In: Statistics and Probability
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,)
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