Package: foehnix 0.1.7

foehnix: Objective Foehn Diagnosis

A package providing tools to perform objective probabilistic foehn wind diagnosis and methods based on Gaussian mixture models with optional concomitants and methods to access the estimates.

Authors:Reto Stauffer [aut, cre], Matthias Dusch [ctb], Georg J. Mayr [ctb], Fabien Maussion [ctb], Detka Deborah [ctb]

foehnix_0.1.7.tar.gz
foehnix_0.1.7.zip(r-4.7-x86_64)foehnix_0.1.7.zip(r-4.7-arm64)foehnix_0.1.7.zip(r-4.6-x86_64)foehnix_0.1.7.zip(r-4.6-arm64)foehnix_0.1.7.zip(r-4.5-x86_64)
foehnix_0.1.7.tgz(r-4.6-x86_64)foehnix_0.1.7.tgz(r-4.6-arm64)foehnix_0.1.7.tgz(r-4.5-x86_64)foehnix_0.1.7.tgz(r-4.5-arm64)
foehnix_0.1.7.tar.gz(r-4.7-arm64)foehnix_0.1.7.tar.gz(r-4.7-x86_64)foehnix_0.1.7.tar.gz(r-4.6-arm64)foehnix_0.1.7.tar.gz(r-4.6-x86_64)
foehnix_0.1.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
foehnix/json (API)

# Install 'foehnix' in R:
install.packages('foehnix', repos = c('https://retostauffer.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://codeberg.org/retostauffer/foehnix

Datasets:

On CRAN:

Conda:

1.93 score 17 scripts 23 exports 26 dependencies

Last updated from:60dd458ee7. Checks:13 NOTE, 2 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64NOTE236
linux-devel-x86_64NOTE247
source / vignettesOK192
linux-release-arm64NOTE223
linux-release-x86_64NOTE254
macos-release-arm64NOTE301
macos-release-x86_64NOTE570
macos-oldrel-arm64NOTE153
macos-oldrel-x86_64NOTE534
windows-devel-arm64NOTE508
windows-devel-x86_64NOTE307
windows-release-arm64NOTE491
windows-release-x86_64NOTE321
windows-oldrel-x86_64NOTE338
wasm-releaseOK114

Exports:add_polygoncenterddff2uvdemodatadestandardizedestandardize_coefficientsedffoehnixfoehnix_filterfoehnix.controlglmnet.controlhas.lefthas.rightIGNis.standardizedis.truncatediwls_logitstandardizetsplottsplot.controluv2ddffwindrosewrite.csv

Dependencies:briocallrclicrayondescdiffobjevaluatefsgluejsonlitelatticelifecyclemagrittrotelpkgbuildpkgloadpraiseprocessxpsR6rlangrprojroottestthatwaldowithrzoo

Readme and manuals

Help Manual

Help pageTopics
Add Polygon to Plotadd_polygon
Extract Values used for Standardization (scaled:center)center center.standardized
Get Estimated Mixture Model Coefficientscoef.foehnix
Convert Wind Speed and Wind Direction to u/v Wind Componentsddff2uv
foehnix Demo Data Setdemodata ellboegen luckyfive sattelberg viejas
Destandardize a Standardized Matrixdestandardize
Returns Effective Degrees of Freedomedf
Returns Fitted Values of foehnix Mixture Modelsfitted.foehnix
Foehn Classification Based on a Two-Component Mixture ModelAIC AIC.foehnix BIC BIC.foehnix edf.foehnix foehnix formula.foehnix IGN.foehnix logLik logLik.foehnix nobs nobs.foehnix print.foehnix summary.foehnix
Evaluates Data Filter Rules for foehnix Mixture Moel Callsfoehnix_filter print.foehnix.filter
Wrapper Function Around glmnet Logistic Regressionfoehnix_glmnet
foehnix Two-Component Mixture-Model Control Objectfoehnix.control
foehnix Families for Two-Component Mixture Modelsfoehnix.family foehnix_cgaussian foehnix_clogistic foehnix_gaussian foehnix_logistic foehnix_tgaussian foehnix_tlogistic has.left has.right is.truncated print.foehnix.family
Fitting foehnix Mixture Model Without Concomitant Model.foehnix.noconcomitant.fit
Fitting Regularized foehnix Mixture Model With Concomitant Model.foehnix.reg.fit
Fitting Unregularized foehnix Mixture Model With Concomitant Model.foehnix.unreg.fit
Control Object to Allow for Regularized Concomitant Modelsglmnet.control print.glmnet.control
Returns the Ignorance of an ObjectIGN
foehnix Image Plot - Hovmoeller Diagramimage image.foehnix
Check if Matrix is Standardizedis.standardized is.standardized.matrix
IWLS Solver for Binary Logistic Regression ModelAIC.ccmodel BIC.ccmodel coef.ccmodel edf.ccmodel iwls_logit logLik.ccmodel summary.ccmodel
foehnix Model Assessment Plotsplot.foehnix
Predict Method for foehnix Mixture Modelspredict.foehnix
Standardize (Model) Matrixdestandardize.standardized destandardize_coefficients scale.standardized standardize standardize.matrix
Time Series Plot of foehnix Modelstsplot
foehnix Time Series Plot Configtsplot.control tsplot_get_control
Convert u and v Wind Components to Wind Speed and Wind Directionuv2ddff
Windrose Plot for foehnix Mixture Models and Observationswindrose windrose.foehnix
Adding Wind Sector for Windrose Plotswindrose_add_windsector
Get Color Matrix and Legend for Windrose Plotwindrose_get_cols
Get Count Matrix for Windrose Plotwindrose_get_counts
Get Density Matrix for Windrose Plotwindrose_get_density
Default Wind Rose Plotwindrose.default
Convert input "windsector" to list if neededwindsector_convert
Data Outputwrite.csv
Write Estimated Probabilities to CSV Filewrite.csv.foehnix