Question

In: Statistics and Probability

Kroger reports that their full time employees make on average 14.50 dollars per hour. You want...

Kroger reports that their full time employees make on average 14.50 dollars per hour. You want to examine if the full time employees at the Richmond store are typical of all Kroger employees in terms of income. The Richmond store has 10 full time employees, and you attained their income below. Use a single-sample t-test to determine the outcome (alpha = .05, two-tailed).

Employee 1:   15.75 per hour

Employee 2:   11.75 per hour

Employee 3:   13.75 per hour

Employee 4:   13.50 per hour

Employee 5:   13.50 per hour

Employee 6:   13.50 per hour

Employee 7:   14.75 per hour

Employee 8:   12.50 per hour

Employee 9:   14.00 per hour

Employee 10: 12.00 per hour

provide the following information:

Null Hypothesis in sentence form :

Alternative Hypothesis in sentence form:
Critical Value(s) :

Calculations : Note: the more detail you provide, the more partial credit that I can give you if you make a mistake.

Outcome (determination of significance or not, and what this reflects in everyday language,)

Solutions

Expert Solution

Samples Standard Deviation
15.75 5.063
11.75 3.063
13.75 0.063
13.5 0.000
13.5 0.000
13.5 0.000
14.75 1.563
12.5 1.000
14 0.250
12 2.250
Total 135 13.250
Average 13.5 13.250/9 = 1.472
S - 1.213

To Test

represent average income of the employees per hour

H0 : = 14.50 Vs. H1 = 14.50

H0 :- The average full time income of employee is $14.50 per hour.

H1 :- The average full time income of employee is not $14.50 per hour.

Test Statistic:

t = ( ) / ( )

Where, :- Sample Mean

S :- Sample Standard Deviation

n :- Sample Size

t = ( ) / ( )

S2 = ( Xi - )2 / n-1 = 13.250 / 9 = 1.472

S = = = 1.214

Putting the value of S in the equation we get,

t = (13.5 - 14.5 ) / ( 1.214 / ) = -2.605

Test Criteria :- Reject H0 if -t < -, n-1

So we have t = -2.605,

-, n-1 = = -2.262

So, -2.605 > -2.262, hence we reject null hypothesis

Decision based on P value

P value = 0.0285

Reject null hypothesis if P-value < = 0.05 (Level of significance)

0.0285 < 0.05, hence we reject the null hypothesis and accept alternative hypothesis.

Conclusion :- Accepting alternative hypothesis,

The average full time income of employee is either greater than $14.50 per hour OR less than $14.50 per hour


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