Automated Analysis of Survey Data using STATA. Vinay A. Patel Deputy Manager National Dairy Development Board
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1 Automated Analysis of Survey Data using STATA Vinay A. Patel Deputy Manager National Dairy Development Board
2 1. Background 2. Prior to using STATA 3. Survey Data Characteristics 4. Estimation of Important Variables 5. Automation of Survey data analysis 6. Important Commands-need to know 7. Interface between GIS and STATA
3 Background Types of Activities Various Surveys Repetitive Surveys Survey procedures
4 Prior to using STATA Time every stage Data Collection Data Analysis in EXCEL Hypothesis Testing Report Preparation
5 Single-Stage Design: Survey Data Characteristics svyset [ psu ] [ weight ] [, strata (varname) fpc (varname) ] Primary Sampling Unit (psu) Sampling weights-pweight Strata Finite Population Correction (fpc) svyset VILLAGE [pweight=invweight], strata(quadstrata) fpc(fpc) poststrata(pstrata) postweight(thlacthh) vce(linearized)
6 Multi-Stage Design: svyset psu [weight] [, strata (varname) fpc (varname) ] [ ssu [, strata (varname) fpc (varname) ] Stages are delimited by SSU secondary / subsequent sampling units
![strata (varname) fpc (varname) ] Stages are](/docs-images/44/15931138/images/page_6.jpg "delimited by SSU secondary / subsequent")
7 Estimation of Important Variables Important Variables Social Category Economic Category Village Surplus Milch Animals Producer Surplus Milk Production Size of Family Milch Animal Households Milch Animals Yield
8 Problem: % Distribution of Households by Social Category Through Stata command Through Pivot table in excel tabulate Tehsil CASTE if CASTE > 0, nofreq row svy linearized : proportion CASTE,over(PSTRATA) cformat(%9.2f)
9 Problem: Composition of Milch Animals (%) Through Stata command Through Pivot table in excel tabstat lcper cbper bfper totaniper, by(tehsil) columns(variables) format(%9.0f) svy linearized : total LCIM CBIM BFIM inmilk lc cb bf MilchAnimal, over (PSTRATA) cformat(%9.2f)
10 Problem: Estimated Milk Production Species-wise Through Stata command Through Pivot table in excel tabstat lcshare cbshare bfshare allshare, by(tehsil) columns(variables) format(%9.0f) svy linearized : total LCPROD CBPROD BFPROD TOTPROD, over(pstrata) cformat(%9.0f)
11 Problem: Milk Procured by different Agencies Through Stata command Through Pivot table in excel tabstat sldcsper sllocalper sldudhiaper sloutvillper slpvtdairyper totsaleper, by(tehsil) columns(variables) format(%9.2f) svy linearized : total SLDCS SLLOCAL SLDUDHIA SLOUTVILL SLPVTDAIRY totalsale, over(pstrata) cformat(%9.2f)
12 Automation of Survey data analysis Create a Do-file Convert into ado-file Use same do or ado-file for repetitive use Vinay A. Patel N.D.D.B
13 Important Commands-need to know For graphs tableplot vioplot tabplot catplot For Export of tables tabout xml_tab outreg2 collapse
14 Interface between GIS and STATA shp2dta - Converts shape boundary files to Stata datasets shp2dta using shpfilename, database(filename) coordinates(filename) [options] spmap - Visualization of spatial data spmap DCSSALE using thlscoor.dta, id(_id) title("sold to DCS as a % of Total Sale in Tehsil") fcolor(white gs15 ltkhaki ltblue ) point( xcoord( x_c) ycoord( y_c) proportional( DCSSALE) size(*2) fcolor(eltgreen) ocolor(white)) label( xcoord( x_c) ycoord( y_c) label( teh_dcs) size(*.5))
15 THANK YOU
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