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 startof the problem). 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 questionthat might be of interest is does having more police officers reduce the number of homicides? Toinvestigate this claim, the 2013 data from the twenty largest municipal cities was supplied by theFBI's Uniform Crime Report. Below are two observations from the dataset:> head (cities)CityPop HomicidesPoliceDensity MedHome Mayor1New York8175.1333354.259527016.305.539012Chicago2695.5984144.430911843.581.8310The variables included in the study are:Name of cityPopulation of city in 1,000s of peopleNumber of homicides in the year 2013Number of police officers per 1,000 peopleNumber of people per square mileMedian home price in $100,0001 if city has a "Strong Mayor" form of government; 0 if notCityРорHomicidesPoliceDensityMedHomeМayorModel: log(u;) = Bo + B1Police; + B2MedHome; + B3I(Mayor;) + log(Pop;)mod1glm (Homicides ~ Police + MedHome + Mayor, family=poisson, offset=log (Pop))Coefficients:Estimate Std. Error z value Pr(>]z|)(Intercept) -2.197450.35530-6.185 1.31e-05Police0.054240.113900.476 0.640352iMedHome-0.280760.05630-4.987 0.000134Мayor0.600000.311711.925 0.072219(Dispersion parameter for poisson family taken to be 1)

From the given information, the regression model is, logμi=β0+β1Policei+β2MedHomei+β3IMayori+logPopi…

Answered: c. Calculate an approximate 95%…

MATLAB: An Introduction with Applications

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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.