Package: complexlm 1.12

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]

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complexlm.pdf |complexlm.html✨
complexlm/json (API)

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

Peer review:

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

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

On CRAN:

complex-numbersfittinglinear-modelslinear-regressionrobust-statisticsstatistics

24 exports 1 stars 0.84 score 3 dependencies 3 scripts 271 downloads

Last updated 9 months agofrom:8cf9b863fb. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 14 2024
R-4.5-winNOTESep 14 2024
R-4.5-linuxNOTESep 14 2024
R-4.4-winNOTESep 14 2024
R-4.4-macNOTESep 14 2024
R-4.3-winOKSep 14 2024
R-4.3-macOKSep 14 2024

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