Question: I need to develop a regression in stata that represents the varaibles that affect crime rate. I need help to come up with an initial

I need to develop a regression in stata that represents the varaibles that affect crime rate. I need help to come up with an initial regression equation that makes sense with the theory available so i can improve it from there, this is the information: Project Report (The determinants of the crime rate in
North Carolina in 1985)
Your mission is to build a regression model to explain the crime rate (for 1985) in the US
State of North Carolina. You should build a good econometric model that explains the
dependent variable. Build your model carefully and methodically, using Stata and according
to the procedures outlined and discussed in laboratories and lectures. Document what you do.
It is important you develop your model according to acceptable economic practices. All
necessary materials (data, readings, etc.) will be posted to the Module Moodle page (under
the Project Section at the bottom of the page).
Variables / Data
These data refer to the US state of North Carolina in 1985. There are 89 observations (by
county). Your dependent variable is crimerate, it is the number of crimes committed per-
person in each county. The rest of the data are as follows:
county county identifier (dont use as explanatory variable)
prbarr 'probability' of arrest
prbconv 'probability' of conviction if arrested
prbpris 'probability' of prison sentence if convicted
avgsen avg. sentence, days
polpc police per capita
density people per sq. mile
taxpc tax revenue per capita
west =1 if in western N.C.
central =1 if in central N.C.
urban =1 if in SMSA
pctmin80 percentage of population ethnic minority in 1980
wcon weekly wage in construction
wtuc weekly wage in transport, utilities and communications
wtrd weekly wage, wholesale, retail trade
wfir weekly wage, financial, insurance, real estate
wser weekly wage, service industry
wmfg weekly wage, manufacturing
wfed weekly wage, federal employees
wsta weekly wage, state employees
wloc weekly wage, local govt employees
pctymle percent of population young male
crmrtelag crimerate variable in 1984(previous year)Note these data have come via the Wooldridge textbook. I dont have further information on
variable definitions, but they are reasonably intuitive.

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