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inear Regression model

  1. Using SAS generate a Linear Regression model for Dataset 2. (10 points)
  2. A particular patient suffering from diabetes has an A1C level of 7.5 and needs to spend time at the gym to bring it below 6.5 to be non-diabetic. Dataset 8 contains information on number of hours spent at the gym for workout and the reduction in A1C level. Using Excel generate a logistic regression model for the data contained in Dataset 8. (20 points)
  3. Perform a T-test for the data provided in Dataset 3 to ascertain if the null hypothesis can be rejected. (25 points)
  4. Using SAS generate a multiple linear regression model for Dataset 7. (20 points)
  5. Calculate if there is a significant difference between the experimental and control groups for the data represented in Dataset using One-Way ANOVA (in MS Excel or SAS). Assuming that the alpha value is 0.05 calculate the F value and p-value. (25 points)

Sample Solution

fter the revolutionary war, the west made the first fully automatic gun.(see appendix G) It was made of 6 barrels that was held together by strips of metal and rested on wheels. The accuracy was horrible because it sits on the ground without sights. The distance was about two and a half miles each bullet. It could fire 400 bullets per minute.(Keller, 2011) Samuel Colt developed the first mass-produced, multi-shot, revolving firearms.(see appendix H) Various revolving designs had been around for centuries, but precision parts couldn’t be made with available technologies. Colt was the first to apply Industrial Age machining tools to the idea. Mass production made the guns affordable. Reliability and accuracy made the Colt a favorite of soldiers and frontiersmen.”(Pbs, 2015) In 1892, the first automatic pistol(see appendix I) was created by Joseph Laumann.(Hallowell, 2015) Then in eight years later the automatic weapons were always used. John Moses Browning came up with the .30 caliber and the .50 caliber automatic weapons in 1917.(Hallowell, 2015) Since then the evolution of automatic firearms have been improving for centuries now. Not only have they improved but also been coming up with many different makes and models. The next major weapon technology was in 1640 was the flintlock gun. This gun solved the problem for shooters. For most of the guns that existed, they had covering over the powder that you had to remove manually. The Flintlock fixed this, by have the cover fly back making a spark automatically. That design lasted for almost 2 centuries without changes. The Civil War was when they introduced the Spencer repeating guns.(see appendix J) They used cartridges that shot 7 rounds every 15 seconds. The army didn’t want to use them because they thought the soldiers would shoot too much, constantly needing more ammunition. But in 1863, President Lincoln test-fired the Spencer and approved them.(Hallowell, 2012) His approval made the army buy 107,372 Spencer repeating rifles. This gun became the main use of the Civil War. The Winchester rifles comes into production in 1873. Then in 1887 the first use of a shotgun(see appendix K) was released by Winchester. They made the first automatic rifle.(Hallowell, 2012) This is still used today as sport and a hobby. Around 1914, the Germans got their hands on the machine gun plans. They first designed th
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