† Mae had slipped and fell but she was up and running to the door.† She gave them the Christmas Crunch we had left over.† When she came back and got in the car, she said that she was ok.† We drove home, getting there just before 5PM.† Tim had called me earlier and said that he wasnít feeling the best and so wouldnít be going with us.† Marry called as we were coming home and said that it was too cold so she didnít want to go out in this weather.† Mae quickly came in the house and called Jacky but she said that she wasnít feeling up to going.† Oh well! We went to the Ward Party and had an enjoyable time.† After the social ended we stayed and helped with some of the clean-up.† We won a DVD at the Family Christmas Party so we decided to watch it.† It was kind of lame but we enjoyed the time together.
Sunday, December 18, 2016
††††††††††††††† We slept in and then enjoyed watching the Tabernacle Choir broadcast.† I fixed a quick breakfast that we ate while watching the program.† I caught my journal up to date.† We left for our Church Block meetings a little early as Mae will be singing in the choir today.† We really had a good turnout for Sacrament meeting today.† A lot of friends and family came for the special Christmas program.† Our choir did a very special performance with The Bells playing in two numbers and Sister Barbara Dainardís granddaughter McKenna singing a solo and also a second number with the choir.† It was a very special program.† Ron and Dian Graf also came over to support Mae and be with us.† After the Sacrament meeting program finished they went home to be with Family.† Mae and I remained for the block, we then returned home.† Mae prepared a nice dinner and then I took a nap.† Brother and Sister Hunsaker came Home Teaching and Visiting Teaching at 6pm.† After they finished Mae and I went over to the viewing for Sister Okey.† There was a very large turnout for that viewing.† From there we drove around the Roy City complex to see the Christmas Lights.† They have really done a nice job with the lighting decorations.† We had a light snack and I entered this entry before we went to bed.
Monday, December 19, 2016
††††††††††††††† I went up to Davidís and worked.† Tyler was there to help me and we got the beam already to set in place.† We worked until 1pm when Tyler had to get ready to go somewhere.† I went down to Durkís and picked up the parts to install for the dryer vent.† I had to purchase a 3 Ĺ inch saw bit, then I went to Universal Rental and rented a material lift, getting home just in time to change before the Garfís came.† We went to eat at Chuck-A-Ramaís in Bountiful.† After eating we went to Temple Square.† I had brought our Snowmobile clothing which we changed into so that we might keep warm.† Ron had also brought hand warmers and they really helped.† After enjoying Temple Square, Ron drove us around the downtown area to also enjoy those decorations.† We stopped at a Gas Station where we used the restrooms and got some treats to eat.† On the way home we went into Layton to the park and drove through their area that is beautifully decorated.† They have made several changes from years past which made it even more enjoyable but we had to drive through three times to see it all.† Ron then stopped at the Roy City Offices and we enjoyed the decorations there.† At both Parks, Ron was able to tune the radio into the station in which the music was being transmitted, which made it even more enjoyable.†
Tuesday, December 20, 2016
††††††††††††††† I worked up to Davidís today.† Tyler and I were able to install the steel-I-beam that will support the area where I removed the bearing wall.† I had rented a material lift yesterday afternoon, however when we set it up today, the forks were missing.† Tyler drove back down to Universal Rental and got the forks.† With the lift we were able to move the beam into place and install the bearing posts.† On the way home I returned the Material Lift and picked up a Concrete Saw.† When I got home I was tired and so I just watched TV.† Mae was busy wrapping Christmas presents and getting things ready for the ďGrandmaís Christmas PartyĒ for the younger Grandchildren tomorrow.
Wednesday, December 21, 2016
††††††††††††††† I picked up some material at Bolt & Nut before going up to Davidís.† when I went to pay for the parts, their computers were down and so they couldnít take my Credit Card.† All the cash I had was a $10.00 bill and so they accepted that for payment.† With Tyler and Emilyís help we cut and removed some of the concert flooring to allow us to add the needed plumbing in the basement.† I returned the Concrete Saw to Universal Rental and came on home.† I was really tired so I took a nap before getting ready to go out to eat, at Sizzlerís, for Maeís Birthday.† Sandi, Gary, David, Shauna, Scott, Mishelle, Jeff and Gail all joined us.† We had a wonderful dinner and visit with each other.† When we got home I tried to find the BYU vs Wyoming Basketball game that we saw the first part of on the TV, while eating.† However I could not find the channel on our TV but did find a Movie channel and watched the show ďThe Halls of St. MaryĒ and so watched it until we went to bed.† I was very tired and hurt in my lower back, knees, ankles and wrists, and so rubbed Thera-gesic on those areas before going to bed.
Thursday, December 22, 2016
††††††††††††††† Mae had got up earlier but she woke me about 9am.† After breakfast I helped Mae for a little while and then went to Little Caesarsí and picked up Pizzaís for the party.† The children were here when I got back.† I was tired and the noise of the children was bothering me so I went in the bed room and laid down and soon went to sleep.† I slept for over an hour before the phone woke me.† The children really enjoyed the party and Mae enjoys making them happy.† Mae got the idea for having these Christmas parties from Sister Hinckley.† The retirement center sent Mae some measurements of the unit that the Hiltonís are looking at and so we took them down to the Hiltonís but they were not at home.† We took a Christmas treat to Bishop and Sister Presnell and to two Sisters in our Ward.† We also stopped at Marianneís and picked up the check form the electric co. for the reimbursement of the cooler that I installed for Marianne last June.† I didnít think we would ever see that money again.† Marianne needed someone to pick up a prescription slip from Utah Pain and Rehab in on 12 and Wall so we went in and got that for her.† She also told Mae that she was out of dog food so Mae called her to find out the brand of dog food and said that we could stop and get that for her.† She then asked us to get some cat food, some yogurt and milk for her.† We are not sure whether we are helping some people or just being used?† When we took the food to her she gave s a check.† The last check we took for her didnít clear and we ended up throwing it in the trash??† After getting home Mae prepared some dinner while I caught my journal up to date.† We then went into the living room and watched a show on TV before going to bed.
Friday, December 23, 2016
††††††††††††††† I woke at 6:30am and not wanting to wake Mae I went into the front room and read from ďThe Infinite AtonementĒ.† Oh! How I wish that I had learned to read, the enjoyment of reading and the need for reading so much earlier in life.† I heard my Father say, ďI only graduated from the 4th grade and I made out ok.Ē† My mother quite school as she started the 11th because of a teacher, finances and to get married.† I still remember of coming home from school and asking why I had to go to school and the answer I got was ďthe law says you have to go to school until you are over 16 years oldĒ.† I am not trying to criticize or put the blame on my parents but I often remember the lines of the poet ďThe sadist words of speech or pen are, it might have beenĒ.† Mae slept until 8am before waking up.† I was preparing an omelet for breakfast when Jeff brought the children over.† He only stayed for a few minutes.† The children had eaten and so were not hungry.† After breakfast Mae spent time with the children playing games and they started putting the puzzle together that Sandi had given Mae as a birthday present.† I spent quite a while drawing the bathroom plans for David and Shaunaís bathroom downstairs.† After lunch I joined Mae and the children in building graham cracker houses.† I cut out cardboard squares and covered them with tinfoil, for them to build on.† Rachel wanted to build a bell tower so I helped her with that.† This evening we let the children pick a movie on Netflix and we all watched that together.† Mae cooked fried chicken for dinner and they all ate fairly well.† There was some problem when it came time for bed but Mae worked that out with them fairly well.† I wasnít as patient and so I went into our bedroom and read from my book.† Mae and I played a game of Rummikub and Mae won by 94 points.† We then went to bed.
†Saturday, December 24, 2016†††† Twas the day before Christmas!
††††††††††††††† Mae didnít sleep well so I let her sleep a little longer.† I heard the children up, so I got up shortly after 7am.† Mae had set the dishes out for breakfast, also the muffin pan was filled with the paper cups and a muffin mix was to the side of it.† Mae had also set the large package of bacon out to thaw, so I broke it down into smaller packages and put it back in the freezer.† I mixed and baked the muffins and cooked scrambled eggs for breakfast. †The children were eating when Mae came out.† After breakfast I helped clean up the kitchen and get the dishes washing in the dish washer.†† I started this journal entry and then played two games of Hearts on the computer. †I won both games by shooting the moon in each game.† Mae and I played a game of Old Pig with the children.† As we started the game I told Mae and the children that this morning was my lucky day, so watch out.† I ended winning the game at the end by being able to take all the cards. Jeff came about the time that we finished the game.† After they left we took showers, packed the car with our Christmas gifts for or family.† We took some information to the Hiltonís concerning the rental of a U-haul trailer, and some Christmas treats to three families.† We then drove up to David and Shaunaís where we spent the night.† Shauna had bade a very nice Christmas Eve dinner that we all enjoyed.† David asked us to tell some of our experiences that we remembered about Christmas when we were children.† It was 10:30 or later that we got to bed.† It was just lightly snowing when we turned off the lights and went to bed.
