A therapist interested in helping individuals with Ophidiophobia (fear of snakes
ID: 3395629 • Letter: A
Question
A therapist interested in helping individuals with Ophidiophobia (fear of snakes). In order to do this, the therapist is going to slowly desensitize the patients to snakes. He needs to find a starting point so he presented a sample of 4 ophidiophobics with snake related stimuli and measured their physiologic response in response to each stimuli (l(not at all afraid) - 20 (extremely afraid)). The data is presented in the table below: Using an a = .01, conduct the appropriate hypothesis test to find if significant differences exist between snake-related stimuli and their effect on physiological response. Show all 4 hypothesis testing steps, and show an ANOVA summary table. Conduct a Tukey's HSD test. Write a passage summarizing the results in APA format.Explanation / Answer
Sol)
Hypothesis 1
Ho: All the four Treatment means are equal
H1: All the four treatments are not equal
Hypothesis 2:
H0: All the blocks means are equal
H1: All the blocks means are not equal
Level of significance:1%
Test statistic:
Conclusion:
For treatments: F cal =3.93
and P value=0.07 > 0.01, we accept Ho. Hence all the treatment means are equal
For blocks: F cal=21.8
and P value=0.0017<0.01 we reject the Ho.
Hence all the block means are not equal
Anova: Two-Factor Without Replication SUMMARY Count Sum Average Variance 1 3 33 11 13 2 3 21 7 25 3 3 18 6 12 4 3 27 9 43 picture 4 16 4 4.666667 plastic 4 31 7.75 10.91667 rubber 4 52 13 6.666667 ANOVA Source of Variation SS df MS F P-value F crit Rows 44.25 3 14.75 3.933333 0.072353 4.757063 Columns 163.5 2 81.75 21.8 0.00177 5.143253 Error 22.5 6 3.75 Total 230.25 11Related Questions
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