2022 Fall Semester
STAT 3501: Survey Sampling



To download Adobe Acrobat Reader (enables you to view .pdf files), see here.


 

Click Course Canvas Site

 

Complex Surveys: a guide to analysis using R website

 

Textbook Dataset and SAS code website

 

nwts-share.csv

 

demo_c.xpt

 

adult.dta

 

NHANES3 Data Description

 

nhanes3.dat

 

Survey methods with nhanes3 data

 

 

 

National Health and Nutrition Examination Survey

 


Course related websites:

    Program Download Links

o   R Program

o   RStudio

 

Sampling Methods in R

o   Cluster sampling

o   Stratified sampling

o   Multistage sampling

o   Sampling Package in R

o   Personality Project with R

o   Survey Package in R

o   Imputation in R

 

    Survey Sampling Course Notes

o   Survey Methodology E-Textbook

o   Michael C. Rodriguez's Survey Sampling

o   GAO Survey Sampling Note

o   STRATEGIES FOR VARIANCE ESTIMATION

o   Definitions of Sampling Methods

 

Questionnaire Design

o   Survey Monkey Internet Survey

o   Survey Questions

 

Survey Packages

o   SAS 9.2 User's Guide

o   Survey Analysis in R

o   Analysis of Complex Survey Samples by R

o   Survey R examples from UCLA ATS

 

Survey Sampling Related Websites

o   ASA Survey Research Section

o   Institute for Social Research

o   U.S. Census Bureau website

o   RTI International

o   National Center for Education Statistics website

o   U.S. Bureau of Labor Statistics website

o   U.S. Bureau of Justice Statistics website

 

Small Area Estimation

o   What is SAE?

o   Small Area Estimation Example

o   Small Area Estimation Manual

 

Calibration Estimation (Model Assisted Survey Sampling )

o   How to derive Calibration estimator?

o   Linear Regression Estimators

o   A bridge of GREG and Linear Regression estimators

o   Sarjinder Singh's CSDA2008 Paper

o   Tips and Tricks for Raking Survey Data

 

Useful websites

o   Multiple Imputation for Missing Data

o   Analyzing Complex Survey Data

o   Model- vs. design-based sampling

o   What is Superpopulation?

o   Ranked Set Sampling PPT

o   Proceedings of the Survey Research Methods Session


jongmink@morris.umn.edu 
Return to Dr. Kim's Home Page