A Survey on Survey Statistics: What is Done and Can be Done in Stata

This article will survey issues in analyzing complex survey data and describe some of the capabilities of Stata for such analyses. We will briefly review key elements of survey design and explain the effects of different design features on bias and variance. We compare different methods of variance estimation for stratified and clustered samples and discuss the handling of survey weights. We will also give examples for the practical importance of Stata's survey capabilities.

[1]  Cathryn Dippo,et al.  Current Population Survey-Design and Methodology , 2002 .

[2]  R. Little,et al.  Inference for the Population Total from Probability-Proportional-to-Size Samples Based on Predictions from a Penalized Spline Nonparametric Model , 2003 .

[3]  Shawn A. Ross,et al.  Survey Methodology , 2005, The SAGE Encyclopedia of the Sociology of Religion.

[4]  Per Capita,et al.  About the authors , 1995, Machine Vision and Applications.

[5]  Russell V. Lenth,et al.  Statistical Analysis With Missing Data (2nd ed.) (Book) , 2004 .

[6]  D. Binder On the variances of asymptotically normal estimators from complex surveys , 1983 .

[7]  Richard Valliant,et al.  Poststratification and Conditional Variance Estimation , 1993 .

[8]  Rainer Schnell,et al.  Separating interviewer and sampling-point effects , 2003 .

[9]  Nicole A. Lazar,et al.  Statistical Analysis With Missing Data , 2003, Technometrics.

[10]  K F Rust,et al.  Variance estimation for complex surveys using replication techniques , 1996, Statistical methods in medical research.

[11]  J. Rao,et al.  Inference From Stratified Samples: Properties of the Linearization, Jackknife and Balanced Repeated Replication Methods , 1981 .

[12]  Rainer Schnell,et al.  Das DEFECT-Projekt: Sampling-Errors und Nonsampling-Errors in komplexen Bevölkerungsstichproben , 2000 .

[13]  Jun Shao,et al.  Invited Discussion Paper Resampling Methods in Sample Surveys , 1996 .

[14]  Raymond J. Adams,et al.  PISA 2000 technical report , 2002 .

[15]  Kosuke Imai,et al.  Survey Sampling , 1998, Nov/Dec 2017.

[16]  Roderick J. A. Little,et al.  Statistical Analysis with Missing Data: Little/Statistical Analysis with Missing Data , 2002 .

[17]  W. Fuller,et al.  Quantile Estimation with a Complex Survey Design , 1991 .

[18]  Robert M. Groves,et al.  Survey Errors and Survey Costs: Groves/Survey Errors , 2005 .

[19]  Eric R. Ziegel,et al.  Survey Errors and Survey Costs , 1990 .

[20]  Carl-Erik Särndal,et al.  Model Assisted Survey Sampling , 1997 .