About: Modelig price of dwelling based on socioeconomic factors

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In our contribution we focused our attention to modelling relationship between average price of dwelling in the given districts on one side and socioeconomic variables as explanatory variables on the other side. More concretely our regression model considered several socioeconomic variables, resp. indexes: unemployment rate, criminality, average length of incapacity to work, index of ageing and proportion of economic active inhabitants in conjunction with their spatial coordinates. Dataset were combined from two sources. The first data set was obtained from real estate agency server http://www.realitymorava.cz, where the comparison of dwelling prices in all districts of the Czech Republic is periodically published. The second data set was selected through SQL commands from database provided by the Czech Statistical Office. During the modeling process we respected the spatial character of the observed data and for estimation of regression coefficients we used spatial simultaneous autoregressive lag model. Data preprocessing and model building with numeric evaluation was carried out in programming language R 3.0.1 and MS Access. For this purpose we used several specific libraries like ?sp? or ?maptools?. In our contribution we focused our attention to modelling relationship between average price of dwelling in the given districts on one side and socioeconomic variables as explanatory variables on the other side. More concretely our regression model considered several socioeconomic variables, resp. indexes: unemployment rate, criminality, average length of incapacity to work, index of ageing and proportion of economic active inhabitants in conjunction with their spatial coordinates. Dataset were combined from two sources. The first data set was obtained from real estate agency server http://www.realitymorava.cz, where the comparison of dwelling prices in all districts of the Czech Republic is periodically published. The second data set was selected through SQL commands from database provided by the Czech Statistical Office. During the modeling process we respected the spatial character of the observed data and for estimation of regression coefficients we used spatial simultaneous autoregressive lag model. Data preprocessing and model building with numeric evaluation was carried out in programming language R 3.0.1 and MS Access. For this purpose we used several specific libraries like ?sp? or ?maptools?. (en)
Title	Modelig price of dwelling based on socioeconomic factors Modelig price of dwelling based on socioeconomic factors (en)
skos:prefLabel	Modelig price of dwelling based on socioeconomic factors Modelig price of dwelling based on socioeconomic factors (en)
skos:notation	RIV/60076658:12510/13:43885470!RIV14-MSM-12510___
http://linked.open...avai/predkladatel	Ekonomická fakulta
http://linked.open...avai/riv/aktivita	I
http://linked.open...avai/riv/aktivity	I
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Friebel, Ludvík Rost, Michael
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	Jihočeská univerzita v Českých Budějovicích / Ekonomická fakulta
http://linked.open...dnocenehoVysledku	88815
http://linked.open...ai/riv/idVysledku	RIV/60076658:12510/13:43885470
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	autoregressive lag model; spatial regression; unemployment; economic activity; dwelling (en)
http://linked.open.../riv/klicoveSlovo	dwelling unemployment economic activity autoregressive lag model spatial regression
http://linked.open...ontrolniKodProRIV	[549DBF306D17]
http://linked.open...v/mistoKonaniAkce	Jihlava
http://linked.open...i/riv/mistoVydani	Jihlava
http://linked.open...i/riv/nazevZdroje	31st International Conference on Mathematical Methods in Economics 2013
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Friebel, Ludvík Rost, Michael
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2013-09-11 (xsd:date)
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Vysoká škola polytechnická Jihlava
https://schema.org/isbn	978-80-87035-76-4
http://localhost/t...ganizacniJednotka	12510

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