Multiple regression vs propensity score matching for covariates in observational study
88796
Survival Analysis, Cox Regression in randomized trial vs. observational study and propensity score matching
35273
Explain the difference between multiple regression and multivariate regression, with minimal use of symbols/math
75532
Beta coefficient interpretion with categorical and continuous predictors in a linear regression
108556
Standardization vs. Normalization for Lasso/Ridge Regression
90974
Adjusting for covariates in ROC curve analysis
12444
Multivariate linear regression vs. several univariate regression models
54796
Choosing between LM and GLM for a log-transformed response variable
97758
Is using correlation matrix to select predictors for regression correct?
36565
Box-Cox transformation vs. predictor transformation in multiple linear regression
19603
Conflicting approaches to variable selection: AIC, p-values or both?
65293
Dealing with Categorical variables in Multiple Regression
147962
How to estimate Relative Risks in Multivariate Binary Logistic Regression Models, instead of Odds Ratios?
76276
Logistic Regression: Bernoulli vs. Binomial Response Variables
118276
Multivariate multiple regression validation
100842
How are propensity scores different from adding covariates in a regression, and when are they preferred to the latter?
63048
R : constraining coefficients and error variance over multiple subsample regressions
95262
Can I still use logistic regression if some variables are not applied to all the observational units?