c. Calculate an approximate 95% confidence interval for the exponentiated coefficient of Police. Write a sentence that interprets this interval in context of the problem. d. Compute the expected count...


c. Calculate an approximate 95% confidence interval for the exponentiated coefficient of Police.<br>Write a sentence that interprets this interval in context of the problem.<br>d. Compute the expected count of homicides in Chicago (Chicago covariate values are at the start<br>of the problem).<br>

Extracted text: c. Calculate an approximate 95% confidence interval for the exponentiated coefficient of Police. Write a sentence that interprets this interval in context of the problem. d. Compute the expected count of homicides in Chicago (Chicago covariate values are at the start of the problem).
The Federal Bureau of Investigation (FBI), as part of its internal security mission,<br>serves as a database for all the reported crimes committed in the United States. One question<br>that might be of interest is does having more police officers reduce the number of homicides? To<br>investigate this claim, the 2013 data from the twenty largest municipal cities was supplied by the<br>FBI's Uniform Crime Report. Below are two observations from the dataset:<br>> head (cities)<br>City<br>Pop Homicides<br>Police<br>Density MedHome Mayor<br>1<br>New York<br>8175.133<br>335<br>4.2595<br>27016.30<br>5.5390<br>1<br>2<br>Chicago<br>2695.598<br>414<br>4.4309<br>11843.58<br>1.8310<br>The variables included in the study are:<br>Name of city<br>Population of city in 1,000s of people<br>Number of homicides in the year 2013<br>Number of police officers per 1,000 people<br>Number of people per square mile<br>Median home price in $100,000<br>1 if city has a ]z|) (Intercept) -2.19745 0.35530 -6.185 1.31e-05 Police 0.05424 0.11390 0.476 0.640352 i MedHome -0.28076 0.05630 -4.987 0.000134 Мayor 0.60000 0.31171 1.925 0.072219 (Dispersion parameter for poisson family taken to be 1) "/>
Extracted text: The Federal Bureau of Investigation (FBI), as part of its internal security mission, serves as a database for all the reported crimes committed in the United States. One question that might be of interest is does having more police officers reduce the number of homicides? To investigate this claim, the 2013 data from the twenty largest municipal cities was supplied by the FBI's Uniform Crime Report. Below are two observations from the dataset: > head (cities) City Pop Homicides Police Density MedHome Mayor 1 New York 8175.133 335 4.2595 27016.30 5.5390 1 2 Chicago 2695.598 414 4.4309 11843.58 1.8310 The variables included in the study are: Name of city Population of city in 1,000s of people Number of homicides in the year 2013 Number of police officers per 1,000 people Number of people per square mile Median home price in $100,000 1 if city has a "Strong Mayor" form of government; 0 if not City Рор Homicides Police Density MedHome Мayor Model: log(u;) = Bo + B1Police; + B2MedHome; + B3I(Mayor;) + log(Pop;) mod1 glm (Homicides ~ Police + MedHome + Mayor, family=poisson, offset=log (Pop)) Coefficients: Estimate Std. Error z value Pr(>]z|) (Intercept) -2.19745 0.35530 -6.185 1.31e-05 Police 0.05424 0.11390 0.476 0.640352 i MedHome -0.28076 0.05630 -4.987 0.000134 Мayor 0.60000 0.31171 1.925 0.072219 (Dispersion parameter for poisson family taken to be 1)
Jun 11, 2022
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