Sampling : design and analysis /

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Bibliographic Details
Author / Creator:Lohr, Sharon L., 1960-
Edition:2nd ed.
Imprint:Boston, Mass. : Brooks/Cole, c2010.
Description:xi, 596 p. : ill. ; 25 cm.
Language:English
Subject:Sampling (Statistics)
Stichprobe.
Sampling (Statistics)
Format: Print Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/8002700
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ISBN:9780495105275 (hbk.)
0495105279 (hbk.)
9780495110842 (pbk., intl ed.)
0495110841 (pbk., intl ed.)
Notes:"Advanced series"--Cover.
Includes bibliographical references (p. 563-586) and indexes.
Table of Contents:
  • 1. Introduction A Sample Controversy
  • Requirements of a Good Sample
  • Selection Bias
  • Measurement Bias
  • Questionnaire Design
  • Sampling and Nonsampling Errors
  • Exercises
  • 2. Simple Probability Samples Types of Probability Samples
  • Framework for Probability Sampling
  • Simple Random Sampling
  • Confidence Intervals
  • Sample Size Estimation
  • Systematic Sampling
  • Randomization Theory Results for Simple Random Sampling
  • A Model for Simple Random Sampling
  • When Should a Simple Random Sample Be Used?
  • Exercises
  • 3. Ratio and Regression Estimation Ratio Estimation
  • Regression Estimation
  • Estimation in Domains
  • Models for Ration and Regression Estimation
  • Comparison
  • Exercises
  • 4. Stratified Sampling What is Stratified Sampling?
  • Theory of Stratified Sampling
  • Sampling Weights
  • Allocating Observations to Strata
  • Defining Strata
  • A Model for Stratified Sampling
  • Poststratification
  • Quota Sampling
  • Exercises
  • 5. Cluster Sampling with Equal Probabilities Notation for Cluster Sampling
  • One-Stage Cluster Sampling
  • Two-Stage Cluster Sampling
  • Using Weights in Cluster Samples
  • Designing a Cluster Sample
  • Systematic Sampling
  • Models for Cluster Sampling
  • Summary Exercises
  • 6. Sampling with Unequal Probabilities Sampling One Primary Sampling Unit
  • One-Stage Sampling with Replacement
  • Two-Stage Sampling with Replacement
  • Unequal-Probability Sampling Without Replacement
  • Examples of Unequal-Probability Samples
  • Randomization Theory Results and Proofs
  • Models and Unequal-Probability Sampling
  • 7. Complex Surveys Assembling Design Components
  • Sampling Weights
  • Estimating a Distribution Function
  • Plotting Data from a Complex Survey
  • Design Effects
  • The National Crime Victimization Survey
  • Sampling and Experiment Design
  • Exercises
  • 8. Nonresponse Effects of Ignoring Nonresponse
  • Designing Surveys to Reduce Nonsampling Errors
  • Callbacks and Two-Phase Sampling
  • Mechanisms for Nonresponse
  • Weighting Methods for Nonresponse
  • Imputation
  • Parametric Models for Nonresponse
  • What is An Acceptable Response Rate?
  • Exercises
  • 9. Variance Estimation in Complex Surveys Linearization (Taylor Series) Methods
  • Random Group Methods
  • Resampling and Replication Methods
  • Generalized Variance Functions
  • Confidence Intervals
  • Summary and Software
  • Exercises
  • 10. Categorical Data Analysis in Complex Surveys Chi-square Tests with Multinomial Sampling
  • Effects of Survey Design on Chi-Square Tests
  • Corrections to Chi-Square Tests
  • Loglinear Models
  • Exercises
  • 11. Regression with Complex Survey Data Model-based Regression in Simple Random Samples
  • Regression in Complex Surveys
  • Should Weights be Used in Regression?
  • Mixed Models for Cluster Samples
  • Logistic Regression
  • Generalized Regression Estimation for Population Totals
  • Exercises
  • 12. Other Topics in Sampling Two-Phase Sampling
  • Capture-Recapture Estimation
  • Estimation in Domains, Revisited
  • Sampling for Rare Events
  • Randomized Response
  • Appendix A. The Survey Program
  • Appendix B. Probability Concepts Used in Sampling
  • Probability
  • Random Variables and Expected Value
  • Conditional Probability
  • Conditional Expectation
  • Appendix C. Data Sets
  • Appendix D. Computer Codes Used for Examples
  • Appendix E. Statistical Table
  • References
  • Author Index
  • Subject Index