In: Statistics and Probability
in tossing a coin 1024 times we get 460 tails. is this coin fair? use a significance level equal to 5%
in tossing a coin 1024 times we get 460 tails. is this coin fair? use a significance level equal to 5%.
For a fair coin, probability of tail= head=0.5.
Therefore
Ho: P=0.5, H1: P≠0.5
One sample proportion test used
p=460/1024 =0.4492


= -3.25
Table value of z at 0.05 level = 1.96
Rejection Region: Reject Ho if z < -1.96 or z > 1.96
Calculated z = -3.25 falls in the rejection region
The null hypothesis is rejected.
There is enough evidence to conclude that the coin is not fair.
| 
 Z Test of Hypothesis for the Proportion  | 
|
| 
 Data  | 
|
| 
 Null Hypothesis p =  | 
 0.5  | 
| 
 Level of Significance  | 
 0.05  | 
| 
 Number of Items of Interest  | 
 460  | 
| 
 Sample Size  | 
 1024  | 
| 
 Intermediate Calculations  | 
|
| 
 Sample Proportion  | 
 0.44921875  | 
| 
 Standard Error  | 
 0.0156  | 
| 
 Z Test Statistic  | 
 -3.2500  | 
| 
 Two-Tail Test  | 
|
| 
 Lower Critical Value  | 
 -1.9600  | 
| 
 Upper Critical Value  | 
 1.9600  | 
| 
 p-Value  | 
 0.0012  | 
| 
 Reject the null hypothesis  | 
|