Sunday, December 25, 2016†††††††††††††††††††††††† Christmas Day!
††††††††††††††† I woke at 3:30am as did Mae but Mae soon went back to sleep while I read for a Ĺ hour before going back to sleep.† We got up at 5:30am to open Christmas gifts.† It was a very enjoyable time of sharing love expressions as we exchanged gifts.† It was certainly a bountiful Christmas.† Shauna and David prepared a wonderful breakfast.† After breakfast Mae cuddled up in a soft blanket that we received for Christmas, on the recliner and took a nap.† I went up stairs and cuddled up on the bed and went to sleep.† We woke in time to attend Church services at David and Shaunaís Ward.† It had snowed during the night and snow was still falling this morning.† I called Sandi and she said that they had a lot of snow out their way.† We had hoped to attend Church at Chelci and Steveís Ward as Chelci will be singing and Sandi is going to accompany her.† With the snow we decided not to go out.† David tried to clear a path down from their house to the road.† I slipped part way down but we ok.† Then just before reaching the truck I again slipped but this time I fell backwards and hit pretty hard.† We attended meeting and really enjoyed partaking the Lords Super as well as enjoyed the program that was put on by the Ward Choir.† We came home from meeting and packed our belongings.† We came home and left some of items there and went over to Gailís Mothers home.† Jeff and Gail and their family are staying there.† Jeff has to go home tomorrow as it is Year End Closing at the plant.† Gail and the children will be staying for a few more days.† Gail, Jeff, Mae and I played a game of Hearts in which I won.† We left there shortly after 5pm and went to Scott and Mishelleís.† Mishelle had dinner just about ready, then after dinner we gave them our gifts to them.† We got back home about 8:30PM and though we were tired it still too us a while to get to bed.
Monday, December 26, 2016
††††††††††††††† We had a hard time getting up this morning.† I did get some reading in before getting ready for the day.† We still had things to put away, plus I needed to clear snow from the driveways and sidewalk.† It was 10AM before I left for Davidís.† I did get a 30 amp breaker installed to a four way outlet box.† This way I will have power downstairs to work with.† I then installed 9 inch lag bolts into the bearing post so it added security and strength the post.† David, Shauna and I worked more on the plans, making some changes to them.† It was there about 5 hours today.† After getting home I showered and then took a nap.† I slept for over 40 minutes.† Mae has been busy with house work and then she went to the Hiltonís to try to help them.† Evelyn wasnít feeling well so there wasnít much she could do for them.† This is really making it hard trying to know what we can do to help them.† I finally called Brother Hess and visited with him about our concerns.† He will meet with Bishop Presnell in the morning and get back with us with some advice.† We watched a show on Netflix while we ate our dinner.† It is now after 10PM so we will soon go to bed.
Tuesday, December 27, 2016
††††††††††††††† We got up and spent most of the mornings trying to help the Hiltonís prepare to move.† This afternoon we went to the Temple.† Bishop Presnell is the only other person from our Ward that attended.† Following the session the three of us went to the cafeteria for lunch.† It gave us a chance to visit with Bishop about the moving of the Hiltonís.† He also told us that Brother Gene Barfuss died this morning after several days in the hospital.† The funeral will be next Monday morning.† That may cause us some problems with the Hiltonís moving plans.† After leaving the Temple, Mae and I went to Walmart and bought some packing tape and bubble wrap for the Hiltonís.† We spent the rest of the evening discussing the move with Bishop Presnell or the Hiltonís.† Mae called Mike to see if we were still on to go with them tomorrow, for Maeís birthday, to the Provo Temple and then out to eat, along with staying at their place tomorrow evening and playing games.† Mike and David had gone to Los Vegas but came home sick with the flu.† That shot those plans down.†
Wednesday, December 28, 2016
††††††††††††††† I didnít sleep very well last night and what sleep I got was in the front room in the recliner.† When we got up I took Mae out to eat breakfast at the Beeís cafť.† It was very good and we enjoyed it.† My left hearing aid has quit working, actually it quit during the Temple Session yesterday.† I took my mail gun over to Arrow Fasteners to get it repaired.† As I was getting on the freeway to come home a police officer pulled me over.† The registration on the car has expired.† He just gave me a notice to get it registered soon.† Somehow we had missed that notice but after getting home we sent in the forms to get is registered.† We took pictures of the pickup for the Hiltonís and got it advertised on KSL.COM.† I hope it will sell quickly as they sure need the money.† I made an appointment for a salesman from Hearth Home to come up to Davidís Friday at 9AM to give me some detail on the installation price of a fireplace.† I later checked with Mountain Air about putting heat in the basement of Davidís home and while there I noticed that they also sell and install fireplaces, so I asked them to send someone up on Friday after 10:30AM.† This way we will get a couple of prices and opinions.† Mae has received many, at least 50, face book Birthday messages plus several phone calls.† She is a pretty perfect gal and I am sure glad she is mine. This evening we went out to eat at Chuck-A-Rama and sure enjoyed that meal.† I then took her to see the Christmas lights of Down Town Ogden.† We parked the car and got out and walked around for a few minutes but it was cold so we didnít walk far.† We stopped at Costco for a few items and to get gas in the car.† It is now after 9PM and we are both tired so will soon get to bed.† All of our children have called or texted Mae to express their love and best wishes on her Birthday.
Thursday, December 29, 2016
††††††††††††††† We got up and I got ready to go to S.L. V.A. to have my hearing aids checked out.† I picked up Ron Graf on the way.† It went well at the V.A. and they found that I had some bad batteries.† She also adjusted the fit on my right ear which really feels much better.† She also told me how to install the ear piece so that I donít damage the wire.† She gave me a neck strap so I can wear the remote control around my neck but she also told me that I can just turn the remote off unless I use it to adjust the volume.† Over all it was a good trip to Salt Lake.† Ron and I went to Golden Corral for lunch being that our wifeís we out to eat with some other women for Maeís Birthday.† When I got home I took a nap.† After Mae and Dian finished their dinner they went to the Base Commissary grocery shopping.† After eating dinner Mae and I were going to watch a Christmas show on DVD but our TV is not working.† We called Comcast but the technetium could not find the problem so they are going to send out a technetium to the house tomorrow.† Being that we canít get the TV to work we played Rummikub in which Mae won two out of three games.† I called Roy to see how he is doing and visited for a few minutes.† He said it is quite cold down there. Probably the coldest he has experienced since he move to California.† It is going on to 10PM so we had better get to bed.
Friday, December 30, 2016
††††††††††††††† I got up at 5am but had slept well.† I read for over Ĺ hr and then had to hurry to leave before 8am.† I went over to Grafís and borrowed Ronís framing nail gun as mine is still in being repaired.† I had two sales representatives meet me there and we discussed installing the fireplace for David and Shauna.† The second one was from Mountain Air and I hope they are the one that David picks as we will have them run the heat vents also.† He gave me some good tips on installing base board heaters in the bedroom and kitchen.† I spent most of the day planning the best way to do the plumbing, framing, water lines, heating and ceiling fur downs.† Mae had spent most of the morning and early afternoon at the Hiltonís but came home to be here when Comcast came to repair our TV reception.† It was their box that had gone bad o it didnít cost us anything.† I got home just as they we finishing.† We watched a western show and a movie on TV.† I then brought in water from our distiller and took 2 gallons of water over to Jackie.† Of course I had to visit for a while with her.† I am tired and we have to go to the church in the morning to do the weekly cleaning, so we had better go to bed before long.† Mae was reading so I played a game of Harts and won the game.† I finished my journal entry and got ready for bed.
Saturday, December 31, 2016
††††††††††††††† I woke early this morning and during that time I continued my reading of ďThe Infinite AtonementĒ by Tad R. Callister.† When Mae got up she prepared us a wonderful breakfast of fried fish and eggs.† I helped her a little.† We went to the chapel to join with other from our Ward to do the weekly cleaning.† We had lots of help and was finished by 9AM.†† After returning home I showered and shaved.† Mae went down to Hiltonís to see what she can do to have them ready to move Monday morning.† I finished reading ďThe Infinite AtonementĒ, which was one of my goals for this year. †This year I have reread the ďBook of MormonĒ, read most of the Priesthood lessons and read ďThe Infinite AtonementĒ. As I am getting older, I am gaining an appreciation for reading that I only wish that I had gained many, many years ago.† We are going to go up to Irven and Sandyís to spend the afternoon and evening with them and Bryce and Deanna.† We plan on leaving Irven and Sandyís about 9PM to come home.† We want to be home so we can get rest before going up to Morgan to attend Sacrament meeting with Kin and Jeanenneís as they will be speaking prior to their departure to serve a 24 month mission call in South Africa, Johannes Burg.


