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Interpret the output from an appropriate test of hypothesis for a particular context From the Psych_Data.xlsx dataset, use the Before Therapy (pre_ther) and After Therapy

Interpret the output from an appropriate test of hypothesis for a particular context

"From the Psych_Data.xlsx dataset, use the Before Therapy (pre_ther)and After Therapy (post_ther)scores to answer the question: "Does a short-term integrated therapy method lead to an improvementin one's mental health status?"Assume the (pre_ther) and (post_ther)scores are appropriate measures of one's mental health state and the higher the score, the better one's overall mental health. (a)What type of hypothesis test will you run? (b)State the Ho and Ha. (c) Give the test statistic, p-value, and decision from your test results (include Excel output).

gender therapy_pref pre_ther post_ther
Male group 38 38
Female individual 65 64
Male individual 44 46
Male individual 61 63
Female individual 40 40
Female mixed 49 47
Female mixed 59 57
Male mixed 56 58
Male mixed 59 60
Female group 46 44
Female group 51 52
Female group 58 58
Male group 59 58
Male group 61 62
Male group 49 50
Female individual 47 48
Female individual 48 50
Male individual 63 63
Male individual 43 42
Male individual 41 44
Female mixed 45 44
Female mixed 48 46
Female mixed 52 51
Male group 59 58
Female individual 63 66
Female mixed 64 64
Female mixed 53 55
Male mixed 51 50
Male mixed 50 49
Female group 54 53
Female group 61 62
Male group 55 54
Female individual 41 41
Male individual 50 51
Male individual 63 65
Male individual 54 52
Male mixed 57 60
Female group 45 45
Male individual 62 62
Male individual 60 59
Male individual 52 52
Female mixed 44 44
Male mixed 63 61
Female group 57 57
Female group 59 59
Female group 55 55
Male group 57 55
Male individual 58 57
Male individual 43 40
Female group 57 60
Female group 51 53
Female group 44 42
Female mixed 51 51
Female mixed 47 46
Male mixed 63 62
Female individual 55 56
Male individual 41 42
Male mixed 47 47
Male mixed 61 60
Female group 49 48
Male group 56 55
Male group 47 46
Male group 50 50
Female individual 37 36
Male individual 54 54
Female mixed 37 39
Female mixed 52 53
Male mixed 43 42
Male group 58 59
Male group 62 62
Female individual 52 52
Female mixed 53 53
Male mixed 64 64
Male group 41 40
Female mixed 45 46
Female group 55 56
Female group 48 51
Female individual 46 46
Male individual 51 52
Male mixed 69 69
Male individual 57 58
Male mixed 61 60
Male individual 55 57
Female mixed 63 64
Male group 68 69
Male mixed 59 59
Female group 61 62
Female group 50 51
Male mixed 60 59
Female group 49 49
Male group 62 60
Male individual 65 65
Female individual 49 51
Male individual 53 52
Male mixed 45 45
Female individual 59 59
Male individual 42 42
Female mixed 53 53
Male mixed 55 55
Female group 62 64
Female group 55 53
Male individual 43 45
Female mixed 58 58
Male mixed 53 53
Female mixed 62 62
Male individual 60 60
Female group 53 51
Female mixed 34 35
Female individual 58 57
Female individual 42 45
Female group 53 55
Male individual 50 52
Female mixed 49 49
Male mixed 53 52
Female individual 50 51
Female individual 57 55
Female individual 50 51
Male group 54 55
Male individual 62 63
Female mixed 38 40
Male individual 46 45
Female individual 57 58
Male group 36 35
Female individual 63 63
Female individual 55 54
Female group 52 53
Male individual 58 59
Female mixed 58 60
Male mixed 50 52
Male individual 40 42

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