generate_scalar_covariate

Generate scalar covariates of various types for use in simulations.

internal

Methods for regression for functional
data, including function-on-scalar, scalar-on-function, and
function-on-function regression. Some of the functions are applicable to
image data.

Julia Wrobel

refund

Regression with Functional Data

Jeff Goldsmith

Fabian Scheipl

Lei Huang

Chongzhi Di

Jonathan Gellar

Jaroslaw Harezlak

Bruce Swihart

Luo Xiao

Ciprian Crainiceanu

Yakuan Chen

Sonja Greven

Lan Huo

So Young Park

Ana-Maria Staicu

Erjia Cui

Ruonan Li

Zheyuan Li

generate_scalar_covariate function

<dl><dt>n</dt>
<dd>Integer, number of observations.</dd>
<dt>type</dt>
<dd>Character string specifying distribution: "normal", "uniform",
or "factor".</dd>
<dt>levels</dt>
<dd>For type = "factor", integer number of factor levels (default 3).</dd>
<dt>seed</dt>
<dd>Optional integer seed for reproducibility within this call.</dd></dl>

Arguments

Generate scalar covariate — generate_scalar_covariate

<dl>

<dt>n</dt>
<dd>Integer, number of observations.</dd>


<dt>type</dt>
<dd>Character string specifying distribution: "normal", "uniform",
or "factor".</dd>


<dt>levels</dt>
<dd>For type = "factor", integer number of factor levels (default 3).</dd>


<dt>seed</dt>
<dd>Optional integer seed for reproducibility within this call.</dd>

</dl>

Generate scalar covariate

generate_scalar_covariate: Generate scalar covariate

Description

Usage

Value

Arguments