Modeliranje cen nepremičnin - primer stanovanjskih hiš

na študijskem programu 2. stopnje Matematika

Aljaž Herman (Author), Timotej Jagrič (Mentor), Marko Jakovac (Co-mentor)

Abstract

V magistrskem delu je obravnavan model napovedi oz. ocene cene nepremičnin za primer stanovanjskih hiš, ki temelji na principu multiple regresije. Analiza, ocena parametrov in testiranje ustreznosti modela je izvedeno na osnovi realnih podatkov, pridobljenih iz Evidence trga nepremičnin. Vzorec zajema podatke za obdobje od 2007 do 2022. V prvem delu magistrskega dela so predstavljena teoretična izhodišča funkcij in metod, ki so uporabljene pri izgradnji modela. Sledi poglavje o postopkih vrednotenja, kjer so opisane spremenljivke, funkcijske oblike modelov in mere primernosti ter ustreznosti. Zadnji sklop zajema opis postopka izgradnje modela in samo analizo rezultatov.

Keywords

magistrska dela;nepremičninski trg;stanovanjske hiše;modeliranje;regresija;cenilka najmanjših kvadratov;

Data

Language:	Slovenian
Year of publishing:	2023
Typology:	2.09 - Master's Thesis
Organization:	UM FNM - Faculty of Natural Sciences and Mathematics
Publisher:	[A. Herman]
UDC:	519.866(043.2)
COBISS:	163591171
Views:	8
Downloads:	1
Average score:	0 (0 votes)
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Other data

Secondary language:	English
Secondary title:	Modelling property prices - the case of residental houses
Secondary abstract:	The thesis will deal with a multiple regression-based real estate price prediction/estimation model for the case of residential houses. The analysis, parameter estimation and model fit testing will be performed on the basis of real data obtained from the Real Estate Market Register. The sample covers data from 2007 to 2022. The first part of the thesis presents the theoretical background of the functions and methods used in the construction of the model. This is followed by a chapter on the valuation procedures, which describes the variables, the functional forms of the models and the measures of goodness of fit and adequacy. The last section describes the model building process and the analysis of the results.
Secondary keywords:	master theses;real estate market;residential houses;modelling;regression;least squares estimator;Modeliranje podatkov (računalništvo);Univerzitetna in visokošolska dela;
Type (COBISS):	Master's thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za naravoslovje in matematiko, Oddelek za matematiko in računalništvo
Pages:	58 f.
ID:	19815575