Package: complexlm 1.1.3

complexlm: Linear Fitting for Complex Valued Data

Tools for linear fitting with complex variables. Includes ordinary least-squares (zlm()) and robust M-estimation (rzlm()), and complex methods for oft used generics. Originally adapted from the rlm() functions of 'MASS' and the lm() functions of 'stats'.

Authors:William Ryan [aut, cre, cph], Bruce White [ths], Brian Ripley [ctb, cph], Bill Venables [ctb], John Maindonald [ctb], Martin Maechler [ctb], R Core Team [ctb, cph]

complexlm_1.1.3.tar.gz
complexlm_1.1.3.zip(r-4.7-any)complexlm_1.1.3.zip(r-4.6-any)complexlm_1.1.3.zip(r-4.5-any)
complexlm_1.1.3.tgz(r-4.6-any)complexlm_1.1.3.tgz(r-4.5-any)
complexlm_1.1.3.tar.gz(r-4.7-any)complexlm_1.1.3.tar.gz(r-4.6-any)
complexlm_1.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
complexlm/json (API)

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

Bug tracker:https://github.com/quantumofmoose/complexlm/issues

Datasets:
  • CuHallData - AC (Complex) Hall effect data measured from a thin-film copper sample.

On CRAN:

Conda:

complex-numbersfittinglinear-modelslinear-regressionrobust-statisticsstatistics

2.32 score 1 stars 21 scripts 339 downloads 24 exports 3 dependencies

Last updated from:cf9ed6c48a. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK105
source / vignettesOK153
linux-release-x86_64OK95
macos-release-arm64OK133
macos-oldrel-arm64OK121
windows-devel-x86_64OK54
windows-release-x86_64OK81
windows-oldrel-x86_64OK79
wasm-releaseOK81

Exports:.vcov.aliased.complexanova.zlmcomplexdqlrscorcovlmlm.fitlm.wfitmadmahalanobismatrixweavemedian.complexpsi.bisquarepsi.hampelpsi.huberrangerlmsummary.zlmvarvcov.zlmwmedianzhatvalueszlm.wfitzmodel.matrix

Dependencies:MASSmathjaxrpracma

Readme and manuals

Help Manual

Help pageTopics
ANOVA for Complex Linear Fitsanova.zlm anova.zlmlist
An alternative to .Call(C_Cdqlrs, x * wts, y * wts, tol, FALSE)) that is compatible with complex variablescomplexdqlrs
Cook's Distance for Complex Linear Modelscooks.distance.zlm
Variance, Covariance, and Correlation for Complex Datacor cov var
AC (Complex) Hall effect data measured from a thin-film copper sample.CuHallData
Linear Model Fitting for Complex or Numeric Variableslm
Complex Variable Compatible Wrappers for 'stats::lm.fit()' and 'stats::lm.wfit()'lm.fit lm.wfit
Median Absolute Deviation, compatible with complex variablesmad
Mahalanobis Distance, with better complex behaviormahalanobis
Combine covariance matrix and pseudo covariance matrix into a "double covariance matrix"matrixweave
Improved Median for Complex Numbersmedian.complex
Plot Diagnostics for a Complex Linear Model Objectsplot.zlm
Weighting functions for robust fittingpsi.bisquare psi.hampel psi.huber
Range For Complex Objectsrange
Robust Fitting of Linear Models, Compatible with Complex Variablesrlm rlm.complex rlm.formula
Standardized Residuals from Ordinary or Robust Linear fits with Complex Variablesrstandard.zlm
summary method for complex objectssummary.complex
Summary Method for Robust Linear Modelssummary.rzlm
Summarize Complex Linear Model Fits.print.summary.zlm summary.zlm
Calculate Variance-Covariance Matrix and Pseudo Variance-Covariance Matrix for a Complex Fitted Model Objectvcov.rzlm
Calculate Variance-Covariance Matrix and Pseudo Variance-Covariance Matrix for a Complex Fitted Model Object.vcov.aliased.complex vcov.zlm
Weighted Medianwmedian
Generate the Hat Matrix or Leverage Scores of a Complex Linear Modelzhatvalues
Least-Squares Linear Fitting for Complex Variableszlm.wfit
Generate a Model Matrix (Design Matrix) Using Complex Variableszmodel.matrix