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Accessing Fitted Model Objects1 years ago
tidyfit 0.7.4Johann Pfitzinger Accessing_Fitted_Model_Objects.Rmd
Bootstrapping Confidence Intervals1 years ago
Fit the model | Plot the results | Comparing to built-in jackknife procedure
tidyfit 0.7.4Johann Pfitzinger Bootstrapping_Confidence_Intervals.Rmd
Feature Selection1 years ago
Feature selection algorithms | Filter methods | Wrapper methods | Embedded methods | Extracting the top models
tidyfit 0.7.4Johann Pfitzinger Feature_Selection.Rmd
Multinomial Classification1 years ago
Penalized classification algorithms to predict Species
tidyfit 0.7.4Johann Pfitzinger Multinomial_Classification.Rmd
Predicting Boston House Prices1 years ago
A simple regression | Regularized regression estimators | A glimpse at the backend
tidyfit 0.7.4Johann Pfitzinger Predicting_Boston_House_Prices.Rmd
Rolling Window Time Series Regression1 years ago
tidyfit 0.7.4Johann Pfitzinger Rolling_Window_Time_Series_Regression.Rmd
Time-varying parameters vs. rolling windows1 years ago
Load the data | Model fitting | Plotting the results
tidyfit 0.7.4Johann Pfitzinger Time-varying_parameters_vs_rolling_windows.Rmd
Flowchart4 years ago
tidyfit 0.7.4Johann Pfitzinger Flowchart.Rmd