Other packages > Find by keyword >

rchemo  

Dimension Reduction, Regression and Discrimination for Chemometrics
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rchemo", "0.1-1")



Attach the package and use:
library("rchemo")
Maintained by
Marion Brandolini-Bunlon
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-05-12
Latest Update: 2023-05-12
Description:
Data exploration and prediction with focus on high dimensional data and chemometrics. The package was initially designed about partial least squares regression and discrimination models and variants, in particular locally weighted PLS models (LWPLS). Then, it has been expanded to many other methods for analyzing high dimensional data. The name 'rchemo' comes from the fact that the package is orientated to chemometrics, but most of the provided methods are fully generic to other domains. Functions such as transform(), predict(), coef() and summary() are available. Tuning the predictive models is facilitated by generic functions gridscore() (validation dataset) and gridcv() (cross-validation). Faster versions are also available for models based on latent variables (LVs) (gridscorelv() and gridcvlv()) and ridge regularization (gridscorelb() and gridcvlb()).
How to cite:
Marion Brandolini-Bunlon (2023). rchemo: Dimension Reduction, Regression and Discrimination for Chemometrics. R package version 0.1-1, https://cran.r-project.org/web/packages/rchemo
Previous versions and publish date:
No previous versions
Other packages that cited rchemo R package
View rchemo citation profile
Other R packages that rchemo depends, imports, suggests or enhances
Functions, R codes and Examples using the rchemo R package
Some associated functions: aggmean . aicplsr . asdgap . blocks . cassav . cglsr . checkdupl . checkna . covsel . dderiv . detrend . dfplsr_cg . dkplsr . dkrr . dmnorm . dtagg . dummy . epo . euclsq . fda . forages . getknn . gram . gridcv . gridscore . headm . interpl . knnda . knnr . kpca . kplsr . kplsrda . krr . krrda . lda . lmr . lmrda . locw . lwplsda_agg . lwplsr . lwplsr_agg . lwplsrda . matW . mavg . octane . odis . ozone . pca . pinv . plotjit . plotscore . plotsp . plotxna . plotxy . plsda . plsda_agg . plsr . plsr_agg . rmgap . rr . rrda . sampcla . sampdp . sampks . savgol . scordis . scores . segmkf . selwold . snv . sourcedir . summ . svm . transform . wdist . xfit . 
Some associated R codes: aggmean.R . aicplsr.R . blocks.R . cglsr.R . checking.R . covsel.R . dfplsr_cov.R . dfplsr_div.R . distances.R . dkplsr.R . dkrr.R . dmnorm.R . dtagg.R . dummy.R . eposvd.R . fda.R . getknn.R . gridcv.R . gridscore.R . headm.R . kernels.R . knnda.R . knnr.R . kpca.R . kplsr.R . kplsrda.R . krr.R . krrda.R . lda.R . lmr.R . lmrda.R . locw.R . lwplsprobda.R . lwplsprobda_agg.R . lwplsr.R . lwplsr_agg.R . lwplsrda.R . lwplsrda_agg.R . matW.R . mpars.R . odis.R . pcaeigen.R . pcaeigenk.R . pcanipals.R . pcanipalsna.R . pcasph.R . pcasvd.R . pinv.R . plotjit.R . plotscore.R . plotsp.R . plotsp1.R . plotxna.R . plotxy.R . plsda_agg.R . plskern.R . plsnipals.R . plsprobda.R . plsr_agg.R . plsrannar.R . plsrda.R . preprocessing.R . qda.R . rmgap.R . rr.R . rrda.R . sampcla.R . sampdp.R . sampks.R . scordis.R . segmkf.R . segmts.R . selwold.R . summ.R . svm.R . wdist.R . xfit.R . zfunctions.R .  Full rchemo 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

lgarch  
Simulation and Estimation of Log-GARCH Models
Simulation and estimation of univariate and multivariate log-GARCH models. The main functions of the ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
buildr  
Organize & Run Build Scripts Comfortably
Working with reproducible reports or any other similar projects often require to run the script that ...
Download / Learn more Package Citations See dependency  
Deriv  
Symbolic Differentiation
R-based solution for symbolic differentiation. It admits user-defined function as well as function s ...
Download / Learn more Package Citations See dependency  
bulletr  
Algorithms for Matching Bullet Lands
Analyze bullet lands using nonparametric methods. We provide a reading routine for x3p files (see &l ...
Download / Learn more Package Citations See dependency  

22,086

R Packages

187,731

Dependencies

55,244

Author Associations

22,087

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns