summarise_stats: Summary statistics for time series data

In ahaeusser/tscv: Functions and utilities for tidy time series forecasting and time series cross-validation

Summary statistics for time series data

Description

This function calculates several summary statistics for time series data. The function calculates the following metrics for all key combinations:

• mean: Arithmetic mean

• median: Median (p50)

• mode: Mode

• sd: Standard deviation

• p0: Minimum

• p25: 25%-Quantile

• p75: 75%-Quantile

• p100: Maximum

• skewness: Skewness

• kurtosis: Kurtosis

Usage

summarise_stats(.data, context)

Arguments

.data	A tibble in long format containing time series data.
context	A named list with the identifiers for seried_id, value_id and index_id.

Value

data A tibble containing the summary statistics.

ahaeusser/tscv documentation built on July 26, 2023, 3:18 p.m.