For a recent year, the following are the numbers of homicides that occurred each month in New York City: 38, 30, 46, 40, 46, 49, 47, 50, 50, 42, 37, 37. Use a 0.05 significance level to test the claim that homicides in New York City are equally likely for each of the 12 months. State your conclusion about the claim.
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Question:
For a recent year, the following are the numbers of homicides that occurred each month in New York City: 38, 30, 46, 40, 46, 49, 47, 50, 50, 42, 37, 37. Use a 0.05 significance level to test the claim that homicides in New York City are equally likely for each of the 12 months. State your conclusion about the claim.
Answer:Each month is equally likelyStep-by-step explanation:Given that for a recent year, the following are the numbers of homicides that occurred each month in New York City: 38, 30, 46, 40, 46, 49, 47, 50, 50, 42, 37, 37.We have to check whether it is equally likely for each of the 12 monthsSet Hypotheses asH0: All months are equally likelyHa: atleast two months are not equally likely(Two tailed chisquare test at 5% significance level)This is a test for chi square goodness of fit and so assuming H0 to be truewe divide the total equaly among 12 months as expected Observed Expected Chi square
Jan 38 42.66666667 0.510416667
Feb 30 42.66666667 3.760416667
Mar 46 42.66666667 0.260416667
Apr 40 42.66666667 0.166666667
May 46 42.66666667 0.260416667
June 49 42.66666667 0.940104167
July 47 42.66666667 0.440104167
Aug 50 42.66666667 1.260416667
Sep 50 42.66666667 1.260416667
Oct 42 42.66666667 0.010416667
Nov 37 42.66666667 0.752604167
Dec 37 42.66666667 0.752604167
Total 512 512 10.375
df=11p value = 0.497Since p >0.05 our alpha we accept H0Each month is equally likely
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