In: Statistics and Probability
A veterinarian is interested in determining whether or not an overweight dog would benefit more from daily 30 minute walks or from 30 minutes of daily play in a dog park. Design an experiment for the veterinarian, using 60 chubby dogs.
Step 1:
Out of the 30 chubby dogs. form two independents groups:
Group 1: Control Group: Chubby dogs of 30 Nos.
Group 2: Experimental Group: Chubby dogs of 30 Nos.
Step 2:
Randomly assign 30 dogs to each of the above 2 gropus.
Step 3:
Determine the characteristic which defines the benefit of an overweight dog: such as speed of running.
Step 4:
Measure the characteristic of interest for each of the 30 dogs in both the groups seperately.
Step 5:
Calculate the average of charateristic of interest foreach of the 2
groups seperately.
Step 6:
Conduct the experiment as folloes:
Group 1: Each of the 30 dogs in Group 1 for 30 minutes
Group 2: Each of the 30 dogs in Group 2 for more than 30minutes.
Step 7:
Calculate the improvement in due to the experiment for Group 1 and
Group 2 seperately.
Step 8:
Use Hypothesis testing to test whether the improvement is statistically significant.
Step 9:
The confounding variables which can affect the experiment are to be kept controlled throughout the experimentation, such as diet for the dogsetc.