Other packages > Find by keyword >

MetGen  

Stochastic Weather Generator
View on CRAN: Click here


Download and install MetGen package within the R console
Install from CRAN:
install.packages("MetGen")

Install from Github:
library("remotes")
install_github("cran/MetGen")

Install by package version:
library("remotes")
install_version("MetGen", "0.5")



Attach the package and use:
library("MetGen")
Maintained by
Nesrine Farhani
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-06-04
Latest Update: 2020-06-04
Description:
An adaptation of the multi-variable stochastic weather generator proposed in 'Rglimclim' to perform gap-filling and temporal extension at sub-daily resolution. Simulation is performed based on large scale variables and climatic observation data that could be generated from different gauged stations having geographical proximity. SWG relies on reanalyses. Multi-variable dependence is taking into account by using the decomposition of the product rule (in statistics) into conditional probabilities. See .
How to cite:
Nesrine Farhani (2020). MetGen: Stochastic Weather Generator. R package version 0.5, https://cran.r-project.org/web/packages/MetGen. Accessed 22 Dec. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited MetGen R package
View MetGen citation profile
Other R packages that MetGen depends, imports, suggests or enhances
Complete documentation for MetGen
Functions, R codes and Examples using the MetGen R package
Some associated functions: MetGen-package . climatic_data . covariates . cycle.effect . fit.glm . fit.lasso . formating.var . imputation.lagged . lagged.effect . movave.effect . projection.lagged . rm.buffer . sim.glm . spatave.effect . 
Some associated R codes: MetGen_functions.R .  Full MetGen package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA