pop. population
crimes. total number index crimes
unem. unemployment rate
officers. number police officers
pcinc. per capita income
west. =1 if city in west
nrtheast. =1 if city in NE
south. =1 if city in south
year. 82 or 87
area. land area, square miles
d87. =1 if year = 87
popden. people per sq mile
crmrte. crimes per 1000 people
offarea. officers per sq mile
lawexpc. law enforce. expend. pc, $
polpc. police per 1000 people
lpop. log(pop)
loffic. log(officers)
lpcinc. log(pcinc)
llawexpc. log(lawexpc)
lpopden. log(popden)
lcrimes. log(crimes)
larea. log(area)
lcrmrte. log(crmrte)
clcrimes. change in lcrimes
clpop. change in lpop
clcrmrte. change in lcrmrte
lpolpc. log(polpc)
clpolpc. change in lpolpc
cllawexp. change in llawexp
cunem. change in unem
clpopden. change in lpopden
lcrmrt_1. lcrmrte lagged
ccrmrte. change in crmrte