linreg-class: Multiple Linear Regression

In faridmusayev/R_lab04: Multiple Linear Regression

Description

This is a multiple linear regression model that take two inputs (formula,data) to initialize.

Value

Initializes object with class "linreg" that estimates regression coefficients, standard error, t-value, p-value and residueal standard error from a given formula and data frame

Fields

formula

formula with predictors and responses (compulsory input)

data

data frame with observations (compulsory input)

data_name

name of data frame

coefficients

estimated regression coefficients

resids

residuals (difference between observed and fitted y values)

predictors

fitted y values

df

degrees of freedom

summ

summary of results

resid_se

Residual Standard Error

res_var

standard deviation of residuals

faridmusayev/R_lab04 documentation built on Dec. 20, 2021, 7:44 a.m.