Which regression model to choose?
13616
Removal of statistically significant intercept term increases $R^2$ in linear model
39879
Should I remove non-significant variables from my regression model
87047
For model selection/comparison, what kind of test should I use?
22668
Linear vs. nonlinear regression
11067
How to choose a predictive model after k-fold cross-validation?
100044
Multinomial logistic regression analysis or binary logistic regression
567
Regression with multiple dependent variables?
28356
Rules of thumb for minimum sample size for multiple regression
104236
Factor analysis and regression
26428
which analysis fit the best for the data?
65293
Dealing with Categorical variables in Multiple Regression
12444
Multivariate linear regression vs. several univariate regression models
148679
Modelling with more variables than data points
95829
Regression with very small sample size
21500
Multiple regression or partial correlation coefficient? And relations between the two
153314
Multiple Regression, Normal distribution and Normalization
99864
Using a regression model to make prediction: When to stop?