el_check_auxiliary_inconsistency_matrix

Computes a simple z-score diagnostic comparing user-supplied auxiliary means
to the respondents' sample means.

internal

Methods to estimate finite-population parameters under nonresponse that is not missing at
random (NMAR, nonignorable). Incorporates auxiliary information and user-specified response models,
and supports independent samples and complex survey designs via objects from the 'survey' package.
Provides diagnostics and optional variance estimates. For methodological background see
Qin, Leung and Shao (2002) <doi:10.1198/016214502753479338> and Riddles, Kim and Im (2016) <doi:10.1093/jssam/smv047>.

Maciej Ber<c4><99>sewicz

NMAR

Estimation under not Missing at Random Nonresponse

Maciej Beresewicz

Igor Kołodziej

Mateusz Iwaniuk

el_check_auxiliary_inconsistency_matrix function

<dl><dt>auxiliary_matrix_resp</dt>
<dd>Respondent-side auxiliary design matrix.</dd>
<dt>provided_means</dt>
<dd>Optional named numeric vector of auxiliary means aligned to the matrix columns.</dd></dl>

Arguments

Check auxiliary means consistency against respondents sample support. — el_check_auxiliary_inconsistency_matrix

<dl>

<dt>auxiliary_matrix_resp</dt>
<dd>Respondent-side auxiliary design matrix.</dd>


<dt>provided_means</dt>
<dd>Optional named numeric vector of auxiliary means aligned to the matrix columns.</dd>

</dl>

el_check_auxiliary_inconsistency_matrix: Check auxiliary means consistency against respondents sample support.

Description

Usage

Value

Arguments