Gun Murders - Texas vs New York - Significance
Test
In 2011, New York had much stricter gun laws than Texas. For that
year, the proportion of gun murders in Texas was greater than in
New York. Here we test whether or not the proportion was
significantly greater in Texas. The table below
gives relevant information. Here, the p̂'s are population
proportions but you should treat them as sample proportions. The
standard error (SE) is given to save calculation time if
you are not using software.
Data Summary
number of | total number | Proportion | |
State | gun murders (x) | of murders (n) | p̂ = (x/n) |
Texas | 709 | 1099 | 0.64513 |
New York | 455 | 774 | 0.58786 |
Standard Error (SE) = 0.02276
The Test: Test the claim that the proportion of gun murders was significantly greater in Texas than New York in 2011. Use a 0.05 significance level.
(a) Letting p̂1 be the proportion of gun murders in Texas and p̂2 be the proportion from New York, calculate the test statistic using software or the formulaz =
(p̂1 − p̂2)− δp |
SE |
where δp is the hypothesized
difference in proportions from the null hypothesis and the standard
error (SE) is given with the data. Round your
answer to 2 decimal places.
z =
To account for hand calculations -vs- software, your answer
must be within 0.01 of the true answer.
(b) Use software or the z-table to get the P-value of the test
statistic. Round to 4 decimal places.
P-value =
(c) What is the conclusion regarding the null hypothesis?
reject H0
fail to reject H0
(d) Choose the appropriate concluding statement.
The data supports the claim that the proportion of gun murders was significantly greater in Texas than New York.
While the proportion of gun murders in Texas was greater than New York, the difference was not great enough to be considered significant.
We have proven that the stricter gun laws in New York actually decreased the proportion of gun murders below the rate in Texas.
We have proven there was no difference in the proportion of gun murders between Texas and New York.
Let denote the proportions of gun murders in Texas and New York respectively.
a)
d) The appropriate concluding statement -
ans-> The data supports the claim that the proportion of gun murders was significantly greater in Texas than New York.
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