Forecasting Models for Intermittent Time Series


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Documentation for package ‘fable.intermittent’ version 0.1.1

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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
NEGBINES Negative Binomial Exponential Smoothing
ptweedie Tweedie Distribution Functions
qtweedie Tweedie Distribution Functions
raf RAF Spare Parts Demand Dataset
report.BETANBB Beta-Negative Binomial Bayesian Dynamic Model
report.EMPDISTR 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.STATICDISTR 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.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