Identify the correlation coefficient for data set

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Reference no: EM131667443

The researcher wants to conduct a correlation to investigate further if there is a relationship between hours of sleep and reaction time. For this experiment, participants are allowed to sleep as much as they would like (that is, they are not assigned to sleep any specific number of hours). When 20 participants come to their appointment time, they report to the researcher how many hours of sleep they had the previous night. The researcher then tests their reaction times. You can find the data for this Assignment in the Weekly Data Set forum found on the course navigation menu.

submit your answers to the following. Use SPSS to determine if amount of sleep is related to reaction time.

1. Before computing the correlation, state the null hypothesis and alternative hypothesis in words (not formulas).

2. Based on the hypotheses you stated, explain whether the researcher should conduct a one-tailed or two-tailed test.

3. Identify the correlation coefficient (r) for this data set using SPSS.

4. State the degrees of freedom and explain how you calculated it by hand.

5. Identify the p value using SPSS.

6. Explain whether the researcher should retain or reject the null hypothesis.

7. Are the results statistically significant? Explain how you know.

8. Explain what the researcher can conclude about the relationship between amount of sleep and reaction times. Include a description of the direction and strength of the relationship.

Be sure to fully explain the rationale for your answer to each question, including evidence from the text and Learning Resources.

Provide an APA reference list.

Submit three documents for grading:
Your text (Word) document with your answers and explanations to the assignment questions, your SPSS Data file, and your SPSS Output file, your SPSS Data file , and your SPSS Output file.

Participant

Sleep Time

Reaction Time

1

7.5

0.78

2

7.25

0.81

3

6.25

0.79

4

8.5

0.64

5

6.25

0.81

6

7.25

0.72

7

5.5

0.9

8

8.5

0.6

9

7.25

0.86

10

5.5

0.84

11

6

0.78

12

6.25

0.9

13

7

0.92

14

7

0.88

15

6

0.84

16

7

0.81

17

8.5

0.67

18

7.25

0.91

19

6.75

0.64

20

6.25

0.89

Verified Expert

The given word file contains the basic worked out solutions for problems on basic hypothesis testing on Pearson's product-moment correlation coefficient t-test. The whole assignment has a single agenda and the results are pretty much clearly given in the summary. The software used for this assignment is SPSS. The data file and the outputs are also attached.

Reference no: EM131667443

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Be sure to fully explain the rationale for your answer to each question, including evidence from the text and Learning Resources. Provide an APA reference list. Submit three documents for grading: • Your text (Word) document with your answers and explanations to the assignment questions, your SPSS Data file, and your SPSS Output file, your SPSS Data file , and your SPSS Output file.

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