Man pages for mpascariu/MortalityForecast
Standard Tools to Compare and Evaluate Various Mortality Forecasting Methods
| AorB | IF 'a' is not NULL choose 'a' else take 'b' |
| arima.string1 | Identify ARIMA model - internal function |
| build.scenarios | Build Scenarios for do.BBackTesting function |
| change_model_factor_levels | Change factor levels in order to get nice legends in ggplots |
| computeAccuracy | Get Measures of Forecast Accuracy |
| computeRobustness | Compute robustness measures |
| convertCM | Convert Central Moments to Raw or Normalized moments |
| convert.moments | Convert Statistical Moments |
| convertNM | Convert Normalized Moments to Central or Raw moments |
| convertRM | Convert Raw Moments to Central or Normalized moments |
| do.BackTesting | Perform Out-of-Sample Testing of Mortality Forecasts Over One... |
| do.BBackTesting | Perform Out-of-Sample Testing of Mortality Forecasts Over... |
| do.MortalityForecasts | Perform Multiple Forecast of Mortality Using Various Models |
| do.MortalityModels | Fit Multiple Stochastic Mortality Models |
| do.Ranking | Rank models based on the accuracy or robustness results |
| evalAccuracy | Generic for Computing Accuracy Measure from the 'BackTesting'... |
| evalAccuracy.BackTesting | Get Accuracy Measures from 'BackTesting' |
| evalAccuracy.BBackTesting | Get Accuracy Measures from a 'BBackTesting' object |
| evalRobustness | Generic for evaluating the robustness of the mortality models... |
| evalRobustness.BBackTesting | Evaluating the Robustness of the Forecasting Mortality Models |
| find_ages_and_years | Find age and year vectors |
| find_arima | Find ARIMA order of a time series |
| find.density | Estimate density function based on Maximum Entropy method... |
| find.moments | Compute Statistical Moments |
| fitted2dens | Prepare data for ggplots in plot.MEM function |
| get_dx_values | #' Get d[x] values and confidence intervals based on k[t]... |
| get.Fitted | Get Fitted Values |
| get.Forecasts | Get Predicted Values |
| get_mx_values | Get m[x] values and confidence intervals based on k[t]... |
| get.Observed | Get Observed Values |
| get.Residuals | Get Deviance Residuals |
| ggplotDistribConvergence | Plot Convergence in Age at Death Distribution |
| head_tail | Summary function - display head and tail in a single... |
| HMD_male | DATA - Demographic data for various population |
| LC | Lee-Carter Mortality Model as implemented in StMoMo package |
| model.HyndmanUllah | The Functional Demographic Model |
| model.LeeCarter | The Lee-Carter Mortality Model |
| model.LiLee | The Li-Lee Mortality Model |
| model.MEM | The Maximum-Entropy Mortality Model |
| model.MRW | The Multivariate Random Walk Model |
| model.Oeppen | The Oeppen Mortality Model (Oeppen - CoDa) |
| model.OeppenC | The Coherent Oeppen Mortality Model (Oeppen-C) |
| model.RenshawHaberman | The Renshaw-Haberman Mortality Model imported from StMoMo... |
| MortalityForecast | MortalityForecast: Standard Tools to Compare and Evaluate... |
| Mult | Hack gnm::Mult weird dependency The way this function is... |
| num_workers | Determine the number of cores to be used |
| Oeppen.input.check | Validate input values |
| PLAT | Lee-Carter Mortality Model as implemented in StMoMo package |
| plot.BackTesting | Plot method for objects of the class 'BackTesting' |
| plot.MEM | Plot the Observed and Fitted Age-at-Death Distribution |
| plot.predict.MEM | Plot the Predicted Age-at-Death Distribution |
| plot.predict.Oeppen | Plot the Predicted Age-at-Death Distribution |
| plot.residMF | Plot the deviance residuals |
| predict.HyndmanUllah | Forecast age-specific death rates using the Hyndman-Ullah... |
| predict.LeeCarter | Forecast age-specific death rates using the Lee-Carter model. |
| predict.LiLee | Forecast age-specific death rates using the Li-Lee model |
| predict.MEM | Forecast the age-at-death distribution using the... |
| predict.MRW | Forecast age-specific death rates using the a Multivariate... |
| predict.Oeppen | Forecast the age-at-death distribution using the Oeppen... |
| predict.OeppenC | Forecast the age-at-death distribution using the Coherent... |
| predict.RenshawHaberman | Forecast age-specific death rates using the Renshaw-Haberman... |
| print_default | Print function for mortality objects |
| print.MortalityForecasts | Print function for do.MortalityForecasts |
| print.MortalityModels | Print function for do.MortalityModels |
| replace.zeros | Replace zero's in input matrix |
| residuals_default | Extract Model Residuals |
| residuals.Oeppen | Extract Model Residuals |
| scatterplotAPC | Do a scatter plot of a matrix according to age-period-cohorts |
| summary.get.Residuals | Generic Summary |
| summary.Oeppen | Generic Summary |
| whatsYourName | Return the name of the object as.character |
| which_model_is_in | Determine which model is included in input |
| wide2long | Wide table to long table |
| wide.list.2.long.df | List containing wide tables to 1 long table |
