2. Multiple Linear Regression - Model estimation & evaluation

This is the second video in the playlist of videos on
Regression Models -Statistical Machine Learning
In this video you learn about
- estimating the model, estimating its coefficients and learn about arriving at point estimates and the predicted values for the response variable using the estimated model
- deriving the confidence interval and the prediction interval for the point estimate or the predicted value respectively
- evaluating the model utility using basic statistical quantities like R2 and adjusted R2 and methods like normal probability plots to verify the basic assumptions that the model should comply with
#régression #models #StatisticalMachineLearning #ModelEstimation #confidenceinterval #predictioninterval #rsquare #adjustedrsquare

Видео 2. Multiple Linear Regression - Model estimation & evaluation канала DataScience with HK