Generalized Dynamic Linear Modeler


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Documentation for package ‘dlmodeler’ version 1.2-1

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AIC.dlmodeler.fit Log-likelihood and AIC of a model
dlmodeler Generalized Dynamic Linear Modeler
dlmodeler.add Add two models
dlmodeler.bind Bind two models
dlmodeler.build Build a DLM
dlmodeler.build.arima Build an ARIMA model
dlmodeler.build.dseasonal Build a "dummy seasonal" model
dlmodeler.build.polynomial Build a polynomial model
dlmodeler.build.regression Build a regression model
dlmodeler.build.structural Build a structural time series model
dlmodeler.build.tseasonal Build a trigonometric seasonal model
dlmodeler.check Check dimensions and validity
dlmodeler.extract Extract the mean, covariance and prediction intervals for states and observations
dlmodeler.filter Filtering and smoothing for a DLM
dlmodeler.fit Fitting function for a model (MLE, MSE, MAD, sigma)
dlmodeler.fit.MAD Fitting function for a model (MLE, MSE, MAD, sigma)
dlmodeler.fit.MAPE Fitting function for a model (MLE, MSE, MAD, sigma)
dlmodeler.fit.MLE Fitting function for a model (MLE, MSE, MAD, sigma)
dlmodeler.fit.MSE Fitting function for a model (MLE, MSE, MAD, sigma)
dlmodeler.fit.sigma Fitting function for a model (MLE, MSE, MAD, sigma)
dlmodeler.forecast Forecast function
dlmodeler.smooth Filtering and smoothing for a DLM
dlmodeler.yeardays Return the number of days and weekdays in a given year
logLik.dlmodeler.filtered Log-likelihood and AIC of a model
logLik.dlmodeler.fit Log-likelihood and AIC of a model
print.dlmodeler Print a model