책 이미지
책 정보
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9780470454602
· 쪽수 : 472쪽
· 출판일 : 2009-08-01
목차
Preface.
List Of Tables.
List of Principal Results.
List Of Examples.
1 PROBABILITY SAMPLING FROM A FINITE UNIVERSE.
1.1 Introduction.
1.2 Probability Sampling.
1.3 Limit Properties.
1.4 Methods of Unequal Probability Sample Selection.
1.5 References.
1.6 Exercises.
1.7 Appendix 1A: Some Order Concepts.
2 USE OF AUXILIARY INFORMATION IN ESTIMATION.
2.1 Ratio Estimation.
2.2 Regression Estimation.
2.3 Models and Regression Estimation.
2.4 Regression and Stratification.
2.5 Estimation with Conditional Probabilities.
2.6 Regression for Two-Stage Samples.
2.7 Calibration.
2.8 Weight Bounds.
2.9 Maximum Likelihood and Raking Ratio.
2.10 References.
2.11 Exercises.
2.12 Appendix 2A: Missouri Data.
3 USE OF AUXILIARY INFORMATION IN DESIGN.
3.1 Introduction.
3.2 Multiple-Stage Samples.
3.3 Multiple-Phase Samples.
3.4 Rejective sampling.
3.5 References.
3.6 Exercises.
4 REPLICATION VARIANCE ESTIMATION.
4.1 Introduction.
4.2 Jackknife Variance Estimation.
4.3 Balanced Half-Samples.
4.4 Two-Phase Samples.
4.5 The Bootstrap.
4.6 References.
4.7 Exercises.
5 MODELS USED IN CONJUNCTION WITH SAMPLING.
5.1 Nonresponse.
5.2 Imputation.
5.3 Variance Estimation.
5.4 Outliers and Skewed Populations.
5.5 Small Area Estimation.
5.6 Measurement Error.
5.7 References.
5.8 Exercises.
6 ANALYTIC STUDIES.
6.1 Introduction.
6.2 Models and Simple Estimators.
6.3 Estimation of Regression Coefficients.
6.4 Instrumental variables.
6.5 Nonlinear models.
6.6 Cluster and multistage samples.
6.7 Pretest procedures.
6.8 References.
6.9 Exercises.
REFERENCES.
Index.
