example_data

A simulated data set to demonstrate and test the NSUM methods. The data was
simulated from the basic Killworth Binomial model.

datasets

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

example_data function

A named list for an ARD survey from 100 respondents about 5
 subpopulations.<dl>
<dt>ard</dt>
<dd>A `100 x 5` matrix with integer
 valued respondents</dd>
 <dt>x</dt>
<dd>A `100 x 5` matrix with simulated answers from
 a 1-5 Likert scale</dd>
 <dt>z</dt>
<dd>A `100 x 4` matrix with answers for each
 respondents about 4 demographic questions</dd>
 <dt>N</dt>
<dd>An integer specifying
 the total population size</dd>
 <dt>subpop_size</dt>
<dd>A vector with the 5 true
 subpopulation sizes</dd>
 <dt>degrees</dt>
<dd>A vector with the 100 true respondent
 degrees</dd></dl>

Format

Simulated ARD data set with z and x. — example_data

A named list for an ARD survey from 100 respondents about 5
 subpopulations.<dl>
<dt>ard</dt>
<dd>A `100 x 5` matrix with integer
 valued respondents</dd>
 <dt>x</dt>
<dd>A `100 x 5` matrix with simulated answers from
 a 1-5 Likert scale</dd>
 <dt>z</dt>
<dd>A `100 x 4` matrix with answers for each
 respondents about 4 demographic questions</dd>
 <dt>N</dt>
<dd>An integer specifying
 the total population size</dd>
 <dt>subpop_size</dt>
<dd>A vector with the 5 true
 subpopulation sizes</dd>
 <dt>degrees</dt>
<dd>A vector with the 100 true respondent
 degrees</dd>

</dl>

example_data: Simulated ARD data set with z and x.

Description

Usage

Arguments

Format