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Bristlecone Module

Types

Type Description

FittingMethod

Functions and values

Function or value Description

fitDendro engine endCondition system fitMethod growthSeriesId plant

Full Usage: fitDendro engine endCondition system fitMethod growthSeriesId plant

Parameters:
Returns: EstimationResult<'a, 'c, 'b> An estimation result for the given plant, model and fitting method (engine)

Fit a model to plant growth time-series. The plant individual's growth data is always labelled as `x`.

engine : EstimationEngine<'a, 'b, 'u, MeasureOne>

A configured estimation engine

endCondition : EndCondition

The end condition to apply to optimisation

system : ModelSystem<'u>

The compiled model system for analysis

fitMethod : FittingMethod
growthSeriesId : ShortCode
plant : PlantIndividual<'v, 'a, 'c, 'b>

A plant individual

Returns: EstimationResult<'a, 'c, 'b>

An estimation result for the given plant, model and fitting method (engine)

oneStepAheadDendro engine system fitMethod growthSeriesId plant preTransform estimate

Full Usage: oneStepAheadDendro engine system fitMethod growthSeriesId plant preTransform estimate

Parameters:
Returns: Map<ShortCode, (TimeSeries<FitValue, 'a, 'c, 'd> * NStepStatistics)>

Perform n-step-ahead computation on the hypothesis and plant. The plant individual's growth data is always labelled as `x`.

engine : EstimationEngine<'a, 'b, 'u, MeasureOne>

system : ModelSystem<'u>

fitMethod : FittingMethod
growthSeriesId : ShortCode
plant : PlantIndividual<'v, 'a, 'c, 'd>

preTransform : Map<ShortCode, TimeSeries<float, 'a, 'c, 'd>> -> CodedMap<TimeSeries<float<MeasureOne>, 'a, 'e, 'b>>

estimate : ParameterPool

Returns: Map<ShortCode, (TimeSeries<FitValue, 'a, 'c, 'd> * NStepStatistics)>

tryFitDendro engine endCondition system fitMethod growthSeriesId plant

Full Usage: tryFitDendro engine endCondition system fitMethod growthSeriesId plant

Parameters:
Returns: Result<EstimationResult<'a, 'c, 'b>, string>
engine : EstimationEngine<'a, 'b, 'u, MeasureOne>
endCondition : EndCondition
system : ModelSystem<'u>
fitMethod : FittingMethod
growthSeriesId : ShortCode
plant : PlantIndividual<'v, 'a, 'c, 'b>
Returns: Result<EstimationResult<'a, 'c, 'b>, string>

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