Question

In: Statistics and Probability

1. Use the following table to calculate the correlation coefficient (r).             and Interpret the results...

1. Use the following table to calculate the correlation coefficient (r).

            and Interpret the results in words.

Credibility

X

Persuasion Y

59

64

54

60

59

63

58

72

71

78

55

69

55

69

54

67

2.Explain Type I error

Solutions

Expert Solution

Ans:

1)

Credibility(x) Persuasion (y) xy x^2 y^2
1 59 64 3776 3481 4096
2 54 60 3240 2916 3600
3 59 63 3717 3481 3969
4 58 72 4176 3364 5184
5 71 78 5538 5041 6084
6 55 69 3795 3025 4761
7 55 69 3795 3025 4761
8 54 67 3618 2916 4489
Total= 465 542 31655 27249 36944

Correlation cofficient,r=(8*31655-465*542)/SQRT((8*27249-465^2)*(8*36944-542^2))

r=0.681

There is positive correlation between credibility and prsuasion.

2)Type I error:

When the null hypothesis is true and you reject it, you make a type I error. The probability of making a type I error is ?, which is the level of significance you set for your hypothesis test.

An ? of 0.05 indicates that you are willing to accept a 5% chance that you are wrong when you reject the null hypothesis. To lower this risk, you must use a lower value for ?. However, using a lower value for alpha means that you will be less likely to detect a true difference if one really exists.


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