tie: tie

In remstats: Computes Statistics for Relational Event History Data

tie

Description

Specifies the statistic for a "tie" (or, "dyad") effect.

Usage

tie(variable, attr_dyads = NULL, scaling = c("none", "std"), x, variableName)

Arguments

variable	A string specifying the attribute to compute the statistic. If attr_dyads is a data.frame, this refers to the column name in attr_actors. If attr_dyads is a matrix, this corresponds to the name of the exogenous attribute, used to label the statistic in the resulting remstats object.
attr_dyads	A data.frame or matrix containing attribute information for dyads. If attr_dyads is a data.frame, the first two columns should represent "actor1" and "actor2" (for directed events, "actor1" corresponds to the sender, and "actor2" corresponds to the receiver). Additional columns can represent dyads' exogenous attributes. If attributes vary over time, include a column named "time". If attr_dyads is a matrix, the rows correspond to "actor1", columns to "actor2", and cells contain dyads' exogenous attributes.
scaling	The method for scaling the statistic. The default is no scaling. Alternatively, standardization of the statistic per time point can be requested with "std".
x	Deprecated argument. Please use 'attr_dyads' instead.
variableName	Deprecated argument. Please use 'variable' instead.

Details

The "tie" effect or "dyad" effect refers to an exogenous dyad attribute that influences dyad (i,j)'s interaction rate (in tie-oriented models) or the probability of actor j being chosen as a receiver for the event sent by the active sender i (in actor-oriented models). The statistic represents the value of the exogenous attribute for dyad (i,j) in the attr_dyads data.

Value

List with all information required by 'remstats::remstats()' to compute the statistic.

Examples

data(history)
data(both_male_long)
effect <- ~ tie(variable = "both_male", attr_dyads = both_male_long)
reh <- remify::remify(history, model = "tie")
remstats(reh = reh, tie_effects = effect)

data(both_male_wide)
effect <- ~ tie(variable = "both_male", attr_dyads = both_male_wide)
reh <- remify::remify(history, model = "tie")
remstats(reh = reh, tie_effects = effect)

remstats documentation built on May 29, 2024, 5:21 a.m.