Essays about: "Missing completely at random"

Found 2 essays containing the words Missing completely at random.

1. 1. Missing Data - A Gentle Introduction

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Vilgot Österlund; [2020]
   Keywords : Missing data; Small samples; Multiple imputation; Maximum likelihood; Listwise deletion; Missing at random; Missing completely at random; Linear regression; Logistic regression.;

   Abstract : This thesis provides an introduction to methods for handling missing data. A thorough review of earlier methods and the development of the field of missing data is provided. The thesis present the methods suggested in today’s literature, multiple imputation and maximum likelihood estimation. READ MORE

3. 2. Causal discovery in the presence of missing data

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Ruibo Tu; [2018]
   Keywords : causal discovery; missing data; PC;

   Abstract : Missing data are ubiquitous in many domains such as healthcare. Depending on how they are missing, the (conditional) independence relations in the observed data may be different from those for the complete data generated by the underlying causal process (which are not fully observable) and, as a consequence, simply applying existing causal discovery methods to the observed data may give wrong conclusions. READ MORE