Roderick J. A. Little

Statistical Analysis with Missing Data

Missing-Data Adjustments in Large Surveys

Missing Values in Multivariate Analysis

Summary This paper presents computational results for some alternative methods of analysing multivariate data with missing values. We recommend an algorithm due to Orchard and W...

A Test of Missing Completely at Random for Multivariate Data with Missing Values

Abstract A common concern when faced with multivariate data with missing values is whether the missing data are missing completely at random (MCAR); that is, whether missingness...

A Note About Models for Selectivity Bias

On decrit une representation tabulaire simplifiee qui fait ressortir une hypothese structurale implicite importante dans des modeles de selection bases sur la censure

Statistical Analysis With Missing Data

Preface.PART I: OVERVIEW AND BASIC APPROACHES.Introduction.Missing Data in Experiments.Complete-Case and Available-Case Analysis, Including Weighting Methods.Single Imputation M...

Statistical Analysis with Missing Data

Preface.PART I: OVERVIEW AND BASIC APPROACHES.Introduction.Missing Data in Experiments.Complete-Case and Available-Case Analysis, Including Weighting Methods.Single Imputation M...