Analysis of survey data

Recent years have seen a sharp increase in the application of sophisticated statistical modelling methods to sample survey data. Analysis of Survey Data aims to provide a solid basis for the statistical theory underpinning these applications. This book brings together two key statistical traditions, statistical modelling - such as regression analysis - and sample survey methods, as used for sample design and estimation

APPROACHES TO INFERENCE -- Introduction / R.L. Chambers -- Design-based Methods for Estimating Model Parameters: A General Theory / David A. Binder and Georgia R. Roberts -- The Bayesian Approach to Sample Survey Inference / Rod Little -- Interpreting a Sample as Evidence about a Finite Population / Richard Royall -- CATEGORICAL RESPONSE DATA -- Introduction / C.J. Skinner -- Analysis of Categorical Response Data from Complex Surveys: an Appraisal and Update / J.N.K. Rao and D.R. Thomas -- Fitting Logistic Regression Models in Case-control Studies with Complex Sampling / Alastair Scott and Chris Wild -- CONTINUOUS AND GENERAL RESPONSE DATA -- Introduction / R.L. Chambers -- Graphical Displays of Complex Survey Data through Kernel Smoothing / D.R. Bellhouse, C.M. Goia, and J.E. Stafford -- Nonparametric Regression with Complex Survey Data / R.L. Chambers, A.H. Dorfman and M. Yu. Sverchkov -- Fitting Generalised Linear Models under Informative Sampling / Danny Pfeffermann and Michael Sverchkov -- LONGITUDINAL DATA -- Introduction / C.J. Skinner -- Random Effect Models for Longitudinal Survey Data / C.J. Skinner and D.J. Holmes -- Event History Analysis and Longitudinal Surveys / J.F. Lawless -- Applying Heterogeneous Transition Models in Labour Economics: the Role of Youth Training in Labour Market Transitions / Fabrizia Mealli and Stephen Pudney -- INCOMPLETE DATA -- Introduction / R.L. Chambers -- Bayesian Methods for Unit and Item Nonresponse / Rod Little -- Estimation for Multiple Phase Sample / Wayne A. Fuller -- Analysis Combining Survey and Geographically Aggregated Data / D.G. Steel, M. Tranmer and D. Holt -- T.M.F. Smith: Publications up to 2002.