Bootstrap (bristlecone) | bristlecone

bristlecone

TimeSeries.Bootstrap Module

Namespace: Bristlecone
Assembly: Bristlecone.dll
Parent Module: TimeSeries

Contains functions for bootstrapping one or many time series.

Functions and values

Function or value	Description
`bootstrapFixedStep stepping i series` Full Usage: `bootstrapFixedStep stepping i series` Parameters: stepping : `FixedTemporalResolution<'timespan>` - i : `int` - series : `TimeSeries<'T, 'date, 'timeunit, 'timespan>` - Returns: `TimeSeries<'T, 'date, 'timeunit, 'timespan>` A time series that has the observation at position i removed	Removes a single observation from a time-series. For relevant date types, removing a step takes account of leap years. The starting point is never removed. stepping : `FixedTemporalResolution<'timespan>` i : `int` series : `TimeSeries<'T, 'date, 'timeunit, 'timespan>` Returns: `TimeSeries<'T, 'date, 'timeunit, 'timespan>` A time series that has the observation at position i removed
`removeSingle random stepping data` Full Usage: `removeSingle random stepping data` Parameters: random : `Random` - A random instance to use stepping : `FixedTemporalResolution<'a>` data : `Map<'b, TimeSeries<'c, 'd, 'e, 'a>>` - A map of time-series values with at least one entry. Returns: `Map<'b, TimeSeries<'c, 'd, 'e, 'a>>` A new map of time-series values with the index entry i removed, and all time-points after shifted forward in time by one stepping.	Randomly remove a single time point from a time-series. random : `Random` A random instance to use stepping : `FixedTemporalResolution<'a>` data : `Map<'b, TimeSeries<'c, 'd, 'e, 'a>>` A map of time-series values with at least one entry. Returns: `Map<'b, TimeSeries<'c, 'd, 'e, 'a>>` A new map of time-series values with the index entry i removed, and all time-points after shifted forward in time by one stepping.