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Implementation of Gaussian Process Panel Modeling in R

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karchjd/gppm

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Overview

gppm is an implementation of Gaussian process panel modeling.

Installation

devtools::install_github('karchjd/gppm')

Examples

For examples, consult the demos. To see a list of all demos do the following:

demo(package='gppm')

To run a particular example, you can do the following. Here, exemplified for 'example1linearModel':

demo('example1linearModel',package='gppm')

However, the recommended approach is to look at the source directly. To locate the demo folder in which all examples resides on your computer, do the following:

system.file("demo", package ="gppm")
#> [1] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/gppm/demo"

Learning Gaussian Process Panel Modeling

This dissertation and this paper describe the method.

Getting help

Send an email to j.d.karch@fsw.leidenuniv.nl.

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Implementation of Gaussian Process Panel Modeling in R

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