Test quality information Bob Thomas Arctor
{{releaseVersion | log }}This information will help you manage the quality of your tests. How you use it will depend on how many vehicles you test and the vehicle type.
Tests done at all associated sites in April 2017
Group B
| Tester | Tests done | Average vehicle age | Average test time | Tests failed | Failures by category |
|---|---|---|---|---|---|
| John's Garage | 109 | 6y | 24m | 43% | View |
| Rapi-Fix Motors | 96 | 9y | 25m | 39% | View |
| Rapi-Fix Motors | 22 | 6y | 20m | 9% | View |
| Rapi-Fix Motors | 10 | 8y | 15m | 30% | View |
| National average | 9 | 14y | 37m | 42% |


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Few stray gleams steal into the inner sanctuary grow familiar with the countless indescribable forms, then I feel the presence of the Almighty.
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| File | Version | Author | Date | Message |
|---|---|---|---|---|
| Rmd | 1b6031b | Anthony Hung | 2021-01-28 | add human.vcf to repo |
| html | 1b6031b | Anthony Hung | 2021-01-28 | add human.vcf to repo |
| html | 8542407 | Anthony Hung | 2021-01-21 | knit anlaysis files |
| Rmd | 0ef10b1 | Anthony Hung | 2021-01-21 | warning = F |
| html | 0ef10b1 | Anthony Hung | 2021-01-21 | warning = F |
| Rmd | 9cf26dc | Anthony Hung | 2021-01-21 | suppress warnings |
| html | 9cf26dc | Anthony Hung | 2021-01-21 | suppress warnings |
| Rmd | d7cac01 | Anthony Hung | 2021-01-21 | load more libraries |
| Rmd | 5e6c873 | Anthony Hung | 2021-01-21 | load ggplot2 |
| Rmd | 37a702d | Anthony Hung | 2021-01-21 | add clustering details |
| Rmd | 78cfbcd | Anthony Hung | 2021-01-21 | finish paring down files |
| Rmd | 99c70b8 | Anthony Hung | 2021-01-20 | update external data |
| Rmd | d6b5b17 | Anthony Hung | 2021-01-20 | Added analysis files |
| Rmd | 28f57fa | Anthony Hung | 2021-01-19 | Add files for analysis |
To determine cell type heterogeneity between samples jointly, this code treats each individual (unstrained condition) as its own separate sample and performs integration across individuals. It then finds clusters within the integrated data and characterizes the clusters.
The ANT1.2 seurat object was generated by running the preprocessing code in Pre-processing of raw 10x files into count matrices and demultiplexing.
library(Seurat)
library(gridExtra)
library(ggplot2)
library(cowplot)
library(tidyverse)
Registered S3 method overwritten by 'cli':
method from
print.boxx spatstat
── Attaching packages ────────────────────────────────── tidyverse 1.3.0 ──
✓ tibble 3.0.4 ✓ dplyr 1.0.2
✓ tidyr 1.1.2 ✓ stringr 1.4.0
✓ readr 1.3.1 ✓ forcats 0.4.0
✓ purrr 0.3.4
── Conflicts ───────────────────────────────────── tidyverse_conflicts() ──
x dplyr::combine() masks gridExtra::combine()
x dplyr::filter() masks stats::filter()
x dplyr::lag() masks stats::lag()
library(ashr)
library(Matrix)
Attaching package: 'Matrix'
The following objects are masked from 'package:tidyr':
expand, pack, unpack
ANT1.2 <- readRDS("data/ANT1_2.rds")
First, we split the merged seurat object into separate objects corresponding to the individual from which cells originated. Then integrate across the individuals using SCT transform
#split data into each individual/sample
NA18855_Unstrain <- subset(ANT1.2, labels == "NA18855_Unstrain")
NA18856_Unstrain <- subset(ANT1.2, labels == "NA18856_Unstrain")
NA19160_Unstrain <- subset(ANT1.2, labels == "NA19160_Unstrain")
# Create a seurat object merged for all the unstrain samples (because we are missing one individual for the strained samples)
seurat.list <- list(NA18855_Unstrain, NA18856_Unstrain, NA19160_Unstrain)
for (i in 1:length(seurat.list)) {
seurat.list[[i]] <- SCTransform(seurat.list[[i]], verbose = FALSE)
}
SCT.features <- SelectIntegrationFeatures(object.list = seurat.list, nfeatures = 5000)
seurat.list <- PrepSCTIntegration(object.list = seurat.list, anchor.features = SCT.features,
verbose = FALSE)
#find anchors
seurat.anchors <- FindIntegrationAnchors(object.list = seurat.list, normalization.method = "SCT",
anchor.features = SCT.features, verbose = FALSE)
SCT.integrated <- IntegrateData(anchorset = seurat.anchors, normalization.method = "SCT",
verbose = FALSE)
#visualized integrated
SCT.integrated <- RunPCA(SCT.integrated, verbose = FALSE, npcs = 100)
DimPlot(SCT.integrated, reduction = "pca", group.by = c("labels"))
| Version | Author | Date |
|---|---|---|
| 9cf26dc | Anthony Hung | 2021-01-21 |
ElbowPlot(SCT.integrated, ndims = 100) #38 PCs?
| Version | Author | Date |
|---|---|---|
| 9cf26dc | Anthony Hung | 2021-01-21 |
SCT.integrated <- FindNeighbors(SCT.integrated, dims = 1:38)
Computing nearest neighbor graph
Computing SNN
SCT.integrated <- FindClusters(SCT.integrated, resolution = 0.4)
Modularity Optimizer version 1.3.0 by Ludo Waltman and Nees Jan van Eck
Number of nodes: 1203
Number of edges: 67564
Running Louvain algorithm...
Maximum modularity in 10 random starts: 0.6657
Number of communities: 3
Elapsed time: 0 seconds
DimPlot(SCT.integrated, group.by = c("labels"), reduction = "pca")
| Version | Author | Date |
|---|---|---|
| 9cf26dc | Anthony Hung | 2021-01-21 |
DimPlot(SCT.integrated, group.by = c("seurat_clusters"), reduction = "pca")
| Version | Author | Date |
|---|---|---|
| 9cf26dc | Anthony Hung | 2021-01-21 |
SCT.integrated <- RunUMAP(SCT.integrated, dims = 1:38)
10:17:02 UMAP embedding parameters a = 0.9922 b = 1.112
10:17:02 Read 1203 rows and found 38 numeric columns
10:17:02 Using Annoy for neighbor search, n_neighbors = 30
10:17:02 Building Annoy index with metric = cosine, n_trees = 50
0% 10 20 30 40 50 60 70 80 90 100%
[----|----|----|----|----|----|----|----|----|----|
**************************************************|
10:17:02 Writing NN index file to temp file /tmp/Rtmpz106do/filee1f23291c779
10:17:02 Searching Annoy index using 1 thread, search_k = 3000
10:17:02 Annoy recall = 100%
10:17:03 Commencing smooth kNN distance calibration using 1 thread
10:17:03 Initializing from normalized Laplacian + noise
10:17:03 Commencing optimization for 500 epochs, with 45058 positive edges
10:17:07 Optimization finished
p1_SCT <- DimPlot(SCT.integrated, group.by = c("orig.ident"))
p2_SCT <- DimPlot(SCT.integrated, group.by = c("labels"))
p3_SCT <- DimPlot(SCT.integrated, group.by = c("seurat_clusters"))
grid.arrange(p1_SCT, p2_SCT, p3_SCT, nrow = 2)
| Version | Author | Date |
|---|---|---|
| 9cf26dc | Anthony Hung | 2021-01-21 |
#for figures: remove legend and add in later
p1_figure <- p2_SCT + theme(legend.position = "none")
p2_figure <- p3_SCT + theme(legend.position = "none") + scale_color_manual(values=c("plum3", "#E69F00", "#654321"))
grid.arrange(p1_figure, p2_figure)
| Version | Author | Date |
|---|---|---|
| 9cf26dc | Anthony Hung | 2021-01-21 |
p2_SCT
| Version | Author | Date |
|---|---|---|
| 9cf26dc | Anthony Hung | 2021-01-21 |
p3_SCT + scale_color_manual(values=c("plum3", "#E69F00", "#654321"))
| Version | Author | Date |
|---|---|---|
| 9cf26dc | Anthony Hung | 2021-01-21 |
<EMAIL_ADDRESS><- SCT.integrated$integrated_snn_res.0.4
We identified 3 clusters in the integrated data. We now characterize them by gene expression for a chondrogenic marker gene to get a sense of which cluster(s) represent more mature chondrocytes.
