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RandomForestsGLS (version 0.1.5)

Random Forests for Dependent Data

Description

Fits non-linear regression models on dependant data with Generalised Least Square (GLS) based Random Forest (RF-GLS) detailed in Saha, Basu and Datta (2021) .

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Install

install.packages('RandomForestsGLS')

Monthly Downloads

311

Version

0.1.5

License

GPL (>= 2)

Issues

2

Pull Requests

0

Stars

23

Forks

4

Maintainer

Arkajyoti Saha

Last Published

October 2nd, 2024

Functions in RandomForestsGLS (0.1.5)

RFGLS_estimate_spatial

Function for estimation in spatial data with RF-GLS
RFGLS_predict

Prediction of mean function with RF-GLS
RFGLS_predict_spatial

Spatial response prediction at new location with RF-GLS
RFGLS_estimate_timeseries

Function for estimation in time-series data with RF-GLS