Cross-Validation for Multi-Population Mortality Models


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Documentation for package ‘CvmortalityMult’ version 0.0.1

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fit_additive.LC.multi FUNCTION TO FIT ADDITIVE MULTI-POPULATION MORTALITY MODEL
fit_multiplicative.LC.multi FUNCTION TO FIT MULTIPLICATIVE MULTI-POPULATION MORTALITY MODEL
for_additive.LC.multi FUNCTION TO FORECAST ADDITIVE MULTI-POPULATION MORTALITY MODEL
for_multiplicative.LC.multi FUNCTION TO FORECAST MULTIPLICATIVE MULTI-POPULATION MORTALITY MODEL
MAE MEAN ABSOLUTE ERRORS (MAE)
MAPE MEAN ABSOLUTE PERCENTAGE ERROR (MAPE)
MSE MEAN SQUARED ERRORS (MSE)
multipopulation_cv FUNCTION TO APPLY CROSS-VALIDATION TECHNIQUES FOR TESTING THE FORECASTING ACCURACY OF MULTI-POPULATION MORTALITY MODELS
multipopulation_loocv FUNCTION TO APPLY LEAVE-ONE-OUT CROSS-VALIDATION TECHNIQUE FOR TESTING THE FORECASTING ACCURACY OF MULTI-POPULATION MORTALITY MODELS
plotLC.multi FUNCTION TO PLOT MULTI-POPULATION MORTALITY MODEL
regions regions
SpainMap Spain National map information
SpainNat Spain National Mortality data
SpainRegions Spain Regions Mortality data
SSE SUM of SQUARED ERRORS (SSE)