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
Your mission is to build a regression model to explain the crime rate for 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 There are 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 if in western NC
central if in central NC
urban if in SMSA
pctmin percentage of population ethnic minority in
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 previous yearNote 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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