bike_log

A dataset containing the log of all the bike trips in Milan (using the BikeMi
service), in the period from 25th of January to the 6th of March from Duomo to Duomo.

datasets

It computes full conformal, split conformal and multi split
conformal prediction regions when the response has functional nature.
Moreover, the package also contain a plot function to visualize the
output of the split conformal.
To guarantee consistency, the package structure mimics the univariate
'conformalInference' package of professor Ryan Tibshirani.
The main references for the code are:
Diquigiovanni, Fontana, and Vantini (2021) <arXiv:2102.06746>,
Diquigiovanni, Fontana, and Vantini (2021) <arXiv:2106.01792>,
Solari, and Djordjilovic (2021) <arXiv:2103.00627>.

Paolo Vergottini

conformalInference.fd

Tools for Conformal Inference for Regression in Multivariate
Functional Setting

Jacopo Diquigiovanni

Matteo Fontana

Aldo Solari

Simone Vantini

Ryan Tibshirani

bike_log function

A list of 41 observed days, each containing a list of 2 components:
one which indicates the number of bike trips starting from Duomo at hour t and
the other about the number of trips ending in Duomo at time t. Therefore each
component is made up by 90 time steps, ranging from 7.00 A.M. to 1.00 A.M.
Therefore each
component is made up by 90 time steps, ranging from 7.00 A.M. to 1.00 A.M.<dl class="dl-horizontal">
 <dt>start</dt><dd>number of departing trips from Duomo</dd>
 <dt>end</dt><dd>number of ending trips in Duomo</dd>
</dl>

Format

Log of all bike rentals in Milan in 2016 form January to March. — bike_log

A list of 41 observed days, each containing a list of 2 components:
one which indicates the number of bike trips starting from Duomo at hour t and
the other about the number of trips ending in Duomo at time t. Therefore each
component is made up by 90 time steps, ranging from 7.00 A.M. to 1.00 A.M.
Therefore each
component is made up by 90 time steps, ranging from 7.00 A.M. to 1.00 A.M.<dl class='dl-horizontal'>
 <dt>start</dt><dd>number of departing trips from Duomo</dd>
 <dt>end</dt><dd>number of ending trips in Duomo</dd>
</dl>

bike_log: Log of all bike rentals in Milan in 2016 form January to March.

Description

Usage

Arguments

Format