residual_correlation

Construction Residual (row/column) correlation matrix

Provides a variety of Network Scale-up Models for researchers to
analyze Aggregated Relational Data, through the use of Stan and 'glmmTMB'.
Also provides tools for model checking
In this version, the package implements models from
Laga, I., Bao, L., and Niu, X (2023) <doi:10.1080/01621459.2023.2165929>,
Zheng, T., Salganik, M. J., and Gelman, A. (2006) <doi:10.1198/016214505000001168>,
Killworth, P. D., Johnsen, E. C., McCarty, C., Shelley, G. A.,
and Bernard, H. R. (1998) <doi:10.1016/S0378-8733(96)00305-X>, and
Killworth, P. D., McCarty, C., Bernard, H. R., Shelley, G. A., and
Johnsen, E. C. (1998) <doi:10.1177/0193841X9802200205>.

Ian Laga

networkscaleup

Network Scale-Up Models for Aggregated Relational Data

Owen G. Ward

Anna L. Smith

Benjamin Vogel

Jieyun Wang

Le Bao

Xiaoyue Niu

residual_correlation function

<dl><dt>ard_residuals</dt>
<dd>vector of residuals</dd>
<dt>ard</dt>
<dd>ard matrix</dd>
<dt>type</dt>
<dd>type of correlation to use (row or column)</dd></dl>

Arguments

Construction Residual (row/column) correlation matrix — residual_correlation

<dl>

<dt>ard_residuals</dt>
<dd>vector of residuals</dd>


<dt>ard</dt>
<dd>ard matrix</dd>


<dt>type</dt>
<dd>type of correlation to use (row or column)</dd>

</dl>

residual_correlation: Construction Residual (row/column) correlation matrix

Description

Usage

Value

Arguments