Question

In: Statistics and Probability

easonal affective disorder (SAD) is a type of depression during seasons with less daylight (e.g., winter...

easonal affective disorder (SAD) is a type of depression during seasons with less daylight (e.g., winter months). One therapy for SAD is phototherapy, which is increased exposure to light used to improve mood. A researcher tests this therapy by exposing a sample of patients with SAD to different intensities of light (low, medium, high) in a light box, either in the morning or at night (these are the times thought to be most effective for light therapy). All participants rated their mood following this therapy on a scale from 1 (poor mood) to 9 (improved mood). The hypothetical results are given in the following table.

Light Intensity
Low Medium High
Time of
Day
Morning 5 5 7
6 6 8
4 3 6
7 7 9
5 9 5
6 8 7
Night 5 6 9
7 8 7
6 7 6
7 5 8
4 9 7
3 7 6

(a) Complete the F-table and make a decision to retain or reject the null hypothesis for each hypothesis test. (Round your answers to two decimal places. Assume experimentwise alpha equal to 0.05.)

Source of
Variation
SS df MS F
Time of day
Intensity
Time of
day ×
Intensity
Error
Total


State the decision for the main effect of the time of day.

Retain the null hypothesis.Reject the null hypothesis.    


State the decision for the main effect of intensity.

Retain the null hypothesis.Reject the null hypothesis.    


State the decision for the interaction effect.

Retain the null hypothesis.Reject the null hypothesis.    


(b) Compute Tukey's HSD to analyze the significant main effect.

The critical value is  for each pairwise comparison.


Summarize the results for this test using APA format.

Solutions

Expert Solution

Source of SS df MS F
Variation
Time of day 0.44 1 0.44 0.19
Intensity 18.06 2 9.03 3.93
Time of day *intensity 1.06 2 0.53 0.23
Error 69.00 30 2.30
Total 88.56 35

for the main effect of the time of day.      
      
p value=0.66>α,So      
      
-Retain the null hypothesis      
      
=============
      
for the main effect of intensity.      
      
p value=0.03<α, So      
      
-Reject the null hypothesis.          
      
=================
for the interaction effect.      
      
p value=0.80>α, So      
      
-Retain the null hypothesis.      

b)

q value(3,30) =    3.4865

critical value = q*√MSE/n = 3.4865*√(2.30/12) = 1.53


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