mlr_interpret: Multiple Linear Regression with Plain-English Interpretation

In statease: Simplified Statistical Analysis with Plain-English Interpretation

Multiple Linear Regression with Plain-English Interpretation

Description

Multiple Linear Regression with Plain-English Interpretation

Usage

mlr_interpret(formula, data, conf.level = 0.95)

Arguments

formula	A formula of the form outcome ~ predictor1 + predictor2 + ...
data	A data frame containing the variables
conf.level	Confidence level. Default 0.95.

Value

An object of class statease_mlr containing multiple regression results and interpretation. Use print() to display the formatted report.

Examples

df <- data.frame(
  exam_score  = c(23,45,12,67,34,89,56,43,78,90),
  study_hours = c(2,5,1,7,3,9,6,4,8,10),
  attendance  = c(60,80,50,90,70,95,85,75,88,92)
)
result <- mlr_interpret(exam_score ~ study_hours + attendance, data = df)
print(result)

statease documentation built on June 7, 2026, 5:06 p.m.