tw_group_corr_test

Tracy-Widom test for residual group correlation

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

tw_group_corr_test function

<dl><dt>model_fit</dt>
<dd>fitted model object</dd>
<dt>correction</dt>
<dd>correction constant, either "none", "half"</dd>
<dt>plot</dt>
<dd>a logical, whether to return a ggplot density plot of TW with observed statistic</dd></dl>

Arguments

Tracy-Widom test for residual group correlation — tw_group_corr_test

<dl>

<dt>model_fit</dt>
<dd>fitted model object</dd>


<dt>correction</dt>
<dd>correction constant, either "none", "half"</dd>


<dt>plot</dt>
<dd>a logical, whether to return a ggplot density plot of TW with observed statistic</dd>

</dl>

tw_group_corr_test: Tracy-Widom test for residual group correlation

Description

Usage

Value

Arguments