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NStepAhead Module

Loads and saves one-step-ahead and n-step-ahead prediction
 results into and out of simple CSV files

Types

Type Description

NStepAhead

NStepAheadStats

Functions and values

Function or value Description

NStepAhead.save directory subjectId modelId analysisId stepsAhead result

Full Usage: NStepAhead.save directory subjectId modelId analysisId stepsAhead result

Parameters:
    directory : string - The file directory to save to
    subjectId : string - Subject ID
    modelId : string - Model ID or Hypothesis ID
    analysisId : Guid - The unique reference of the estimation result used to generate n-step predictions
    stepsAhead : int - The number of time-steps ahead predicted
    result : CodedMap<FitSeries * NStepStatistics> - The n-step prediction from Bristlecone.oneStepAhead or similar

Save an individual n-step prediction (excluding statistics) for an individual subject and hypothesis / model.

directory : string

The file directory to save to

subjectId : string

Subject ID

modelId : string

Model ID or Hypothesis ID

analysisId : Guid

The unique reference of the estimation result used to generate n-step predictions

stepsAhead : int

The number of time-steps ahead predicted

result : CodedMap<FitSeries * NStepStatistics>

The n-step prediction from Bristlecone.oneStepAhead or similar

NStepAhead.saveAllRMSE directory results

Full Usage: NStepAhead.saveAllRMSE directory results

Parameters:
    directory : string - The file directory to save to
    results : (string * string * CodedMap<FitSeries * NStepStatistics>) seq - A sequence of subjectID * hypothesisID * n-step result

Saves a full ensemble overview of the root mean squared error of n-step ahead predictions.

directory : string

The file directory to save to

results : (string * string * CodedMap<FitSeries * NStepStatistics>) seq

A sequence of subjectID * hypothesisID * n-step result

Type something to start searching.