Institute for Social Research API | Keywords

Statistical analysis with missing data

Part I: Overview and historical approaches — 1. Introduction — 2. Missing data in experiments — 3. Quick methods for multivariate data with missing values — 4. Nonresponse in sample surveys — Part II: Likelihood-based approaches to the analysis of missing data — 5. Theory of inference based on the likelihood function — 6. Methods… Continue reading Statistical analysis with missing data

Statistical analysis with missing data

Missing data in social science data sets

Introduction / John Fox and J. Scott Long — Graphical perception / Ian Spence and Stephan Lewandowsky — Describing univariate distributions / John Fox — A survey of smoothing techniques / Colin Goodall — Finding transformations for regression using the ACE algorithm / Richard D. De Veaux — Geometry of multiple regression and interactive 3-D… Continue reading Missing data in social science data sets