Estimate Regression Model

Calculates R Squared and its confidence interval.

Usage

# S3 method for default
estimateRegressionModel(frame, y=NULL, conf.level=.95, main=NULL, digits=3)

# S3 method for wss
estimateRegressionModel(DescStats, CorrStats, y=NULL, conf.level=.95, main=NULL, digits=3)

Arguments

frame

a set of (non-empty) numeric vectors of data values

DescStats

a matrix/frame of descriptive/summary statistics

CorrStats

a matrix/frame of correlations for the data set

y

the name of the criterion

conf.level

confidence level of the interval

main

a custom title for the table

digits

the specified number of decimal places

Value

The returned list contains one frame with the following components:

Est

the proportion of variance accounted for

LL

the lower limit of the confidence interval for the proportion of variance accounted for

UL

the upper limit of the confidence interval for the proportion of variance accounted for