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dse (version 2007.7-1)

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Install

install.packages('dse')

Monthly Downloads

142

Version

2007.7-1

License

Free. See the LICENCE file for details.

Maintainer

Paul Gilbert

Last Published

February 26th, 2020

Functions in dse (2007.7-1)

Portmanteau

Calculate Portmanteau statistic
DSEflags

Flags to Indicate Use of Compiled Code
balanceMittnik

Balance a state space model
EstEval

Evaluate an estimation method
fixF

Set SS Model F Matrix to Constants
SS

State Space Models
estBlackBox4

Estimate a TSmodel
addPlotRoots

Add Model Roots to a plot
distribution.MonteCarloSimulations

Generate distribution plots of Monte Carlo simulations
is.forecastCovEstimatorsWRTdata.subsets

Check Inheritance
estBlackBox2

Estimate a TSmodel
estBlackBox1

Estimate a TSmodel
MittnikReducedModels

Reduced Models via Mittnik SVD balancing
horizonForecasts

Calculate forecasts at specified horizons
egJofF.1dec93.data

Eleven Time Series used in Gilbert (1995)
forecastCov

Forecast covariance for different models
00.dse.Intro

Dynamic Systems Estimation - Multivariate Time Series Package
DSEutilities

DSE Utilities
MonteCarloSimulations

Generate simulations
distribution

Plot distribution of estimates
horizonForecastsCompiled

Calculate forecasts at specified horizons
forecastCovEstimatorsWRTdata

Calculate Forecast Cov of Estimators WRT Data
estBlackBox

Estimate a TSmodel
MittnikReduction

Balance and Reduce a Model
ARMA

ARMA Model Constructor
estMaxLik

Maximum Likelihood Estimation
McMillanDegree

Calculate McMillan Degree
checkResiduals

Autocorrelations Diagnostics
percentChange.TSdata

Calculate percent change
TSdata

Construct TSdata time series object
estVARXar

Estimate a VAR TSmodel
TSmodel

Time Series Models
acf

Calculate the acf for an object
Polynomials

Polynomial Utilities
TSdata.object

time series data object
forecasts

Extract Forecasts
estWtVariables

Weighted Estimation
coef.TSmodel

Extract or set Model Parameters
inputData

TSdata Series
estBlackBox3

Estimate a TSmodel
combine.forecastCov

Combine 2 Forecast Cov Objects
forecastCovReductionsWRTtrue

Forecast covariance for different models
combine

Combine two objects.
reachability

Calculate Model Reachability Matrix
forecastCovEstimatorsWRTtrue

Compare Forecasts Cov Relative to True Model Output
informationTestsCalculations

Calculate selection criteria
genMineData

Generate Data
plot.mineStepwise

Plot Mine Stepwise Object
Riccati

Riccati Equation
informationTests

Tabulates selection criteria
bestTSestModel

Select Best Model
DSEversion

Print Version Information
TSestModel

Estimated Time Series Model
seriesNames.TSdata

Series Names Specific Methods
coef.TSmodelEstEval

Specific Methods for coef
estVARXls

Estimate a VAR TSmodel
phasePlots

Calculate Phase Plots
combine.TSdata

Combine series from two TSdata objects.
extractforecastCov

Extract Forecast Covariance
checkConsistentDimensions

Check Consistent Dimensions
dse-package

Dynamic Systems Estimation - Multivariate Time Series Package
estimateModels

Estimate Models
forecastCovWRTtrue

Compare Forecasts to True Model Output
makeTSnoise

Generate a random time series
markovParms

Markov Parameters
eg1.DSE.data

Four Time Series used in Gilbert (1993)
print.estimatedModels

Print Specific Methods
simulate

Simulate a TSmodel
estSSfromVARX

Estimate a state space TSmodel using VAR estimation
checkBalanceMittnik

Check Balance of a TSmodel
nseriesInput

Number of Series in in Input or Output
generateSSmodel

Randomly generate a state space model
l

Evaluate a TSmodel
residuals.TSestModel

Calculate the residuals for an object
l.ARMA

Evaluate an ARMA TSmodel
observability

Calculate Model Observability Matrix
plot.roots

Plot Model Roots
l.SS

Evaluate a state space TSmodel
permute

Permute
forecast

Forecast Multiple Steps Ahead
residualStats

Calculate Residuals Statistics and Likelihood
featherForecasts

Multiple Horizon-Step Ahead Forecasts
outOfSample.forecastCovEstimatorsWRTdata

Calculate Out-of-Sample Forecasts
minForecastCov

Minimum Forecast Cov Models
fixConstants

Fix TSmodel Coefficients (Parameters) to Constants
tfplot.rootsEstEval

Specific tfplot methods for rootsEstEval (EstEval) objects
stability

Calculate Stability of a TSmodel
print.TSdata

Print Specific Methods
sumSqerror

Calculate sum of squared prediction errors
nseriesfeatherForecasts

Number of Series
tfplot.forecastCov

Plots of Forecast Variance
periodsInput

TSdata Periods
minimumStartupLag

Starting Periods Required
roots

Calculate Model Roots
nstates

State Dimension of a State Space Model
roots.estimatedModels

Roots Specific Methods
periods.TSdata

Specific Methods for tframed Data
selectForecastCov

Select Forecast Covariances Meeting Criteria
mineStepwise

Mine Stepwise
seriesNamesInput.forecast

TS Input and Output Specific Methods
scale.TSdata

Scale Methods for TS objects
testEqual.ARMA

Specific Methods for Testing Equality
excludeForecastCov

Filter Object to Remove Forecasts
estSSMittnik

Estimate a State Space Model
estimatorsHorizonForecastsWRTdata

Estimate models and forecast at given horizons
summary.estimatedModels

Summary Specific Methods
shockDecomposition

Shock Decomposition
periodsMonteCarloSimulations

Tframe or Number of Periods
tframed.TSdata

Specific Methods for tframed Data
setArrays

Set TSmodel Array Information
totalForecastCov

Sum covariance of forecasts across all series
toSSinnov

Convert to State Space Innovations Model
tfplot.TSdata

Tfplot Specific Methods
state

Extract State
tfplot.TSdata.ee

Specific Methods for tfplot
setTSmodelParameters

Set TSmodel Parameter Information
seriesNamesInput

TSdata Series Names
toSSOform

Convert to Oform
testEqual.estimatedModels

Specific Methods for Testing Equality
stripMine

Select a Data Subset and Model
toARMA

Convert to an ARMA Model
toSSChol

Convert to Non-Innovation State Space Model
toSS

Convert to State Space Model
summary.TSdata

Specific Methods for Summary
tfplot.MonteCarloSimulations

Generate plots of Monte Carlo simulations
tfplot.coefEstEval

Specific tfplot methods for coefEstEval (EstEval) objects
TSdata.forecastCov

TS Extractor Specific Methods
forecastCovCompiled

Forecast covariance for different models - internal
checkBalance

Check Balance of a TSmodel
gmap

Basis Transformation of a Model.
print.TSestModel

Display TSmodel Arrays
smoother

Evaluate a smoother with a TSmodel