cluster_memberships <-<EMAIL_ADDRESS>SCT.integrated@meta.data$labels))
cluster_memberships
NA18855_Unstrain NA18856_Unstrain NA19160_Unstrain
0 429 280 156
1 129 81 51
2 28 34 15
cluster_memberships_proportions <- prop.table(cluster_memberships, margin = 2)
cluster_memberships_proportions
NA18855_Unstrain NA18856_Unstrain NA19160_Unstrain
0 0.73208191 0.70886076 0.70270270
1 0.22013652 0.20506329 0.22972973
2 0.04778157 0.08607595 0.06756757
#make a nice proportions bar plot for a figure
long_cluster_memberships_proportions <- as_tibble(as.data.frame(cluster_memberships_proportions))
ggplot(long_cluster_memberships_proportions, aes(x = Var2, y = Freq, fill = Var1)) +
geom_bar(position = "dodge", stat = "identity") +
scale_fill_manual(values=c("plum3", "#E69F00", "#654321")) +
theme_cowplot() +
labs(title = "Proportion of cells from each individual \n assigned to each unsupervised cluster", x = "", y = "Proportion", fill = "Cluster")
| Version | Author | Date |
|---|---|---|
| 9cf26dc | Anthony Hung | 2021-01-21 |
Here, we fit a poisson ash model to raw counts from each of the three clusters for chondrocyte marker genes and plot their distributions broken down by cluster and by individual.
#run poisson ash to data per cluster and per indivdiual, then show the estimated prior distribution
#plot curves for genes separated by indivdual (information for indivdual contained in labels)
plot_by_labels <- function(gene, counts, labels){
#create dataframe to store the cdf axes and the groups
dataframe_cdf <- data.frame(x = c(), y = c(), label = c())
for(individual in unique(labels)){ #in the case that the labels supplied contain cluster, it will do this by cluster instead
x <- counts[gene, labels == individual]
s <- colSums(counts[,labels == individual]) #sum of molecule counts per sample
lam <- x/s
fit <- ashr::ash_pois(x, s, mixcompdist = "halfuniform")
cdf <- ashr::cdf.ash(fit, seq(from = 0, to = max(lam), length.out = 1000))
temp_df <- cbind(cdf$x, t(cdf$y), individual)
names(temp_df) <- c("x", "y", "label")
dataframe_cdf <- rbind(dataframe_cdf, temp_df)
}
names(dataframe_cdf) <- c("x", "y", "label")
dataframe_cdf$x <- as.character(dataframe_cdf$x)
dataframe_cdf$y <- as.character(dataframe_cdf$y)
dataframe_cdf$x <- as.numeric(dataframe_cdf$x)
dataframe_cdf$y <- as.numeric(dataframe_cdf$y)
#use df to make our plot
plot <- ggplot(dataframe_cdf, aes(x = x, y = y, color = as.factor(label), group=as.factor(label))) +
geom_point() +
labs(title = paste0(gene), x = "Latent gene expression", y = "CDF", color = "Label") +
theme_cowplot()
return(plot)
}
#plots for figures
#COL11A1
a <- plot_by_labels("COL11A1", SCT.integrated@assays$RNA@counts, SCT.integrated$integrated_snn_res.0.4) +
theme(legend.position = "none") +
scale_color_manual(values=c("plum3", "#E69F00", "#654321"))
b <- plot_by_labels("COL11A1", SCT.integrated@assays$RNA@counts, SCT.integrated$labels) +
theme(legend.position = "none")
grid.arrange(a, b, nrow = 1)
#SOX5
a <- plot_by_labels("SOX5", SCT.integrated@assays$RNA@counts, SCT.integrated$integrated_snn_res.0.4) +
theme(legend.position = "none") +
scale_color_manual(values=c("plum3", "#E69F00", "#654321"))
b <- plot_by_labels("SOX5", SCT.integrated@assays$RNA@counts, SCT.integrated$labels) +
theme(legend.position = "none")
grid.arrange(a, b, nrow = 1)
#SOX6
a <- plot_by_labels("SOX6", SCT.integrated@assays$RNA@counts, SCT.integrated$integrated_snn_res.0.4) +
theme(legend.position = "none") +
scale_color_manual(values=c("plum3", "#E69F00", "#654321"))
b <- plot_by_labels("SOX6", SCT.integrated@assays$RNA@counts, SCT.integrated$labels) +
theme(legend.position = "none")
grid.arrange(a, b, nrow = 1)
#TIMP2
a <- plot_by_labels("TIMP2", SCT.integrated@assays$RNA@counts, SCT.integrated$integrated_snn_res.0.4) +
theme(legend.position = "none") +
scale_color_manual(values=c("plum3", "#E69F00", "#654321"))
b <- plot_by_labels("TIMP2", SCT.integrated@assays$RNA@counts, SCT.integrated$labels) +
theme(legend.position = "none")
grid.arrange(a, b, nrow = 1)
#TIMP3
a <- plot_by_labels("TIMP3", SCT.integrated@assays$RNA@counts, SCT.integrated$integrated_snn_res.0.4) +
theme(legend.position = "none") +
scale_color_manual(values=c("plum3", "#E69F00", "#654321"))
b <- plot_by_labels("TIMP3", SCT.integrated@assays$RNA@counts, SCT.integrated$labels) +
theme(legend.position = "none")
grid.arrange(a, b, nrow = 1)
sessionInfo()
R version 3.6.1 (2019-07-05)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: Scientific Linux 7.4 (Nitrogen)
Matrix products: default
BLAS/LAPACK: /software/openblas-0.2.19-el7-x86_64/lib/libopenblas_haswellp-r0.2.19.so
locale:
[1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C
[3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8
[5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
[7] LC_PAPER=en_US.UTF-8 LC_NAME=C
[9] LC_ADDRESS=C LC_TELEPHONE=C
[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] Matrix_1.2-18 ashr_2.2-47 forcats_0.4.0 stringr_1.4.0
[5] dplyr_1.0.2 purrr_0.3.4 readr_1.3.1 tidyr_1.1.2
[9] tibble_3.0.4 tidyverse_1.3.0 cowplot_1.1.0 ggplot2_3.3.3
[13] gridExtra_2.3 Seurat_3.2.3
loaded via a namespace (and not attached):
[1] readxl_1.3.1 backports_1.1.10 workflowr_1.6.2
[4] plyr_1.8.6 igraph_<IP_ADDRESS> lazyeval_0.2.2
[7] splines_3.6.1 listenv_0.8.0 scattermore_0.7
[10] digest_0.6.27 invgamma_1.1 htmltools_0.5.0
[13] SQUAREM_2020.4 gdata_2.18.0 fansi_0.4.1
[16] magrittr_2.0.1 tensor_1.5 cluster_2.1.0
[19] ROCR_1.0-7 globals_0.12.5 modelr_0.1.8
[22] matrixStats_0.57.0 colorspace_2.0-0 rvest_0.3.6
[25] rappdirs_0.3.1 ggrepel_0.9.0 haven_2.3.1
[28] xfun_0.8 crayon_1.3.4 jsonlite_1.7.2
[31] spatstat_1.64-1 spatstat.data_1.7-0 survival_2.44-1.1
[34] zoo_1.8-8 glue_1.4.2 polyclip_1.10-0
[37] gtable_0.3.0 leiden_0.3.1 future.apply_1.3.0
[40] abind_1.4-5 scales_1.1.1 DBI_1.1.0
[43] miniUI_<IP_ADDRESS> Rcpp_1.0.5 viridisLite_0.3.0
[46] xtable_1.8-4 reticulate_1.16 rsvd_1.0.1
[49] truncnorm_1.0-8 htmlwidgets_1.5.2 httr_1.4.2
[52] gplots_<IP_ADDRESS> RColorBrewer_1.1-2 ellipsis_0.3.1
[55] ica_1.0-2 farver_2.0.3 pkgconfig_2.0.3
[58] uwot_0.1.10 dbplyr_1.4.2 deldir_0.1-23
[61] labeling_0.4.2 tidyselect_1.1.0 rlang_0.4.10
[64] reshape2_1.4.3 later_<IP_ADDRESS> munsell_0.5.0
[67] cellranger_1.1.0 tools_3.6.1 cli_2.2.0
[70] generics_0.0.2 broom_0.7.0 ggridges_0.5.1
[73] evaluate_0.14 yaml_2.2.1 goftest_1.2-2
[76] npsurv_0.4-0 knitr_1.23 fs_1.3.1
[79] fitdistrplus_1.0-14 caTools_<IP_ADDRESS> RANN_2.6.1
[82] pbapply_1.4-0 future_1.18.0 nlme_3.1-140
[85] whisker_0.3-2 mime_0.9 xml2_1.3.2
[88] compiler_3.6.1 rstudioapi_0.13 plotly_<IP_ADDRESS>
[91] png_0.1-7 lsei_1.2-0 spatstat.utils_1.17-0
[94] reprex_0.3.0 stringi_1.4.6 RSpectra_0.15-0
[97] lattice_0.20-41 vctrs_0.3.6 pillar_1.4.7
[100] lifecycle_0.2.0 lmtest_0.9-37 RcppAnnoy_0.0.18
[103] data.table_1.13.0 bitops_1.0-6 irlba_2.3.3
[106] httpuv_1.5.1 patchwork_1.1.0 R6_2.5.0
[109] promises_1.1.1 KernSmooth_2.23-15 codetools_0.2-16
[112] MASS_7.3-52 gtools_3.8.1 assertthat_0.2.1
[115] rprojroot_2.0.2 withr_2.3.0 sctransform_0.3.2
[118] mgcv_1.8-28 parallel_3.6.1 hms_0.5.3
[121] grid_3.6.1 rpart_4.1-15 rmarkdown_1.13
[124] Rtsne_0.15 git2r_0.26.1 mixsqp_0.3-43
[127] shiny_1.3.2 lubridate_1.7.9


