prepare_data: Prepare time series data for usage

In h4sci/packagr: Estimation of a Bayesian Dynamic Factor Model

Description

prepare_data transforms the time series into a usable format for time series analysis.

Usage

prepare_data(flows, stocks, inventory, target)

Arguments

flows	A list of time series variable (flow variables).
stocks	A list of time series variable (stock variables).
inventory	Inventory of the corresponding data.
target	Defines the target variable.

Details

The function conducts a normalization by demeaning and dividing by the standard deviation of the individual time series.

Value

A dataframe

Examples

Xmat <- prepare_data(flows = data$flows, stocks = data$stocks,
inventory, target = target)

h4sci/packagr documentation built on Jan. 7, 2021, 10:40 p.m.