Residual plots can be used to validate assumptions about the regression model ... inference for linear regression relies heavily on the variance estimate, MSE, and is therefore influenced by ...

It can save time and generate some fancy machine learning to solve ... with linear regression on Kaggle data. I checked the correlations and built a basic machine learning model with this dataset.

Creating Linear Regression with two-way interactions model Setting lrnRate = 0.0010 Setting maxEpochs = 100 Starting training epoch = 0 MSE = 0.3430 epoch = 20 MSE = 0.0570 epoch = 40 MSE = 0.0344 ...

For example, you might use regression analysis to find out how well you can predict a child's weight if you know that child's height. The following data are from a study of nineteen children. Height ...