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SIMPLE.REGRESSION (version 0.1.9)

OLS, Moderated, Logistic, and Count Regressions Made Simple

Description

Provides SPSS- and SAS-like output for least squares multiple regression, logistic regression, and Poisson regression. Detailed output is also provided for OLS moderated regression, interaction plots, and Johnson-Neyman regions of significance. The output includes standardized coefficients, partial and semi-partial correlations, collinearity diagnostics, plots of residuals, and detailed information about simple slopes for interactions. There are numerous options for model plots, including plots of interactions for both lm and lme models.

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Version

Install

install.packages('SIMPLE.REGRESSION')

Monthly Downloads

333

Version

0.1.9

License

GPL (>= 2)

Maintainer

Brian O'Connor

Last Published

July 14th, 2024

Functions in SIMPLE.REGRESSION (0.1.9)

data_Bauer_Curran_2005

data_Bauer_Curran_2005
data_Bodner_2016

data_Bodner_2016
COUNT_REGRESSION

Count data regression
LOGISTIC_REGRESSION

Logistic regression
PLOT_MODEL

Plots predicted values for a regression model
PARTIAL_COEFS

Standardized coefficients and partial correlations for multiple regression
data_Halvorson_2022_pois

data_Halvorson_2022_pois
data_Cohen_Aiken_West_2003_9

data_Cohen_Aiken_West_2003_9
data_Lorah_Wong_2018

data_Lorah_Wong_2018
data_Kremelburg_2011

data_Kremelburg_2011
data_Chapman_Little_2016

data_Chapman_Little_2016
SIMPLE.REGRESSION-package

SIMPLE.REGRESSION
MODERATED_REGRESSION

Moderated multiple regression
data_Meyers_2013

data_Meyers_2013
data_Pituch_Stevens_2016

data_Pituch_Stevens_2016
REGIONS_OF_SIGNIFICANCE

Plots of Johnson-Neyman regions of significance for interactions
OLS_REGRESSION

Ordinary least squares regression
data_Orme_2009_5

data_Orme_2009_5
data_Green_Salkind_2014

data_Green_Salkind_2014
data_OConnor_Dvorak_2001

data_OConnor_Dvorak_2001
data_Cohen_Aiken_West_2003_7

data_Cohen_Aiken_West_2003_7
data_Huitema_2011

data_Huitema_2011
data_Halvorson_2022_log

data_Halvorson_2022_log
data_Orme_2009_2

data_Orme_2009_2
data_Pedhazur_1997

data_Pedhazur_1997