construct_pearson

Compute Pearson Residuals for ARD matrix and fitted model

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

construct_pearson function

<dl><dt>ard</dt>
<dd>ARD matrix y</dd>
<dt>model_fit</dt>
<dd>estimated model</dd></dl>

Arguments

Compute Pearson Residuals for ARD matrix and fitted model — construct_pearson

<dl>

<dt>ard</dt>
<dd>ARD matrix y</dd>


<dt>model_fit</dt>
<dd>estimated model</dd>

</dl>

construct_pearson: Compute Pearson Residuals for ARD matrix and fitted model

Description

Usage

Value

Arguments