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Aplikace zobecněného lineárního modelu na směsi pravděpodobnostních rozdělení / Application of generalized linear model for mixture distributions

This thesis is intent on using mixtures of probability distributions in generalized linear model. The theoretical part is divided into two parts. In the first chapter a generalized linear model (GLM) is defined as an alternative to the classical linear regression model. The second chapter describes the mixture of probability distributions and estimate of their parameters. At the end of the second chapter, the previous theories are connected into the finite mixture generalized linear model. The last third part is practical and shows concrete examples of these models.

Identiferoai:union.ndltd.org:nusl.cz/oai:invenio.nusl.cz:17135
Date January 2009
CreatorsPokorný, Pavel
ContributorsMalá, Ivana, Pavelka, Roman
PublisherVysoká škola ekonomická v Praze
Source SetsCzech ETDs
LanguageCzech
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/masterThesis
Rightsinfo:eu-repo/semantics/restrictedAccess

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