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complexlm (version 1.1.3)

Linear Fitting for Complex Valued Data

Description

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'.

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Install

install.packages('complexlm')

Monthly Downloads

296

Version

1.1.3

License

GPL-2 | GPL-3

Issues

0

Pull Requests

0

Stars

1

Forks

1

Maintainer

William Ryan

Last Published

May 11th, 2025

Functions in complexlm (1.1.3)

summary.zlm

Summarize Complex Linear Model Fits.
matrixweave

Combine covariance matrix and pseudo covariance matrix into a "double covariance matrix"
rstandard.zlm

Standardized Residuals from Ordinary or Robust Linear fits with Complex Variables
psi.huber

Weighting functions for robust fitting
rlm

Robust Fitting of Linear Models, Compatible with Complex Variables
plot.zlm

Plot Diagnostics for a Complex Linear Model Objects
range

Range For Complex Objects
summary.rzlm

Summary Method for Robust Linear Models
median.complex

Improved Median for Complex Numbers
summary.complex

summary method for complex objects
vcov.rzlm

Calculate Variance-Covariance Matrix and Pseudo Variance-Covariance Matrix for a Complex Fitted Model Object
wmedian

Weighted Median
zlm.wfit

Least-Squares Linear Fitting for Complex Variables
zhatvalues

Generate the Hat Matrix or Leverage Scores of a Complex Linear Model
vcov.zlm

Calculate Variance-Covariance Matrix and Pseudo Variance-Covariance Matrix for a Complex Fitted Model Object
zmodel.matrix

Generate a Model Matrix (Design Matrix) Using Complex Variables
cooks.distance.zlm

Cook's Distance for Complex Linear Models
mahalanobis

Mahalanobis Distance, with better complex behavior
mad

Median Absolute Deviation, compatible with complex variables
cov

Variance, Covariance, and Correlation for Complex Data
complexlm-package

complexlm: Linear Fitting for Complex Valued Data
anova.zlm

ANOVA for Complex Linear Fits
lm.fit

Complex Variable Compatible Wrappers for stats::lm.fit() and stats::lm.wfit()
lm

Linear Model Fitting for Complex or Numeric Variables
complexdqlrs

An alternative to .Call(C_Cdqlrs, x * wts, y * wts, tol, FALSE)) that is compatible with complex variables
CuHallData

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