Spline Smoothing for Estimating Hedonic Housing Price Models

被引：16

作者：

Del Giudice, Vincenzo ^{[1
]}

Manganelli, Benedetto ^{[2
]}

De Paola, Pierfrancesco ^{[1
]}

机构：

[1] Univ Naples Federico II, I-80125 Naples, Italy

[2] Univ Basilicata, I-85100 Potenza, Italy

来源：

COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2015, PT III | 2015年 / 9157卷

关键词：

Penalized spline; Semiparametric regression; Additive models; Property investment; Real estate valuation;

D O I：

10.1007/978-3-319-21470-2_15

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

The exact prediction of housing selling prices is a relevant issue for real estate market, also to evaluate alternative forms of financial investment. In this paper a hedonic price function built through a semiparametric additive model is implemented. This model use penalized spline functions and aims to achieve a significant improvement in the prediction of the market price of the properties.

引用

页码：210 / 219

页数：10

共 50 条

[31] Estimating curves and derivatives with parametric penalized spline smoothing
Jiguo Cao
Jing Cai
Liangliang Wang
Statistics and Computing, 2012, 22 : 1059 - 1067
[32] Estimating curves and derivatives with parametric penalized spline smoothing
Cao, Jiguo
Cai, Jing
Wang, Liangliang
STATISTICS AND COMPUTING, 2012, 22 (05) : 1059 - 1067
[33] Estimating Term Structure of China with Smoothing Spline Technique
Wang, Xuan
An, Shi
SEVENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS I-III, 2008, : 1636 - 1640
[34] ESTIMATION OF HEDONIC HOUSING PRICE MODELS USING NONSAMPLE INFORMATION - A MONTE-CARLO STUDY
KNIGHT, JR
HILL, RC
SIRMANS, CF
JOURNAL OF URBAN ECONOMICS, 1993, 34 (03) : 319 - 346
[35] Hedonic price models for dynamic markets
Kristofersson, Dadi
Rickertsen, Kyrre
OXFORD BULLETIN OF ECONOMICS AND STATISTICS, 2007, 69 (03) : 387 - 412
[36] ON THE ESTIMATION OF STRUCTURAL HEDONIC PRICE MODELS
BROWN, JN
ROSEN, HS
ECONOMETRICA, 1982, 50 (03) : 765 - 768
[37] How is Location Measured in Housing Valuation? A Systematic Review of Accessibility Specifications in Hedonic Price Models
Heyman, Axel Viktor
Law, Stephen
Pont, Meta Berghauser
URBAN SCIENCE, 2019, 3 (01)
[38] The impact of hazardous industrial facilities on housing prices: A comparison of parametric and semiparametric hedonic price models
Grislain-Letremy, Celine
Katossky, Arthur
REGIONAL SCIENCE AND URBAN ECONOMICS, 2014, 49 : 93 - 107
[39] Neighborhood characteristic and housing price: An empirical analysis based on Hedonic Price Model
Yan, Dong
Zhang, Wei Wen
Proceedings of CRIOCM 2006 International Research Symposium on Advancement of Construction Management and Real Estate, Vols 1 and 2, 2006, : 226 - 233
[40] Estimating the hedonic price for Fair Trade coffee in Sweden
Schollenberg, Linda
BRITISH FOOD JOURNAL, 2012, 114 (2-3): : 428 - 446

← 1 2 3 4 5 →