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useR! 2024
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In Person & Virtual
8 - 11 July, 2024
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Thursday, July 11 • 11:50 - 12:10
Introducing the 'Gasmodel' Package for Generalized Autoregressive Score Models - Vladimír Holý, Prague University of Economics and Business

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I present the 'gasmodel' package, designed to facilitate the estimation, forecasting, and simulation of a broad range of generalized autoregressive score (GAS) models. GAS models are a class of observation-driven time series models that employ the score to dynamically update time-varying parameters of the underlying probability distribution. The package supports diverse data types, offers a rich selection of distributions, provides flexible options for specifying dynamics, and allows for the incorporation of exogenous variables.

Speakers
avatar for Vladimír Holý

Vladimír Holý

Dr., Prague University of Economics and Business
Vladimír Holý is an assistant professor at the Prague University of Economics and Business. His area of expertise is time series analysis.


Thursday July 11, 2024 11:50 - 12:10 CEST
Pinzgau + Tennegau
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