Forecasting Models for Intermittent Time Series


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Documentation for package ‘fable.intermittent’ version 0.1.0

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auto Automotive Spare Parts Demand Dataset
BETANBB Beta-Negative Binomial Bayesian Dynamic Model
dist_tweedie Tweedie Distribution
dtweedie Tweedie Distribution Functions
EMPDISTR Empirical Distribution Resampling
fitted.BETANBB Extract fitted values from a BETANBB model
fitted.EMPDISTR Extract fitted values from an EMPDISTR model
fitted.GAMPOISB Extract fitted values from a GAMPOISB model
fitted.HSPES Extract fitted values from a HSPES model
fitted.MARWAL Extract fitted values from a MARWAL model
fitted.NEGBINES Extract fitted values from a NEGBINES model
fitted.STATICDISTR Extract fitted values from a STATICDISTR model
fitted.TWEES Extract fitted values from a TWEES model
fitted.VZ Extract fitted values from a VZ model
fitted.WSS Extract fitted values from a WSS model
forecast.BETANBB Forecast a BETANBB model
forecast.EMPDISTR Forecast an EMPDISTR model
forecast.GAMPOISB Forecast a GAMPOISB model
forecast.HSPES Forecast a HSPES model
forecast.MARWAL Forecast a MARWAL model
forecast.NEGBINES Forecast a NEGBINES model
forecast.STATICDISTR Forecast a STATICDISTR model
forecast.TWEES Forecast a TWEES model
forecast.VZ Forecast a VZ model
forecast.WSS Forecast a WSS model
GAMPOISB Gamma-Poisson Bayesian Dynamic Model
generate.BETANBB Generate sample paths from a BETANBB model
generate.EMPDISTR Generate sample paths from an EMPDISTR model
generate.GAMPOISB Generate sample paths from a GAMPOISB model
generate.HSPES Generate sample paths from a HSPES model
generate.MARWAL Generate sample paths from a MARWAL model
generate.NEGBINES Generate sample paths from a NEGBINES model
generate.STATICDISTR Generate sample paths from a STATICDISTR model
generate.TWEES Generate sample paths from a TWEES model
generate.VZ Generate sample paths from a VZ model
generate.WSS Generate sample paths from a WSS model
HSPES Hurdle-Shifted Poisson Exponential Smoothing
MARWAL Markov Chain Model with Random Walk dynamic
model_sum.BETANBB Return model name
model_sum.EMPDISTR Return model name
model_sum.GAMPOISB Return model name
model_sum.HSPES Return model name
model_sum.MARWAL Return model name
model_sum.NEGBINES Return model name
model_sum.STATICDISTR Return model name
model_sum.TWEES Return model name
model_sum.VZ Return model name
model_sum.WSS Return model name
NEGBINES Negative Binomial Exponential Smoothing
ptweedie Tweedie Distribution Functions
qtweedie Tweedie Distribution Functions
raf RAF Spare Parts Demand Dataset
residuals.BETANBB Extract residuals from a BETANBB model
residuals.EMPDISTR Extract residuals from an EMPDISTR model
residuals.GAMPOISB Extract residuals from a GAMPOISB model
residuals.HSPES Extract residuals from a HSPES model
residuals.MARWAL Extract residuals from a MARWAL model
residuals.NEGBINES Extract residuals from a NEGBINES model
residuals.STATICDISTR Extract residuals from a STATICDISTR model
residuals.TWEES Extract residuals from a TWEES model
residuals.VZ Extract residuals from a VZ model
residuals.WSS Extract residuals from a WSS model
rtweedie Tweedie Distribution Functions
STATICDISTR Static Count Distribution Model
tweedie Tweedie Distribution Functions
TWEES Tweedie Exponential Smoothing
VZ Viswanathan-Zhou Bootstrap Method
WSS Willemain-Smart-Schwarz Bootstrap Method