Why bother with multivariate regression?
85385
Why do we need multivariate regression (as opposed to a bunch of univariate regressions)?
3261
How to do a regression of a series of variables without typing each variable name
126294
In multiple regression, why are interactions modelled as products, and not something else, of the predictors?
124337
Degrees of freedom in regression
3013
Why does the Lasso provide Variable Selection?
67090
Casting a multivariate linear model as a multiple regression
97758
Is using correlation matrix to select predictors for regression correct?
89583
Transforming variables for multiple regression in R
103877
The advantages and disadvantages of using Kaiser Rule to select the number of principal components
153314
Multiple Regression, Normal distribution and Normalization
75278
What is the effect of having correlated predictors in a multiple regression model?
114450
Recommendations for mathematical multivariate statistics with exercises
567
Regression with multiple dependent variables?
30255
Multiple regression with more than 20 predictors
39186
Why does linear regression use a cost function based on the vertical distance between the hypothesis and the input data point?
17773
Why is polynomial regression considered a special case of multiple linear regression?
5843
Why do people rule out local hidden variables?