example_nested_data

A dataset containing example data that can be nested. Mainly used for
examples and testing.

datasets

A modelling framework for nested data using the 'tidymodels'
ecosystem. Specify how to nest data using the 'recipes' package, create
testing and training splits using 'rsample', and fit models to this data
using the 'parsnip' and 'workflows' packages. Allows any model to be fit
to nested data.

Ashby Thorpe

nestedmodels

Tidy Modelling for Nested Data

Hadley Wickham

example_nested_data function

A tibble with 1000 rows and 7 variables<dl>
<dt>id</dt>
<dd>A column that can be nested, ranging from 1 to 20.</dd><dt>id2</dt>
<dd>Another column that can be nested, ranging from 1 to 10.</dd><dt>x</dt>
<dd>A numeric column that depends on 'id'.</dd><dt>y</dt>
<dd>A sequential numeric column (with some added randomness),
independent of the other columns.</dd><dt>z</dt>
<dd>A column dependent on id, id2, x and y.</dd><dt>a</dt>
<dd>A randomly generated numeric column, ranging from 1 to 100.</dd><dt>b</dt>
<dd>A randomly generated numeric column, centred around 50.</dd>
</dl>

Format

Example nested data — example_nested_data

A tibble with 1000 rows and 7 variables<dl>
<dt>id</dt>
<dd>A column that can be nested, ranging from 1 to 20.</dd>

<dt>id2</dt>
<dd>Another column that can be nested, ranging from 1 to 10.</dd>

<dt>x</dt>
<dd>A numeric column that depends on 'id'.</dd>

<dt>y</dt>
<dd>A sequential numeric column (with some added randomness),
independent of the other columns.</dd>

<dt>z</dt>
<dd>A column dependent on id, id2, x and y.</dd>

<dt>a</dt>
<dd>A randomly generated numeric column, ranging from 1 to 100.</dd>

<dt>b</dt>
<dd>A randomly generated numeric column, centred around 50.</dd>


</dl>

example_nested_data: Example nested data

Description

Usage

Arguments

Format

Examples