how to decide on how to model something that doesn't satisfy all assumptions of linear regression
22253
In what order should you do linear regression diagnostics?
99653
Resources suggestion about linear model
67090
Casting a multivariate linear model as a multiple regression
37143
What if residuals are normally distributed, but y is not?
95315
Reference Request: Generalized Linear Models
127883
making predictions with log-log regression model
110802
Model selection with low N?
11067
How to choose a predictive model after k-fold cross-validation?
130013
Nonlinear regression model linear in some parameters
10796
Interpreting the residuals vs. fitted values plot for verifying the assumptions of a linear model
116939
Co-linearity/Stepwise regression
148679
Modelling with more variables than data points
97842
how to select the best non-linear model that represents the data?
95262
Can I still use logistic regression if some variables are not applied to all the observational units?
23868
Normality assumption in linear regression
104487
Finding Bias$(s^2)$ in incorrect linear model
68045
Explicit solution for linear regression with two predictors