Forecasting Models for Intermittent Time Series

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Documentation for package ‘fable.intermittent’ version 0.3.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

auto	Automotive Spare Parts Demand Dataset
BETANBB	Beta-Negative Binomial Bayesian Dynamic Model
EMPSD	Empirical Distribution Resampling
fitted.BETANBB	Extract fitted values from a BETANBB model
fitted.EMPSD	Extract fitted values from an EMPSD 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.NNARMA	Extract fitted values from a NNARMA model
fitted.PARAMSD	Extract fitted values from a PARAMSD 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.EMPSD	Forecast an EMPSD 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.NNARMA	Forecast a NNARMA model
forecast.PARAMSD	Forecast a PARAMSD 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.EMPSD	Generate sample paths from an EMPSD 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.NNARMA	Generate sample paths from a NNARMA model
generate.PARAMSD	Generate sample paths from a PARAMSD 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
NEGBINES	Negative Binomial Exponential Smoothing
NNARMA	Non-negative ARMA model
PARAMSD	Static Count Distribution Model
pasta	Pasta Sales Dataset
raf	RAF Spare Parts Demand Dataset
report.BETANBB	Beta-Negative Binomial Bayesian Dynamic Model
report.EMPSD	Empirical Distribution Resampling
report.GAMPOISB	Gamma-Poisson Bayesian Dynamic Model
report.HSPES	Hurdle-Shifted Poisson Exponential Smoothing
report.MARWAL	Markov Chain Model with Random Walk dynamic
report.NEGBINES	Negative Binomial Exponential Smoothing
report.NNARMA	Non-negative ARMA model
report.PARAMSD	Static Count Distribution Model
report.TWEES	Tweedie Exponential Smoothing
report.VZ	Viswanathan-Zhou Bootstrap Method
report.WSS	Willemain-Smart-Schwarz Bootstrap Method
residuals.BETANBB	Extract residuals from a BETANBB model
residuals.EMPSD	Extract residuals from an EMPSD 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.NNARMA	Extract residuals from a NNARMA model
residuals.PARAMSD	Extract residuals from a PARAMSD 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
tinyM5	Tiny M5 Dataset
TWEES	Tweedie Exponential Smoothing
VZ	Viswanathan-Zhou Bootstrap Method
WSS	Willemain-Smart-Schwarz Bootstrap Method