About: Consumption Model Calibration and Related Statistical Problems

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In this paper, we will discuss a problem pertinent to many situations in which a statistical model is developed on a sample of individuals (describing their trajectories), but then it is applied on a much larger population of interest. Typical examples occur in natural gas and other energy consumption contexts. Due to various deficiencies of the original sample-only based model, due to possible inconsistencies between sample and the population as a whole, and/or due to inherently different nature of the available sample and populational data (their measurement, error properties, etc.), calibration arises as a natural way to improve original model. We will introduce a formal and flexible, time-varying statistical model of state-space nature, from which such a calibration will come out as one of the products. In this paper, we will discuss a problem pertinent to many situations in which a statistical model is developed on a sample of individuals (describing their trajectories), but then it is applied on a much larger population of interest. Typical examples occur in natural gas and other energy consumption contexts. Due to various deficiencies of the original sample-only based model, due to possible inconsistencies between sample and the population as a whole, and/or due to inherently different nature of the available sample and populational data (their measurement, error properties, etc.), calibration arises as a natural way to improve original model. We will introduce a formal and flexible, time-varying statistical model of state-space nature, from which such a calibration will come out as one of the products. (en)
Title	Consumption Model Calibration and Related Statistical Problems Consumption Model Calibration and Related Statistical Problems (en)
skos:prefLabel	Consumption Model Calibration and Related Statistical Problems Consumption Model Calibration and Related Statistical Problems (en)
skos:notation	RIV/67985807:_____/09:00327471!RIV10-AV0-67985807
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(1ET400300513), Z(AV0Z10300504)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Horáček, Jiří Brabec, Marek Pelikán, Emil Konár, Ondřej
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav informatiky AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	308150
http://linked.open...ai/riv/idVysledku	RIV/67985807:_____/09:00327471
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	linear calibration; natural gas consumption modeling; Bayesian approach; statistical model; time-varying calibration; state-space model (en)
http://linked.open.../riv/klicoveSlovo	Bayesian approach state-space model statistical model linear calibration natural gas consumption modeling time-varying calibration
http://linked.open...ontrolniKodProRIV	[A26BF90ACC19]
http://linked.open...v/mistoKonaniAkce	Tenerife
http://linked.open...i/riv/mistoVydani	Athens
http://linked.open...i/riv/nazevZdroje	Applied Economics, Business and Development
http://linked.open...in/vavai/riv/obor	JE
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Mathematical modelling of natural gas consumption for small and middle clients
http://linked.open...UplatneniVysledku	2009
http://linked.open...iv/tvurceVysledku	Malý, Marek Brabec, Marek Konár, Ondřej Pelikán, Emil
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000268848300020
http://linked.open.../riv/zahajeniAkce	2009-07-01 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Informatika pro informační společnost: modely, algoritmy, aplikace
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	WSEAS Press
https://schema.org/isbn	978-960-474-091-8
is http://linked.open...avai/riv/vysledek of	Consumption Model Calibration and Related Statistical Problems Consumption Model Calibration and Related Statistical Problems Consumption Model Calibration and Related Statistical Problems Consumption Model Calibration and Related Statistical Problems

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