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complexlm (version 1.1.2)

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

1.1.2

License

GPL-2 | GPL-3

Issues

0

Pull Requests

0

Stars

1

Forks

1

Maintainer

William Ryan

Last Published

January 14th, 2024

Functions in complexlm (1.1.2)

summary.rzlm

Summary Method for Robust Linear Models
rstandard.zlm

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

Weighting functions for robust fitting
summary.zlm

Summarize Complex Linear Model Fits.
matrixweave

Combine covariance matrix and pseudo covariance matrix into a "double covariance matrix"
range

Range For Complex Objects
summary.complex

summary method for complex objects
median.complex

Improved Median for Complex Numbers
plot.zlm

Plot Diagnostics for a Complex Linear Model Objects
vcov.zlm

Calculate Variance-Covariance Matrix and Pseudo Variance-Covariance Matrix for a Complex Fitted Model Object
vcov.rzlm

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

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

Least-Squares Linear Fitting for Complex Variables
rlm

Robust Fitting of Linear Models, Compatible with Complex Variables
wmedian

Weighted Median
zmodel.matrix

Generate a Model Matrix (Design Matrix) Using Complex Variables
complexdqlrs

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

ANOVA for Complex Linear Fits
lm

Linear Model Fitting for Complex or Numeric Variables
cooks.distance.zlm

Cook's Distance for Complex Linear Models
cov

Variance, Covariance, and Correlation for Complex Data
lm.fit

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

complexlm: Linear Fitting for Complex Valued Data
mad

Median Absolute Deviation, compatible with complex variables
mahalanobis

Mahalanobis Distance, with better complex behavior
CuHallData

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