Package: cirls 0.4.0-11

cirls: Constrained Iteratively Reweighted Least Squares

Fitting and inference functions for generalized linear models with constrained coefficients.

Authors:Pierre Masselot [aut, cre, cph], Antonio Gasparrini [aut]

cirls_0.4.0-11.tar.gz
cirls_0.4.0-11.zip(r-4.7-any)cirls_0.4.0-11.zip(r-4.6-any)cirls_0.4.0-11.zip(r-4.5-any)
cirls_0.4.0-11.tgz(r-4.6-any)cirls_0.4.0-11.tgz(r-4.5-any)
cirls_0.4.0-11.tar.gz(r-4.7-any)cirls_0.4.0-11.tar.gz(r-4.6-any)
cirls_0.4.0-11.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
cirls/json (API)

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

Bug tracker:https://github.com/pierremasselot/cirls/issues

Datasets:
  • fgl - Measurement of forensic glass fragments
  • london - Daily mortality, temperature and pollution data in London
  • warming - Global temperature anomaly

On CRAN:

Conda:

4.38 score 4 stars 5 scripts 366 downloads 10 exports 16 dependencies

Last updated from:279407d5e0. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK157
source / vignettesOK184
linux-releaseOK204
macos-releaseOK220
macos-oldrelOK174
windows-develOK87
windows-releaseOK113
windows-oldrelOK129
wasm-releaseOK90

Exports:boundConstrbuildCmatcirls.controlcirls.fitedfreduceConsshapeConstrsimulCoefunconszerosumConstr

Dependencies:alabamacliconeprojlatticelpSolveMatrixnleqslvnumDerivosqpqrngquadprogRcppRcppArmadilloS7spacefillrTruncatedNormal

Readme and manuals

Help Manual

Help pageTopics
cirls: Constrained Iteratively Reweighted Least Squarescirls-package cirls
Boundary constraintsbound boundConstr boundConstr.default boundConstr.factor
Boundary constraints for spline basesboundConstr.bs boundConstr.ns boundConstr.ps
Constraints for distributed lag linear and non-linear modelsboundConstr.crossbasis shapeConstr.crossbasis
Boundary constraints for onebasis objectsboundConstr.onebasis boundConstr.strata
Build a constraint matrixbuildCmat
Parameters controlling CIRLS fittingcirls.control
Constrained Iteratively Reweighted Least-Squares algorithmcirls.fit
Expected degrees of freedomedf
Measurement of forensic glass fragmentsfgl
Extract Log-LikelihoodlogLik.cirls
Daily mortality, temperature and pollution data in Londonlondon
Reduce a set of linear constraintsreduceCons
Shape constraintsshape shapeConstr shapeConstr.bs shapeConstr.default shapeConstr.factor shapeConstr.lin shapeConstr.ns shapeConstr.onebasis shapeConstr.ps shapeConstr.strata
Methods for inference on the coefficients of a 'cirls' object.confint.cirls confint.sim.cirls simulCoef vcov.cirls vcov.sim.cirls
Unconstrained modeluncons
Global temperature anomalywarming
Specify Zero-sum constraintszerosum zerosumConstr