GDPdata

An example dataset for using <code><a rd-options="" href="/link/GPP?package=GPP&version=0.1" data-mini-rdoc="GPP::GPP">GPP</a></code> to estimate the counterfactual GDP of West Germany assuming no reunification.

datasets

Estimates a counterfactual using Gaussian process projection. It takes a dataframe, creates missingness in the desired outcome variable and estimates counterfactual values based on all information in the dataframe. The package writes Stan code, checks it for convergence and adds artificial noise to prevent overfitting and returns a plot of actual values and estimated counterfactual values using r-base plot.

David Carlson

Gaussian Process Projection

Devin P. Brown

GDPdata function

A data frame with 748 rows and 14 columns. For detailed explanations of the exact measures, see <a href="https://www.dropbox.com/s/n1bvqb54xrw8vyj/GPSynth.pdf?dl=0">https://www.dropbox.com/s/n1bvqb54xrw8vyj/GPSynth.pdf?dl=0</a>:<dl class="dl-horizontal">
 <dt>index</dt><dd></dd>
 <dt>country</dt><dd></dd>
 <dt>year</dt><dd></dd>
 <dt>gdp</dt><dd></dd>
 <dt>infrate</dt><dd></dd>
 <dt>trade</dt><dd></dd>
 <dt>schooling</dt><dd></dd>
 <dt>invest60</dt><dd></dd>
 <dt>invest70</dt><dd></dd>
 <dt>invest80</dt><dd></dd>
 <dt>industry</dt><dd></dd>
 <dt>invest</dt><dd></dd>
 <dt>school</dt><dd></dd>
 <dt>ind</dt><dd></dd>
 </dl>

Format

An example dataset for using <code><a rd-options='' href='GPP'>GPP</a></code> to estimate the counterfactual GDP of West Germany assuming no reunification.

1960-2003 GDP dataset — GDPdata

A data frame with 748 rows and 14 columns. For detailed explanations of the exact measures, see <a href='https://www.dropbox.com/s/n1bvqb54xrw8vyj/GPSynth.pdf?dl=0'>https://www.dropbox.com/s/n1bvqb54xrw8vyj/GPSynth.pdf?dl=0</a>:<dl class='dl-horizontal'>
 <dt>index</dt><dd></dd>
 <dt>country</dt><dd></dd>
 <dt>year</dt><dd></dd>
 <dt>gdp</dt><dd></dd>
 <dt>infrate</dt><dd></dd>
 <dt>trade</dt><dd></dd>
 <dt>schooling</dt><dd></dd>
 <dt>invest60</dt><dd></dd>
 <dt>invest70</dt><dd></dd>
 <dt>invest80</dt><dd></dd>
 <dt>industry</dt><dd></dd>
 <dt>invest</dt><dd></dd>
 <dt>school</dt><dd></dd>
 <dt>ind</dt><dd></dd>
 </dl>

GDPdata: 1960-2003 GDP dataset

Description

Usage

Arguments

Format

See Also