Conduct a hypothesis test for a single population


Discuss the below:

Conduct a hypothesis test for a single population mean of a quantitative variable equal to a given number.

For example, test the hypothesis that the population mean of the intrinsic is equal to 5 or not.

Use all 25 data rows. Since n<30, use a t statistic.

For this and any hypothesis test, number the five steps as in the book.

Provide the following summary table.
Null and Alternative Hypotheses
H0:
H1:
Significance Level
Degrees of freedom
Critical Value α =
df =
tcrit =
Test Value
t=
Decision

Write this as a coherent integrated report with an introduction, description of methods, results, interpretation of results, and conclusion, with references.

GENDER AGE DEPT POSITION TENURE OVERALL INTRINSIC EXTRINSIC BENEFITS
1 2 2 1 1 4.5 3.2 4.4 6
1 1 2 1 3 3.5 3.5 3.7 5.9
1 1 1 1 2 6.1 4.8 6.8 5.8
1 3 2 1 3 4.2 4.9 6.2 5.5
1 2 1 1 1 4.1 5.5 5.2 4.1
1 3 3 2 2 4.2 4.3 5.6 5.3
1 3 3 2 2 5.3 6.1 4.8 3.6
1 3 3 2 1 5 6.5 4 5.2
1 3 3 2 1 6.4 6.6 5.5 4.5
2 3 2 1 1 5.4 3.8 4.7 4.6
2 2 2 1 3 4.3 4.6 4.6 6.2
2 2 1 1 3 3 5.6 5.5 4.8
2 1 2 1 1 3.2 5.7 4.9 4.8
2 1 2 1 3 6 5.7 4.6 3.5
2 3 1 2 1 6.7 3.4 6.1 4.9
2 1 2 2 2 6.8 3.6 3.5 4.7
2 2 3 2 3 6.1 3.7 3.2 3.4
2 1 1 2 2 6.5 4 5.9 3.6
2 3 1 2 2 3.3 4.2 5.3 3.7
2 1 2 2 2 6.6 4.5 3.4 4.2
2 2 2 2 2 5.5 5.6 5.6 5.8
2 2 3 2 2 4 5.9 3.7 6.2
2 2 3 2 3 2.9 6 4.4 3.6
2 2 1 2 2 4.6 6.2 4.6 4.6
2 2 3 2 2 5.2 6.4 4.6 5.6

KEY TO JOB SATISFACTION SURVEY
Gender
1 Male
2 Female
Age
1 21 and under
2 22-49
3 50 and over
Department 
1 Human Resources
2 Information Technology
3 Administration
Position
1 Hourly Employee (Overtime Eligible)
2 Salaried Employee (No Overtime)
Tenure With Company
1 Less than 2 years
2 2 to 5 years
3 Over 5 Years
OVERALL Scale from 1-7
  1 = Least Satisfied
  7 = Most Satisfied
INTRINSIC Scale from 1-7
  1= Least Satisfied
  7= Most Satisfied
EXTRINSIC Scale from 1-7
  1 = Least Satisfied
  7 = Most Satisfied
BENEFITS Scale from 1-7
  1= Least Satisfied
  7= Most Satisfied

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Basic Statistics: Conduct a hypothesis test for a single population
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