?R.
E.
WEAVER,
JR.
19/1
Duke
University
Herbarium
THE
NEW
YORK
BOTANICAL
GARDEN
EXPLORATION
OF
JAMAICA
Saint
AnnŐs
Bay
and
Vicin
ity
New
York
Botanical
Garden
N.
L.
Britton,
Collector
March
27-30,
1908
1624662
Legend -
Level of confidence that token is an accurately-transcribed word
extremely low
very low
low
undetermined
medium
high
very high


Maximum likelihood estimation of the parameters of a fractionally differenced ARIMA(p,d,q) model (Haslett and Raftery, Appl.Statistics, 1989).
| Version: | 1.4-2 |
| Suggests: | longmemo, urca |
| Published: | 2012-12-02 |
| Author: | S original by Chris Fraley, U.Washington, Seattle. R port by Fritz Leisch at TU Wien; since 2003-12: Martin Maechler; fdGPH(), fdSperio(), etc by Valderio Reisen and Artur Lemonte. |
| Maintainer: | Martin Maechler <maechler at stat.math.ethz.ch> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Materials: | README ChangeLog |
| In views: | Finance, TimeSeries |
| CRAN checks: | fracdiff results |
| Reference manual: | fracdiff.pdf |
| Package source: | fracdiff_1.4-2.tar.gz |
| Windows binaries: | r-devel: fracdiff_1.4-2.zip, r-release: fracdiff_1.4-2.zip, r-oldrel: fracdiff_1.4-2.zip |
| OS X binaries: | r-release: fracdiff_1.4-2.tgz, r-oldrel: fracdiff_1.4-2.tgz |
| Old sources: | fracdiff archive |
| Reverse depends: | tsqn, WaveLetLongMemory |
| Reverse imports: | ArfimaMLM, forecast, LPM, mafs, sutteForecastR, TSF, WaveletArima |
| Reverse suggests: | CliftLRD, liftLRD, mwaved, portes, sweep, timetk |
| Reverse enhances: | longmemo |
Please use the canonical form https://CRAN.R-project.org/package=fracdiff to link to this page.


When $a \ne 0$, there are two solutions to \(ax^2 + bx^O + c = 0\) and they are $$x = {-b \pm \sqrt{b^2-4ac} \over 2a}.$$
TeX: \(\frac a b\)


Click on the image to enlarge it.
hornblende
Quartz
Pyrite
Dolomite
Olivine
Hematite
Orthoclase
Biotite
Gypsum
Albite
Calcite
Halite
Galena
Graphite
Copper
Silver
Hornblende


The HSFC partitioning algorithm seeks to divide [0,1] into P intervals each containing the same weight of objects associated to these intervals by their inverse Hilbert coordinates. N bins are created (where N > P) to partition [0,1]. The weights in each bin are summed across all processors. A greedy algorithm sums the bins (from left to right) placing a cut when the desired weight for current part interval is achieved. This process is repeated as needed to improve partitioning tolerance by a technique that maintains the same total number of bins but refines the bins previously containing a cut.
HSFC returns an warning if the final imbalance exceeds the user specified tolerance.
This code implements both the point assign and box assign functionality. The point assign determines an appropriate part (associated with a specific group of processors) for a new point. The box assign determines the list of processors whose associated subdomains intersect the given box. In order to use either of these routines, the user parameter KEEP_CUTS must be turned on. Both point assign and box assign now work for points or boxes anywhere in space even if they are exterior to the original bounding box. If a part is empty (due to the part being assigned zero work), it is not included in the list of parts returned by box assign. Note: the original box assign algorithm was not rigorous and may have missed parts. This version is both rigorous and fast.
The Zoltan implementation of HSFC has one parameter that can be modified by the Zoltan_Set_Param function.
This partitioning algorithm is loosely based on the 2D & 3D Hilbert tables used in the Octree partitioner and on the BSFC partitioning implementation by Andrew C. Bauer, Department of Engineering, State University of New York at Buffalo, as his summer project at SNL in 2001. The box assign algorithm is loosely based on the papers by Lawder referenced both in the developers guide and the code itself. NOTE: This code can be trivially extended to any space filling curve by providing the tables implementing the curve's state transition diagram. The only dependance on the curve is through the tables and the box assign algorithm will work for all space filling curves (if we have their tables.)
Please refer to the Zoltan Developers Guide,
Appendix: Hilbert Space Filling Curve (HSFC)
for more detailed information about these algorithms.
| Method String: | HSFC |
| Parameters: | |
| KEEP_CUTS | Information about cuts and bounding box is necessary
if the application wants to add more objects to the decomposition via calls
to Zoltan_LB_Point_PP_Assign
or to Zoltan_LB_Box_PP_Assign.
0 = don't keep cuts; 1 = keep cuts. |
| REDUCE_DIMENSIONS | When a 3 dimensional geometry is almost flat, it may make more sense to treat it as a 2 dimensional geometry when applying the HSFC algorithm. (Coordinate values in the omitted direction are ignored for the purposes of partitioning.) If this parameter is set to 1, a 3 dimensional geometry will be treated as 2 dimensional if is very flat, or 1 dimensional if it very thin. And a 2 dimensional geometry will be treated as 1 dimensional if it is very thin. Turning this parameter on removes the possibility that disconnected parts will appear on the surface of a flat 3 dimensional object. |
| DEGENERATE_RATIO | If the REDUCE_DIMENSIONS parameter is set, then this parameter determines when a geometry is considered to be flat. A bounding box which is oriented to the geometry is constructed, and the lengths of its sides are tested against a ratio of 1 : DEGENERATE_RATIO. |
| Default: | |
| KEEP_CUTS = 0 | |
| REDUCE_DIMENSIONS = 0 | |
| DEGENERATE_RATIO = 10 | |
| Required Query Functions: | |
| ZOLTAN_NUM_OBJ_FN | |
| ZOLTAN_OBJ_LIST_FN | |
| ZOLTAN_NUM_GEOM_FN | |
| ZOLTAN_GEOM_MULTI_FN or ZOLTAN_GEOM_FN |


