K Nearest Neighbor Forecasting with a Tailored Similarity Metric
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Documentation for package ‘knnwtsim’ version 1.0.0
Help Pages
| boston_911dispatch_weekly | boston_911dispatch_weekly |
| boston_fire_incidents_monthly | boston_fire_incidents_monthly |
| boston_fire_incidents_weekly | boston_fire_incidents_weekly |
| knn.forecast | KNN Forecast |
| knn.forecast.boot.intervals | KNN Forecast Bootstrap Prediction Intervals |
| knn.forecast.randomsearch.tuning | Tune 'knn.forecast()' Hyperparameters with Random Search |
| NNreg | Estimate a Single Point with K Nearest Neighbors Regression |
| SeasonalAbsDissimilarity | Seasonal Absolute Dissimilarity |
| simulation_master_list | simulation_master_list |
| SpMatrixCalc | Calculate Seasonal Similarity Matrix |
| StMatrixCalc | Calculate Temporal Similarity Matrix |
| SwMatrixCalc | Calculate Weighted Similarity Matrix |
| SxMatrixCalc | Calculate Similarity Matrix for Exogenous Predictors |
| TempAbsDissimilarity | Temporal Absolute Dissimilarity |