Samuel recently got his first dog, and he's considering if he should pay for professional dog training. He's skeptical paying for this training is worth it, but fortunately Samuel is a statistician and friends with some researchers at the veterinary school. They randomly recruit 70 dogs to take part in the study, and a respected pet trainer in the region agrees to help train these dogs as part of the study. Prior to the study, Samuel and the vets pair off all the dogs based on both biological characteristics as well as owner characteristics. As a result, they have 35 pairs of dogs that are relatively similar. One dog in each pair is randomly chosen to receive the professional behavior training, while the other dog will not receive the training (but will still be trained by its owners). After training the dogs for two months, a second professional dog trainer is brought in to assess the obedience levels of all the dogs. Assume they are able to do so and can convert their ratings to a 0-100 point scale (treat this as being quantitative and not categorical). A 100 is a perfectly obedient dog. The second dog trainer does not know which dog received the treatment and which received the control. Professionally trained? St Dev Pair 1 Pair 2 Pair 35 Mean No Yes Diff (yes - no) 88 56 34 62.1 11.3 97 52 47 70.4 14.1 9 -4 ... 13 8.3 4.02 Histograms for each of the three rows of data indicates that they are reasonably close to being normally distributed. Calculate the appropriate test statistic to test the hypothesis H, : Ha = 0 vs. HA : Ha > 0 if µa is the true mean difference in obedience score a dog would receive if they were professionally trained instead of being solely trained by its owners. Give your answer to two digits past the decimal point. Answer: At an a 0.01 significance level, what's the formal conclusion to our hypothesis test and a reasonable interpretation of the conclusion to this study?
Samuel recently got his first dog, and he's considering if he should pay for professional dog training. He's skeptical paying for this training is worth it, but fortunately Samuel is a statistician and friends with some researchers at the veterinary school. They randomly recruit 70 dogs to take part in the study, and a respected pet trainer in the region agrees to help train these dogs as part of the study. Prior to the study, Samuel and the vets pair off all the dogs based on both biological characteristics as well as owner characteristics. As a result, they have 35 pairs of dogs that are relatively similar. One dog in each pair is randomly chosen to receive the professional behavior training, while the other dog will not receive the training (but will still be trained by its owners). After training the dogs for two months, a second professional dog trainer is brought in to assess the obedience levels of all the dogs. Assume they are able to do so and can convert their ratings to a 0-100 point scale (treat this as being quantitative and not categorical). A 100 is a perfectly obedient dog. The second dog trainer does not know which dog received the treatment and which received the control. Professionally trained? St Dev Pair 1 Pair 2 Pair 35 Mean No Yes Diff (yes - no) 88 56 34 62.1 11.3 97 52 47 70.4 14.1 9 -4 ... 13 8.3 4.02 Histograms for each of the three rows of data indicates that they are reasonably close to being normally distributed. Calculate the appropriate test statistic to test the hypothesis H, : Ha = 0 vs. HA : Ha > 0 if µa is the true mean difference in obedience score a dog would receive if they were professionally trained instead of being solely trained by its owners. Give your answer to two digits past the decimal point. Answer: At an a 0.01 significance level, what's the formal conclusion to our hypothesis test and a reasonable interpretation of the conclusion to this study?
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Transcribed Image Text:Samuel recently got his first dog, and he's considering if he should pay for professional dog training. He's skeptical paying for this training is worth it,
but fortunately Samuel is a statistician and friends with some researchers at the veterinary school. They randomly recruit 70 dogs to take part in the
study, and a respected pet trainer in the region agrees to help train these dogs as part of the study.
Prior to the study, Samuel and the vets pair off all the dogs based on both biological characteristics as well as owner characteristics. As a result, they
have 35 pairs of dogs that are relatively similar. One dog in each pair is randomly chosen to receive the professional behavior training, while the other
dog will not receive the training (but will still be trained by its owners).
After training the dogs for two months, a second professional dog trainer is brought in to assess the obedience levels of all the dogs. Assume they are
able to do so and can convert their ratings to a 0-100 point scale (treat this as being quantitative and not categorical). A 100 is a perfectly obedient dog.
The second dog trainer does not know which dog received the treatment and which received the control.
Professionally
Pair 1
Pair 2
Pair 35
Mean
St Dev
trained?
No
88
56
34
62.1
11.3
...
Yes
97
52
47
70.4
14.1
..
Diff (yes - no)
9
-4
13
8.3
4.02
..
Histograms for each of the three rows of data indicates that they are reasonably close to being normally distributed.
Calculate the appropriate test statistic to test the hypothesis Ho : Ha = 0 vs. HA : Hà > 0 if µa is the true mean difference in obedience score a
dog would receive if they were professionally trained instead of being solely trained by its owners. Give your answer to two digits past the decimal
point.
Answer:
At an a = 0.01 significance level, what's the formal conclusion to our hypothesis test and a reasonable interpretation of the conclusion to this study?
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