Shanteshwar IndeFull stack developer At Browntape. I am Web Developer. I ❤ coffee. |
Hi. I’m Shanteshwar, a software developer from Goa, India.
I am passionate about building excellent software that improves the lives of those around me.
I specialize in creating software for clients ranging from individuals and small-businesses all the way to large enterprise corporations.
| Year | Work |
|---|---|
| 2016-2018 | Software developer at Shopclues. |
| 2018-2019 | Full stack developer at Browntape. |
| Web Development | ⭐⭐⭐⭐⭐ |
| Database | ⭐⭐⭐⭐⭐ |
| Photography | ⭐⭐ |


Home
Base Converter
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HIGHER LEARNING A film review by Scott Renshaw Copyright 1995 Scott Renshaw
Starring: Omar Epps, Kristy Swanson, Michael Rapaport, Ice Cube, Laurence Fishburne, Tyra Banks, Jennifer Connelly. Screenplay/Director: John Singleton.
When I learned that John (BOYZ N THE HOOD) Singleton was making a film about issues of race and gender on college campuses, I was intrigued and optimistic. Though POETIC JUSTICE was a misfire, BOYZ showed that Singleton could tell a story, and after nearly ten years around Stanford, one of the nation's hotbeds of multicultural experimentation, I knew that there were many stories to tell. HIGHER LEARNING shows that Singleton recognized that fact as well; unfortunately, he tried to tell them all in one movie. It's an ambitious but unfocused effort which is admirable for its balanced perspective but leaves critical characters as mere representations of the stereotypes it seems to be challenging.
HIGHER LEARNING follows three freshmen at fictional Columbus University. Malik (Omar Epps) is an African-American track star who is challenged by the incendiary anti-establishment views of sixth-year senior Fudge (Ice Cube) and by the more moderate opinions of his political science professor (Laurence Fishburne); Kristen (Kristy Swanson) is a Southern California blonde who is drawn to a lesbian upperclassman (Jennifer Connelly) after an acquaintance rape; Remy (Michale Rapaport) is a white male from Idaho whose desire to fit in somewhere leads him to a group of white supremists. The truce between these students and their respective factions is an uneasy one at best, but it explodes into violence when a conflict between Malik and Remy goes over the edge, drawing the entire campus into it.
For fully half of its running time, HIGHER LEARNING appears to be headed in the right direction. Unlike contemporaries Oliver Stone and Spike Lee, Singleton does know how to present challenging and controversial subject matter without shouting at the top of his lungs in every frame. In a Stone film, the hero's two mentors would be manifestations of Good and Evil; Singleton, on the other hand, makes both Fudge and Professor Phipps smart and sensible characters, leaving the audience to draw its own conclusions. It doesn't hurt that both roles are played by magnetic screen presences. Ice Cube has true star potential, a powerful personality and a fine actor, and he keeps Fudge from being simply a spouter of dogma. Laurence Fishburne's Phipps doesn't really need a West Indian accent, but he shows a genuine concern for Malik, and also keeps his speeches from sounding didactic. Malik's storyline is the most carefully plotted, and Omar Epps' fine performance as the young man weighing two views of being black in America makes it the most interesting to watch.
But Singleton fails to give his other two principles the same kind of depth. Kristy Swanson shines in early scenes which show her trying to fit in with other girls and learning to express her own point of view in Phipps' class. Then, as Kristen's sexual experimentation becomes the focus, Singleton pulls back, and never tries to get inside her head after a love scene in which she is alternately with Jennifer Connelly's Taryn and Malik's gentle roommate (Jason Wiles); both relationships are sadly under-developed. Michael Rapaport's Remy has almost identical problems, beginning as a lost soul and ending up a crazed skinhead. His story could have been an opportunity to examine why real, intelligent young people feel so threatened in a multi-cultural society, but he's pushed so far to the fringe that he becomes a cartoon.
The problems with those two characters are representative of what is most wrong with HIGHER LEARNING, particularly in its second half. While Singleton seems to want us to "unlearn" stereotypical perceptions (as his none-too-subtle coda informs us), it is exactly stereotypes that he traffics in. The feminist character is an earnest lesbian, the frat guy is a rapist, the campus security guards are posturing racists, every African-American male is angry and the one Sensitive White Male is a long-haired bohemian type. Once the "sieg heil" shouting Hitler youth take center stage, it becomes clear that Singleton has eschewed examining the complexities of the way young people learn to interact at a university in exchange for an operatic, hiss-at-the-bad-guys kind of drama. HIGHER LEARNING is awash in good intentions, but too often it's terribly simplistic, taking a story which should have been about the shaping of minds and reducing it to a matter of who's got the guns.
On the Renshaw scale of 0 to 10 college credits: 5.
-- Scott Renshaw Stanford University Office of the General Counsel
.
The review above was posted to the
rec.arts.movies.reviews newsgroup (de.rec.film.kritiken for German reviews).
The Internet Movie Database accepts no responsibility for the contents of the
review and has no editorial control. Unless stated otherwise, the copyright
belongs to the author.
Please direct comments/criticisms of the review to relevant newsgroups.
Broken URLs inthe reviews are the responsibility of the author.
The formatting of the review is likely to differ from the original due
to ASCII to HTML conversion.
Related links: index of all rec.arts.movies.reviews reviews


MRTK project preferences access and inspector rendering logic
More...
|
| static bool | LockProfiles [get, set] |
| | Should the default profile inspectors be disabled to prevent editing? More...
|
| |
| static bool | IgnoreSettingsPrompt [get, set] |
| | Should the project configurator show when the project isn't configured according to MRTK's recommendations? More...
|
| |
| static bool | AutoEnableUWPCapabilities [get, set] |
| | Should the UWP capabilities required by MRTK services be auto-enabled in Publishing Settings? More...
|
| |
| static bool | RunOptimalConfiguration [get, set] |
| | Should configuration analysis be run and warnings logged when settings don't match MRTK's recommendations? More...
|
| |
| static int | AudioSpatializerCount [get, set] |
| | The cached number of audio spatializers that were most recently detected. More...
|
| |
MRTK project preferences access and inspector rendering logic
◆ AudioSpatializerCount
| int Microsoft.MixedReality.Toolkit.Editor.MixedRealityProjectPreferences.AudioSpatializerCount |
|
staticgetset |
The cached number of audio spatializers that were most recently detected.
Used to track when the number of installed spatializers changes.
◆ AutoEnableUWPCapabilities
| bool Microsoft.MixedReality.Toolkit.Editor.MixedRealityProjectPreferences.AutoEnableUWPCapabilities |
|
staticgetset |
Should the UWP capabilities required by MRTK services be auto-enabled in Publishing Settings?
Only valid for UWP Build Target projects. UWP Capabilities can be viewed under Player Settings > Publishing Settings.
◆ IgnoreSettingsPrompt
| bool Microsoft.MixedReality.Toolkit.Editor.MixedRealityProjectPreferences.IgnoreSettingsPrompt |
|
staticgetset |
Should the project configurator show when the project isn't configured according to MRTK's recommendations?
◆ LockProfiles
| bool Microsoft.MixedReality.Toolkit.Editor.MixedRealityProjectPreferences.LockProfiles |
|
staticgetset |
Should the default profile inspectors be disabled to prevent editing?
◆ RunOptimalConfiguration
| bool Microsoft.MixedReality.Toolkit.Editor.MixedRealityProjectPreferences.RunOptimalConfiguration |
|
staticgetset |
Should configuration analysis be run and warnings logged when settings don't match MRTK's recommendations?
The documentation for this class was generated from the following file:


We have listed below the various top-notch facilities that make our hotel a five-star rated hotel.
Some quick example text to build on the card title and make up the bulk of the card's content.
Some quick example text to build on the card title and make up the bulk of the card's content.
Some quick example text to build on the card title and make up the bulk of the card's content.
Some quick example text to build on the card title and make up the bulk of the card's content.
Some quick example text to build on the card title and make up the bulk of the card's content.
Some quick example text to build on the card title and make up the bulk of the card's content.


