What is the difference between missing completely at random and missing at random?

Abstract:

:The terminology describing missingness mechanisms is confusing. In particular the meaning of 'missing at random' is often misunderstood, leading researchers faced with missing data problems away from multiple imputation, a method with considerable advantages. The purpose of this article is to clarify how 'missing at random' differs from 'missing completely at random' via an imagined dialogue between a clinical researcher and statistician.

journal_name

Int J Epidemiol

authors

Bhaskaran K,Smeeth L

doi

10.1093/ije/dyu080

subject

Has Abstract

pub_date

2014-08-01 00:00:00

pages

1336-9

issue

4

eissn

0300-5771

issn

1464-3685

pii

dyu080

journal_volume

43

pub_type

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