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Statsmodels Examples
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Autoregressive Moving Average (ARMA) Model
Discrete Models
Generalized Linear Models
Generalized Least Squares
Ordinary Least Squares
Minimal Ordinary Least Squares Examples
Out of sample prediction
Robust Linear Models
OLS Example with joint significance tests
OLS non-linear curve but linear in parameters
OLS with dummy variables
Comparing OLS and RLM
Compare OLS and WLS
Example WLS: Heteroscedasticity 2 groups
OLS estimate
heteroscedasticity corrected standard errors for OLS
WLS knowing the true variance ratio of heteroscedasticity
Prediction Interval for OLS
2-stage least squares for FGLS (FWLS)
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