Hi. I made a platoon like
http://battlelog.battlefield.com/bf3/platoon/2832655391639591622/
I am getting a few applications every day and accepting every invite. Will be great if I will have an option to set the platoon to automatic accepting every application to my platoon.
Is it possible to do?


Federal agency warns parents not to use inclined infant sleepers, citing 73 deaths
by Kyle HicksWASHINGTON – Federal officials are warning parents and caregivers not to use inclined sleep products for infants, citing dozens of baby deaths.
The U.S. Consumer Product Safety Commission (CPSC) says it has received reports of 1,108 incidents, including 73 infant deaths, related to the sleepers that occurred from January 2005 through June 2019.
Several inclined sleepers have been recalled by the CPSC over the past year, including products from FisherPrice, Kids II and Dorel Juvenile Group.
The CPSC emphasizes that the best place for a baby to sleep is on a firm, flat surface in a crib, bassinet or play yard. Parents and caregivers should never add blankets, pillows or other items to an infant’s sleeping environment. Babies should always be placed to sleep on their backs.
New study confirms babies should sleep on flat surface
The CPSC hired a mechanical engineer specializing in biomechanics at the University of Arkansas for Medical Sciences to conduct infant testing to evaluate the design of inclined sleep products.
The engineer, Erin Mannen, Ph.D., found that none of the inclined sleep products her team tested is safe for infant sleep. Her report was conclusive that products with inclines 10 degrees or less, with flat and rigid surfaces, are likely safe for infant sleep.
Dr. Mannen also found that soft and plush-like sleep surfaces pose dangers to infants.
Here’s what the CPSC says parents and caregivers should do now
- Stop using infant sleep products with inclined seat backs of more than 10 degrees. Parents and caregivers should not use infant car seats, bouncers, and other infant inclined products for sleep, and should follow manufacturer instructions.
- Follow safe sleep advice. Bare is Best: Do not add blankets, pillows, or other items to the baby’s sleep environment. Back to Sleep: Always place infants to sleep on their backs on a firm, flat surface.
- Check www.cpsc.gov often to see if your nursery products have been recalled, and promptly follow the recall instructions to receive a refund, replacement, or repair. Consumers who register their nursery products with the manufacturer’s registration card (included with nursery items) can be contacted directly by the manufacturer if there is a recall.


Trump Says He Will ‘Strongly Consider’ Written Testimony For Impeachment Probe
President Trump offered a surprising response on Monday to House Speaker Nancy Pelosi’s (D-CA) suggestion that he testify before the House committees probing impeachment — he’ll consider it.
In a tweet thread Monday morning, Trump insulted Pelosi and CBS’ “Face the Nation” — calling the Sunday show “DEFACE THE NATION” — before suggesting he might be open to providing written testimony to congressional investigators.
“I like the idea and will, in order to get Congress focused again, strongly consider it!” he tweeted


sk8mate
For 6.810 Engineering Interactive Technologies, I partnered with Jessie Wang to build sk8mate, an adaptive skateboard to help you learn how to skate better, mate!
01 Adaptive Learning
“Adaptive learning feels more personalized and motivated me” - User Study
sk8mate detects how badly you wobble, and adjusts the length of the skateboard that best suits your skill level: beginner, medium, advanced.
It's generally easier to balance and maneauver with a longer board. More advanced skaters can skate on smaller boards with comfort ease.
As you improve, sk8mate will challenge you to skate at a harder level when the time is right.
This project explores an exploration and application of physical adaptive tools, tools that adapt to a users' skill level to them learn a motor skill.
02 Implementation
Role
We built custom components that add to the smarts of our adaptive skateboard, including a triple-axis gyroscope, custom-built sliding mechanism, and stepper motor to actuate the system.
I wrote the algorithms that sense balance and wobbles, and to actuate adjustments. I also designed and developed the project website and demo video.
Team
Kevin Shum & Jessie Wang
Technologies
Arduino, Microcontrollers & Electronics
Gyroscope & Stepper Motor
Laser Cutting
Paramteric 3D Modeling
Power Management
Product Design
User Testing
Web Design & Development
Videography & Editing


Needing to find a collation of a mysql database for a migration I went to google. Found several options, but the best was one from stack overflow. SELECT TABLE\_CATALOG, TABLE\_SCHEMA, TABLE\_NAME, COLUMN\_NAME, COLLATION\_NAME FROM INFORMATION\_SCHEMA.COLUMNS; This will output something like: mysql> SELECT …
I needed to find out the data directory for mysql. A quick way to do this within mysql is to use the show variables command. mysql> show variables; Which will output something like: +-----------------------------------------+-------------------------------------------------------------------------------------------+ | Variable\_name | Value | +-----------------------------------------+-------------------------------------------------------------------------------------------+ | auto\_increment\_increment | 1 | | auto\_increment\_offset | 1 | | autocommit | ON | | automatic\_sp\_privileges …
When will Laravel 4 be released? Per Taylor's announcement at Laracon it will be released in May of 2013. Further on the wiki there is a time table for the next 4 releases. Is Laravel 4 stable enough to use in production? I would say yes. At this point in …
Earlier today I needed to set up a specific database engine for a mysql table that wasn't the databases's default. In this instance, the default was INNODB and I needed it to be MyISAM. We could discuss the reasons why I shouldn't use MyISAM but in this instance that's what …
Most of us have multiple CPUs in our personal machines. I would also hope that your servers do too. If you're running an intensive command line process, running them in parallel will speed it up by paralleling the process. Say you need to find a string in all of your …
Recently watched/listened to Sebastian Bergmann presentation on PHP interpreter. Very useful way to brush up on how php processes a request. Audio From techportal Slides: PHP Compiler Internals by kaplumb_aga
Among the editors and IDEs that I use the old stand by vim is always there. It's literally the first thing I install on a server. One of the great features of vim is the vast plugin library. This becomes even better when someone wraps a lot of the extremely …
In order to use rsync with a ssh key I used the -e flag on the rsync command. It will allow rsync over ssh local to a remote server. [ps] [\$ \~] rsync -avz -e "ssh -i .ssh/id_key.pem" /opt/stuff/here/ user@<IP_ADDRESS>:/opt/stuff/here/ [/ps …
The environment is based on url matches. You'll find that configuration in /bootstrap/start.php [ps] \$env = \$app->detectEnvironment(array( 'local' => array('your-machine-name'), )); [/ps] Now say you are developing locally and use the prefix/postfix local. E.g: my-new-site.local or local.my-new-site [ps] \$env = \$app->detectEnvironment(array( 'local' => array …
Simple no persistant storage. Starting up, setting up, etc are all great, but without persistance storage I'm forced to use S3 or the like. If I'm doing a very simple app or a WordPress install it's not worth the effort. Does AppFog have a persistent file system? Not yet. We're …


Ariana Grande says she's struggling with 'so much pain' and may have to cancel a show
by CNN(CNN) --- Ariana Grande told her fans that she's "very sick" and may have to cancel an upcoming concert.
In an Instagram post Saturday, the pop star said her throat and head "are still in so much pain," and it's difficult to breathe during a show. She said she'd been struggling with the illness since her concert in London last month.
"I just really don't know what's happening with my body right now and need to figure it out," Grande said.
Although canceling the show is "the last thing i would ever want to do," Grande wrote, fans should take the post as a "gentle heads up" in case she can't "make the show happen" on Sunday.
RELATED: Ariana Grande postpones Tampa, Orlando shows due to illness
Grande postponed her Tampa concert in May due to illness. The new show dates were set for November 24 in Tampa and November 25 in Orlando.
Grande said she's taking medication and is on IV drips, "doing everything i possibly can to pull through."
Her fans wished her well and encouraged her to take care of her health first.
"We wouldn't want anything happening to our beloved Ari," Ayoade Fridaos tweeted.


