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Tuning Parameters for TEMPORAL HIERARCHICAL Models

Source: R/dials-temporal_hierarchy_params.R
temporal_hierarchy_params.Rd

Tuning Parameters for TEMPORAL HIERARCHICAL Models

Usage

combination_method(values = c("struc", "mse", "ols", "bu", "shr", "sam"))

use_model()

Arguments

values

A character string of possible values.

Details

The main parameters for Temporal Hierarchical models are:

  • combination_method: Combination method of temporal hierarchies.

  • use_model: Model used for forecasting each aggregation level.

Examples

combination_method()
#> Combination method of temporal hierarchies.  (qualitative)
#> 6 possible values include:
#> 'struc', 'mse', 'ols', 'bu', 'shr' and 'sam' 

use_model()
#> Model used for forecasting each aggregation level.  (qualitative)
#> 5 possible values include:
#> 'ets', 'arima', 'theta', 'naive' and 'snaive'