Real estate analysis in the information age : techniques for big data and statistical modeling

Kimberly Winson-Geideman, Andy Krause, Clifford A. Lipscomb, and Nicholas Evangelopoulos

Introduction -- Traditional real estate data -- Big data -- Software tools for real estate analysis -- The analytical workflow -- Gathering real estate data -- Data management -- Data preparation -- Exploratory data analysis -- Data cleaning: techniques to deal with outliers, errors, and missing data -- Modeling real estate prices -- Analysis of unstructured text -- Real estate analysis case study -- The legalities of big data -- The future of big data

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Year of publication:	2018
Authors:	Winson-Geideman, Kimberly ; Krause, Andy ; Lipscomb, Clifford A. ; Evangelopoulos, Nicholas
Publisher:	London : Routledge, Taylor & Francis Group
Subject:	Immobilienwirtschaft \| Real estate industry \| Immobilienökonomie \| Real estate economics \| Big Data \| Big data \| Statistische Methode \| Statistical method
Description of contents:	Table of Contents [gbv.de]

Extent:	xvi, 163 Seiten Illustrationen
Type of publication:	Book / Working Paper
Language:	English
Notes:	Includes bibliographical references and index
ISBN:	978-1-138-23290-7 ; 978-1-138-23289-1 ; 978-1-315-31113-5
Source:	ECONIS - Online Catalogue of the ZBW

Persistent link: https://www.econbiz.de/10011729308