Charm of Git
Refresh your brain
- It's not just a Command.
- It's a technique.
Flow
- Work Space
- Index / Stage
- Repository
- Remote
Commands
- add
- commit
- status
- pull
- push
- log
- diff
- vim
Precautions
- config
- .gitignore
- add --all
- daily rebase
Advanced Feature
- git stash
- git bisect
- git blame
- submodule
- ...
Q & A
To be continued...
←
→
/
#


10.2.51 pooled t-test with data
Preliminary data analyses indicate that you can reasonably consider the assumptions for using pooled t-procedures satisfied. Independent random samples of released prisoners in the fraud and firearms offense categories yielded the following information on time served, in months. Obtain a 95 %
confidence interval for the difference between the mean times served by prisoners in the fraud and firearms offense categories.
(Note: \(\bar x_1=12.12, s_1=3.56, \bar x_2=15.71, s_2=3.32\))
The 95% confidence interval is from … to …
First, we need to get the data from the question
<- c(13.5, 12.6, 16.7, 6.7, 8.4, 16.3, 13.3, 14.3, 12.2, 7.2)
fraud <- c(16.4, 10.2, 16.2, 12.4, 17.5, 16.7, 17.6, 17.9, 20.8, 11.4) firearms
The note means that these data are optional to know. In the case that the question does not provide these data, we could find sample mean, sample standard deviation, and size by running
Round to two decimal places
round(mean(fraud), 2)
## [1] 12.12
round(sd(fraud), 2)
## [1] 3.56
length(fraud)
## [1] 10
round(mean(firearms), 2)
## [1] 15.71
round(sd(firearms),2)
## [1] 3.32
length(firearms)
## [1] 10
We have the same data set with the note from the question, we could use the same approach in question 10.2.41 to find confidence interval
or we could use t.test() function in R to find confidence interval
Since this is a pooled t-test, we specify var.equal = TRUE
t.test(fraud, firearms, conf.level=.95, var.equal = TRUE)
##
## Two Sample t-test
##
## data: fraud and firearms
## t = -2.3324, df = 18, p-value = 0.03149
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -6.8237597 -0.3562403
## sample estimates:
## mean of x mean of y
## 12.12 15.71
To have 3 decimal places, we can use print() command
print(t.test(fraud, firearms, conf.level=.95, var.equal = TRUE), 3)
##
## Two Sample t-test
##
## data: fraud and firearms
## t = -2, df = 18, p-value = 0.03
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -6.824 -0.356
## sample estimates:
## mean of x mean of y
## 12.1 15.7
To illustate that we will have the same answer when we use the same approach in question 10.2.41
First, we need to get the data from the question
= 12.12
x1 = 3.56
s1 = 10
n1 = 15.71
x2 = 3.32
s2 = 10 n2
This is a pooled t-test, to compute pooled sample standard deviation we use the formula \(s_p= \frac{(n_1-1)s_1^2+(n_2-1)s_2^2}{n_1+n_2-2}\)
= sqrt( ( (n1-1)*s1^2 + (n2-1)*s2^2 )/ (n1+n2-2) )
sp sp
## [1] 3.442092
We need to find degree of freedom
= n1+n2-2 deg
Since the confidence level = 0.95, \(\alpha = 1-.95=.05\)To find \(t_{\alpha/2}\) we run
= .05
alpha = abs(qt(alpha/2,deg))
t_alpha2 t_alpha2
## [1] 2.100922
The 95% confidence interval is from… to…(Round to three decimal places as needed.)
To find confidence interval we use the formular \((\bar x_1 - \bar x_2) \pm t_{\alpha/2}.s_p\sqrt{1/n_1+1/n_2}\)
-x2) - t_alpha2*sp*sqrt(1/n1+1/n2) (x1
## [1] -6.824055
-x2) + t_alpha2*sp*sqrt(1/n1+1/n2) (x1
## [1] -0.3559446
Round to three decimal places
round((x1-x2) - t_alpha2*sp*sqrt(1/n1+1/n2),3)
## [1] -6.824
round((x1-x2) + t_alpha2*sp*sqrt(1/n1+1/n2),3)
## [1] -0.356
We finish a lot of complicated work by using R
Hope that helps!


--- layout: post title: Refactoring the Monster date: 2006-07-05 00:00:00 category: software-development ---
Refactoring the Monster: "Whatever code you’re wrestling with, take heart that it probably isn’t as bad as this. The basic rules every first-year comp-sci student learns: high cohesion and loose coupling— Remember those? Well, our system has no trace of them anywhere."


I’ve been trying out Supertop’s Castro 3, and it is nice! Looks nice, feels nice, performs nice. But nice enough for me to switch from Overcast?
I currently have some of my own uploads (Appendix 2 of The History of Rome) queued up in Overcast (which is a Premium feature). I don’t think I can do that with Castro, though maybe they’ll implement something like that someday (or, maybe someday Marco will yank that feature. :)
I often listen to my Overcast queue on the web via an SSB on desktop (available because I have not ‘converted to anonymous’ in the app). I don’t see any way to log in to Castro.fm to do the same, though. Since the only ID-related/sync-ish option seems to be to enable an iCloud backup (SOME-GUID.castrobackup), perhaps they could do something with CloudKit down the road for this?
Another place I process my episode queue is on my iPad. While the aforementioned Castro backup does get nicely processed at launch on iPad, the app interface is scaled (side note: the backup was also not up to date when I tried it). Overcast, on the other hand, takes advantage of landscape orientation and multitasking.
Given these differences, I’ll be sticking with Overcast for the time being.
Footnote/Photo: Speaking of time, at the bottom of the settings screen in Overcast it says how much time Smart Speed has saved me. 193 hours is nothing to sneeze at!


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{
@Html.AntiForgeryToken()
Association Form
@Html.ValidationSummary(true)
You've successfully authenticated with {{loginProvider}}.
Please enter a user name for this site below and click the Register button to finish
logging in.
@Html.LabelFor(m => m.item.userName, new { @class = "col-md-2 control-label" })


The Steps I Took To Make The Website
Steps
- Made Page With Html
- Learned CSS
Slowly putting things in as I learn
- classes and id's
- pseudoselectors
flexbox
- flex direction and wrap
- flex containers
- flex items and order
- etc., etc., etc.,
- added color transitions and hover functions(aka stuff that isn't hidden very well)
- trial and error and much frustration due to... trial and error.
- made current page
- made second CSS page for current page here
- made credits
Credits
Future Work
- JavaScript
- Python
- Julia


Reflections
November 30, 2014
I have paired with many other people to solve challenges in the past couple weeks. It's comforting to have someone to share your thoughts about the challenge. It's good to have someone else checking your work and looking for mistakes. You end up helping each other out. I believe that as long as both partners are not conflicting, it's very beneficial to pair with someone on a problem. By talking though a problem, you help yourself to memorize the subjects learned.
For the most part, my pairing sessions went smoothly. You sometimes have to compromise about which method to use when solving challenges with someone else. Sometimes the sessions were a bit one-sided. I had one pairing partner that took control over everything. He was navigating and driving at the same time. This was a little frustrating for me becuase I didn't feel like I was contributing enough.
I sometimes felt proud of myself if it was a postive feedback. I also felt some shame when it was negative feedback. I take the feedback as a way to guage myself and to discover things I need to improve. Next time I pair, I'm going to work on overall communication. I need to let my pairing partner know when I'm going to research a topic and let them know specifically what I'm researching.
I feel pairing and and feedback can really help me in my learning process. While pairing, you get to test yourself and expand your knowledge at the same time. Feedback lets me know whats wrong so that I can improve my future pairing sessions. Effective pairing is both beneficial for me and my partner. It just makes learning that much more fluent. It's not only a useful tool now but also in the future working in the industry.


| Reference | Class List | Member Functions | Typedefs | File List |
This function object wraps a boolean thread function object. The wrapped task function is invoked by calling the operator () and it is executed in regular time intervals until false is returned. The interval length may be zero. Please note that a pool's thread is engaged as long as the task is looped.
Definition at line 107 of file task_adaptors.hpp.
Public Types | |
| typedef void | result_type |
Public Member Functions | |
| looped_task_func (function0< bool > const &function, unsigned int const interval=0) | |
| void | operator() (void) const |
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Indicates the functor's result type.
Definition at line 115 of file task_adaptors.hpp. |
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Constructor.
Definition at line 122 of file task_adaptors.hpp. |
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Executes the task function. Definition at line 131 of file task_adaptors.hpp. |


"Slider more left: The more the big image appears in both hybrid images"
"Slider more right: The less the big image appears in both hybrid images"
"Slider more left: The less the small image appaers in both hybrid images"
"Slider more right: The more the small image appaers in both hybrid images"