Main foehnix functions |
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Foehn Classification Based on a Two-Component Mixture Model |
foehnix Two-Component Mixture-Model Control Object |
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Fitting foehnix Mixture Model Without Concomitant Model. |
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Fitting Unregularized foehnix Mixture Model With Concomitant Model. |
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Fitting Regularized foehnix Mixture Model With Concomitant Model. |
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Evaluates Data Filter Rules for foehnix Mixture Moel Calls |
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foehnix Model Assessment Plots |
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Get Estimated Mixture Model Coefficients |
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Demo Data Sets |
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foehnix Demo Data Set |
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Support functions |
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Data Output |
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Write Estimated Probabilities to CSV File |
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Returns Fitted Values of foehnix Mixture Models |
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Predict Method for foehnix Mixture Models |
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IWLS Solver for Binary Logistic Regression Model |
foehnix Image Plot - Hovmoeller Diagram |
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Windrose Plot for foehnix Mixture Models and Observations |
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Default Wind Rose Plot |
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Time Series Plot of foehnix Models |
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foehnix Time Series Plot Config |
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Add Polygon to Plot |
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Convert Wind Speed and Wind Direction to u/v Wind Components |
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Convert u and v Wind Components to Wind Speed and Wind Direction |
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Extract Values used for Standardization (scaled:center) |
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Standardize (Model) Matrix |
Destandardize a Standardized Matrix |
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Additional functions |
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Returns the Ignorance of an Object |
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Returns Effective Degrees of Freedom |
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foehnix Families for Two-Component Mixture Models |
Wrapper Function Around glmnet Logistic Regression |
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Control Object to Allow for Regularized Concomitant Models |
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Check if Matrix is Standardized |
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Adding Wind Sector for Windrose Plots |
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Get Color Matrix and Legend for Windrose Plot |
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Get Count Matrix for Windrose Plot |
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Get Density Matrix for Windrose Plot |
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Convert input "windsector" to list if needed |