linRegrParamAndPVal: Fit linear regression, return parameters and p-values

In wrMisc: Analyze Experimental High-Throughput (Omics) Data

Fit linear regression, return parameters and p-values

Description

This function fits a linear regression and returns the parameters, including p-values from Anova. Here the vector 'y' (scalar response or dependent variable, ie the value that should get estimated) will be estimated according to 'dep' (explanatory or independent variable). Alternatively, 'dep' may me a matrix where 1st column will be used as 'dep and the 2nd column as 'y'.

Usage

linRegrParamAndPVal(
  dep,
  y = NULL,
  asVect = TRUE,
  silent = FALSE,
  debug = FALSE,
  callFrom = NULL
)

Arguments

dep	(numeric vector, matrix or data.frame) explanatory or dependent variable, if matrix or data.frame the 1st column will be used, if 'y'=NULL the 2nd column will be used as 'y'
y	(numeric vector) independent variable (the value that should get estimated based on 'dep')
asVect	(logical) return numeric vector (Intercept, slope, p.intercept, p.slope) or matrix or results
silent	(logical) suppress messages
debug	(logical) additional messages for debugging
callFrom	(character) allow easier tracking of messages produced

Value

numeric vector (Intercept, slope, p.intercept, p.slope), or if asVect==TRUE as matrix (p.values in 2nd column)

See Also

lm

Examples

linRegrParamAndPVal(c(5,5.1,8,8.2),gl(2,2))

wrMisc documentation built on Sept. 11, 2024, 6:10 p.m.