Learn R Programming

⚠️There's a newer version (1.9) of this package.Take me there.

stsm (version 1.7)

Structural Time Series Models

Description

Fit the basic structural time series model by maximum likelihood.

Copy Link

Version

Install

install.packages('stsm')

Monthly Downloads

16

Version

1.7

License

GPL-2

Maintainer

Javier López-de-Lacalle

Last Published

January 26th, 2015

Functions in stsm (1.7)

datagen.stsm

Generate Data from a Structural Time Series Model
mloglik.fd

Spectral Log-Likelihood Function and Derivatives
methods-vcov-confint

Variance-covariance Matrix for a Fitted stsm Model Object
stsm-class

Class stsm for Structural Time Series Models
methods-stsmFit

Methods to Extract Information from a Fitted stsm Model Object
stsmFit

Interface to Different Fitting Procedures
force.defpos

Force Positive Definiteness of a Matrix
stsm-set-methods

Setter Methods for Class stsm
stsm-transPars-methods

Parameterization of Models Defined in the Class stsm
barrier.eval

Barrier Term in the Likelihood Function
stsm-get-methods

Getter Methods for Class stsm
stsm-validObject-methods

Check the Validity of an Object of Class stsm
maxlik.em

Maximization of the Time Domain Likelihood Function via the Expectation-Maximization Algorithm
sim-data

Simulated Data
stsm-char2numeric-methods

State Space Representation of Objects of Class stsm
method-logLik

Extract Log-Likelihood
linesearch

Choice of the Step Size in the Scoring Algorithm
maxlik.fd

Maximization of the Spectral Likelihood Function
stsm.model

Wrapper for Constructor of Objects of Class stsm
stsm.sgf

Spectral Generating Function of Common Structural Time Series Models
gdp4795

USA Real Gross Domestic Product
mloglik.td

Time Domain Log-Likelihood Function and Derivatives
stsm-package

Structural Time Series Models
maxlik.td

Maximization of the Time Domain Likelihood Function
init.vars

Initial Parameter Values
stsm-show-methods

Display an Object of Class stsm