kone.statistics/dev.lounres.kone.statistics.seriesModels

Package-level declarations

Types

AutoregressiveModelDescriber

interface AutoregressiveModelDescriber<Number> : KoneSeriesModelDescriber<Number, AutoregressiveModelDescription<Number>>

AutoregressiveModelDescription

data class AutoregressiveModelDescription<Number>(val parameters: AutoregressiveModelParameters<Number>, val initialValues: KoneList<Number>)

AutoregressiveModelGenerator

fun interface AutoregressiveModelGenerator<Number> : KoneSeriesModelGenerator<Number, AutoregressiveModelDescription<Number>>

AutoregressiveModelParameters

value class AutoregressiveModelParameters<Number>(val parameters: KoneList<Number>) : KoneList<Number>

AutoregressiveMovingAverageModelDescriber

interface AutoregressiveMovingAverageModelDescriber<Number> : KoneSeriesModelDescriber<Number, AutoregressiveMovingAverageModelDescription<Number>>

AutoregressiveMovingAverageModelDescription

data class AutoregressiveMovingAverageModelDescription<Number>(val autoregressiveParameters: AutoregressiveModelParameters<Number>, val movingAverageParameters: MovingAverageModelParameters<Number>, val initialValues: KoneList<Number>, val initialErrors: KoneList<Number>)

AutoregressiveMovingAverageModelGenerator

fun interface AutoregressiveMovingAverageModelGenerator<Number> : KoneSeriesModelGenerator<Number, AutoregressiveMovingAverageModelDescription<Number>>

AutoregressiveMovingIntegratedAverageModelDescriber

interface AutoregressiveMovingIntegratedAverageModelDescriber<Number> : KoneSeriesModelDescriber<Number, AutoregressiveMovingIntegratedAverageModelDescription<Number>>

AutoregressiveMovingIntegratedAverageModelDescription

data class AutoregressiveMovingIntegratedAverageModelDescription<Number>(val autoregressiveParameters: AutoregressiveModelParameters<Number>, val integrationOrder: UInt, val movingAverageParameters: MovingAverageModelParameters<Number>, val initialValues: KoneList<Number>, val initialErrors: KoneList<Number>)

AutoregressiveMovingIntegratedAverageModelGenerator

fun interface AutoregressiveMovingIntegratedAverageModelGenerator<Number> : KoneSeriesModelGenerator<Number, AutoregressiveMovingIntegratedAverageModelDescription<Number>>

MovingAverageModelDescriber

interface MovingAverageModelDescriber<Number> : KoneSeriesModelDescriber<Number, MovingAverageModelDescription<Number>>

MovingAverageModelDescription

data class MovingAverageModelDescription<Number>(val parameters: MovingAverageModelParameters<Number>, val initialErrors: KoneList<Number>)

MovingAverageModelGenerator

fun interface MovingAverageModelGenerator<Number> : KoneSeriesModelGenerator<Number, MovingAverageModelDescription<Number>>

MovingAverageModelParameters

value class MovingAverageModelParameters<Number>(val parameters: KoneList<Number>) : KoneList<Number>

SeasonalAutoregressiveMovingIntegratedAverageModelDescriber

interface SeasonalAutoregressiveMovingIntegratedAverageModelDescriber<Number> : KoneSeriesModelDescriber<Number, SeasonalAutoregressiveMovingIntegratedAverageModelDescription<Number>>

SeasonalAutoregressiveMovingIntegratedAverageModelDescription

data class SeasonalAutoregressiveMovingIntegratedAverageModelDescription<Number>(val autoregressiveParameters: AutoregressiveModelParameters<Number>, val integrationOrder: UInt, val movingAverageParameters: MovingAverageModelParameters<Number>, val seasonalPeriod: UInt, val seasonalAutoregressiveParameters: AutoregressiveModelParameters<Number>, val seasonalIntegrationOrder: UInt, val seasonalMovingAverageParameters: MovingAverageModelParameters<Number>, val initialValues: KoneList<Number>, val initialErrors: KoneList<Number>)

SeasonalAutoregressiveMovingIntegratedAverageModelGenerator

fun interface SeasonalAutoregressiveMovingIntegratedAverageModelGenerator<Number> : KoneSeriesModelGenerator<Number, SeasonalAutoregressiveMovingIntegratedAverageModelDescription<Number>>