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I want you translate this stata code to julia code: clear * Read CPS data file use weekly.dta, clear / / List all variables ds
I want you translate this stata code to julia code:
clear
Read CPS data file
use "weekly.dta", clear
List all variables
ds
Rename variables by removing XRND suffix
foreach var of varlist STATUSWKNUMXRND STATUSWKNUMXRND
local newname : subinstr local var XRND all
rename varnewname
Confirm that variable names have been changed
ds
List all variables
ds
Rename variables by removing XRND suffix
foreach var of varlist STATUSWKNUM STATUSWKNUM
local newname : subinstr local var "NUM" all
rename varnewname
Confirm that variable names have been changed
ds
rename
forval i
local oldvar STATUSWKstringif
local newvar STATUSWKi
rename oldvarnewvar
Reshape the data from wide to long format
reshape long STATUSWK iCASEID jWeek
Sort data by household ID year, and month
sort CASEID date
Identify the panel and time variables using tsset
tsset CASEID date
Create a lagged variable for employment status within each household
by CASEID: gen STATUSWKLAG STATUSWKn if n
egen sumweightlagemp totalweight if STATUSWKLAG & STATUSWKLAG STATUSWKLAG STATUSWKLAG byWeek
egen sumweightlagunemp totalweight if STATUSWKLAG STATUSWKLAG byWeek
egen sumweightlaginac totalweight if STATUSWKLAG byWeek
Create transition variables
gen emptounemp STATUSWKLAG & STATUSWKLAG STATUSWKLAG STATUSWKLAG & STATUSWK STATUSWK
gen unemptoemp STATUSWKLAG STATUSWKLAG & STATUSWK & STATUSWK STATUSWK STATUSWK
gen emptoinac STATUSWKLAG & STATUSWKLAG STATUSWKLAG STATUSWKLAG & STATUSWK
gen inactoemp STATUSWKLAG & STATUSWK & STATUSWK STATUSWK STATUSWK
gen unemptoinac STATUSWKLAG STATUSWKLAG & STATUSWK
gen inactounemp STATUSWKLAG & STATUSWK STATUSWK
Calculate sum of weights for transitions by Week
egen sumweightemptounemp totalweight emptounemp byWeek
egen sumweightunemptoemp totalweight unemptoemp byWeek
egen sumweightemptoinac totalweight emptoinac byWeek
egen sumweightinactoemp totalweight inactoemp byWeek
egen sumweightunemptoinac totalweight unemptoinac byWeek
egen sumweightinactounemp totalweight inactounemp byWeek
Calculate transition rates with weights
gen tremptounemp lnsumweightemptounemp sumweightlagemp
gen trunemptoemp lnsumweightunemptoemp sumweightlagunemp
gen tremptoinac lnsumweightemptoinac sumweightlagemp
gen trinactoemp lnsumweightinactoemp sumweightlaginac
gen trunemptoinac lnsumweightunemptoinac sumweightlagunemp
gen trinactounemp lnsumweightinactounemp sumweightlaginac
local path D:SepahsalariWeekly
Plot Transition Rate: Employment to Unemployment
tsline tremptounempquartermean,
titleTransition Rate: Employment to Unemployment"
xtitleYear ytitleMean Transition Rate"
legendoff
Save the plot
graph export pathtremptounempquarterly.png replace
Plot Transition Rate: Unemployment to Employment
tsline trunemptoempquartermean,
titleTransition Rate: Unemployment to Employment"
xtitleYear ytitleMean Transition Rate"
legendoff
Save the plot
graph export pathtrunemptoempquarterly.png replace
Plot Transition Rate: Employment to Inactivity
tsline tremptoinacquartermean,
titleTransition Rate: Employment to Inactivity"
xtitleYear ytitleMean Transition Rate"
legendoff
Save the plot
graph export pathtremptoinacquarterly.png replace
Plot Transition Rate: Inactivity to Employment
tsline trinactoempquartermean,
titleTransition Rate: Inactivity to Employment"
xtitleYear ytitleMean Transition Rate"
legendoff
Save the plot
graph export pathtrinactoempquarterly.png replace
Plot Transition Rate: Unemployment to Inactivity
tsline trunemptoinacquartermean,
titleTransition Rate: Unemployment to Inactivity"
xtitleYear ytitleMean Transition Rate"
legendoff
Save the plot
graph export pathtrunemptoinacquarterly.png replace
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