In: Statistics and Probability
Test the following hypotheses and interpret your findings.
Hypothesis |
Sample Findings |
Sample Size |
Confidence Level |
Your Test Results |
Your Findings |
Mean: 7.5 Std. Dev.: 1.2 |
Mean: 8.5 |
670 |
95% |
||
Percent: 86% |
p = 95% |
1000 |
99% |
||
Mean: 125 Std. Dev.: 15 |
135 |
500 |
95% |
||
Percent: 33% |
p = 31 |
120 |
99% |
Ans 1 ) using excel
Z Test of Hypothesis for the Mean | |
Data | |
Null Hypothesis m= | 7.5 |
Level of Significance | 0.05 |
Population Standard Deviation | 1.2 |
Sample Size | 670 |
Sample Mean | 8.5 |
Intermediate Calculations | |
Standard Error of the Mean | 0.046360045 |
Z Test Statistic | 21.57029851 |
Two-Tail Test | |
Lower Critical Value | -1.959963985 |
Upper Critical Value | 1.959963985 |
p-Value | 0 |
Reject the null hypothesis |
we will reject Ho because p value is 0
Ans 2 ) using excel
Z Test of Hypothesis for the Proportion | |
Data | |
Null Hypothesis p = | 0.86 |
Level of Significance | 0.01 |
Number of Items of Interest | 950 |
Sample Size | 1000 |
Intermediate Calculations | |
Sample Proportion | 0.95 |
Standard Error | 0.010972693 |
Z Test Statistic | 8.202179436 |
Two-Tail Test | |
Lower Critical Value | -2.575829304 |
Upper Critical Value | 2.575829304 |
p-Value | 2.22045E-16 |
Reject the null hypothesis |
we will reject Ho because p value is less than 0.01
Ans 3 ) using excel
Z Test of Hypothesis for the Mean | |
Data | |
Null Hypothesis m= | 125 |
Level of Significance | 0.05 |
Population Standard Deviation | 15 |
Sample Size | 500 |
Sample Mean | 135 |
Intermediate Calculations | |
Standard Error of the Mean | 0.670820393 |
Z Test Statistic | 14.90711985 |
Two-Tail Test | |
Lower Critical Value | -1.959963985 |
Upper Critical Value | 1.959963985 |
p-Value | 0 |
Reject the null hypothesis |
we will reject Ho because p value is less than 0.05
Ans 4 ) using excel
we have
Z Test of Hypothesis for the Proportion | |
Data | |
Null Hypothesis p = | 0.33 |
Level of Significance | 0.01 |
Number of Items of Interest | 31 |
Sample Size | 120 |
Intermediate Calculations | |
Sample Proportion | 0.258333333 |
Standard Error | 0.042924352 |
Z Test Statistic | -1.669603925 |
Two-Tail Test | |
Lower Critical Value | -2.575829304 |
Upper Critical Value | 2.575829304 |
p-Value | 0.094997753 |
Do not reject the null hypothesis |
do not reject Ho because p value 0.095 > 0.01