In: Statistics and Probability
A study was conducted to explore the relationship between a child's birth order and the chances of becoming a juvenile delinquent. The participants were a random sample of girls enrolled in public high schools in a large city. Each girl filled out a questionnaire that asked for their birth order and measured whether they had shown delinquent behavior. The data are given in the table below. Test at the 0.01 significance level.
Yes No
Oldest 24 285
In-Between 29 247
Youngest 35 211
Only child 23 70
SHOW STEP BY STEP
A) Calculate all the expected values
B)Calculate the contributions to the chi-squared statistic, label which each is
C) Which cell will contribute the most to the chi-squared statistic
D) Which cell will contribute the least to the chi-squared statistic
E)Calculated the chi-squared statistic
Given,
Yes | No | Total | |
Oldest | 24 | 285 | 309 |
In-between | 29 | 247 | 276 |
Youngest | 35 | 211 | 246 |
Only child | 23 | 70 | 93 |
Total | 111 | 813 | 924 |
A)
E: Expected Value
Yes | No | Total | |
Oldest | (309*111)/924 | (309*813)/924 | 309 |
In-between | (276*111)/924 | (276*813)/924 | 276 |
Youngest | (246*111)/924 | (246*813)/924 | 246 |
Only child | (93*111)/924 | (93*813)/924 | 93 |
Total | 111 | 813 | 924 |
Yes | No | Total | |
Oldest | 37.1201 | 271.8799 | 309 |
In-between | 33.1558 | 242.8442 | 276 |
Youngest | 29.5519 | 216.4481 | 246 |
Only child | 11.1721 | 81.8279 | 93 |
Total | 111 | 813 | 924 |
Test Statistic
O-E | Yes | No | |
Oldest | -13.1201 | 13.1201 | |
In-between | -4.1558 | 4.1558 | |
Youngest | 5.4481 | -5.4481 | |
Only child | 11.8279 | -11.8279 |
contributions to the chi-squared statistic:
(O-E)/E2 | Yes | No |
Oldest | 4.637317 | 0.633139 |
In-between | 0.520905 | 0.07112 |
Youngest | 1.004376 | 0.137129 |
Only child | 12.52227 | 1.709682 |
C)
Cell contribute the most to the chi-squared statistic : Only child - Yes : 12.52227
D)
Cell contribute the least to the chi-squared statistic : In-between - no : 0.07112
E)
Chi-squared statistic:
(O-E)2/E | Yes | No | Total | |
Oldest | 4.637317 | 0.633139 | 5.270456 | |
In-between | 0.520905 | 0.07112 | 0.592025 | |
Youngest | 1.004376 | 0.137129 | 1.141505 | |
Only child | 12.52227 | 1.709682 | 14.23195 | |
Total | 21.23593 |
Chi-squared statistic:
Chi-squared statistic: 21.23593