Assumptions needed for multiple linear regression
16120
What is a complete list of the usual assumptions for linear regression?
41386
Should one be concerned about multi-collinearity when using non-linear models?
146242
Fitting a variable using multiple equations
52136
Linear regression with Laplace errors
153314
Multiple Regression, Normal distribution and Normalization
92434
Hat matrix and leverages in classical multiple regression
10796
Interpreting the residuals vs. fitted values plot for verifying the assumptions of a linear model
95315
Reference Request: Generalized Linear Models
30082
Using regression to prove that X is a necessary / condition condition for Y
148798
Closed form and gradient calculation for linear regression
36565
Box-Cox transformation vs. predictor transformation in multiple linear regression
36891
Properties of logistic regressions
44832
Multiple regression - Interpreting the plots
16244
Regression when each point has its own uncertainty in both $x$ and $y$
145755
Matrix and regression model
84693
Interpreting linear regression with NA for estimates
22227
Percentage as dependent variable in multiple linear regression