Linear Regression with R

Simple linear regression.
Polynomial regression.
Multiple linear regression.
Multiple linear regression with interactions.
Assessing normality assumption for linear regression in R.
Draw multivariate statistical data in R.
Comparing nested models in linear regerssion using ANOVA with R.

Evaluate relative importance of variables in regression using standardized regression coefficients approach in R

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6 months ago

Assessing Normality Assumption for Linear Regression in R

The normality assumption in linear regression is necessary to ensure the estimates of parameters are unbiased and the hypothesis testing…

10 months ago

Estimating simple linear regression model using lm() in R

Linear regression is widely used to model the relationship between response or dependent variable and explanatory or independent variables. The…

10 months ago