Real Estate Analysis in the Information Age Techniques for Big Data and Statistical Modeling

Real Estate Analysis in the Information Age Techniques for Big Data and Statistical Modeling

Real Estate Analysis in the Information Age: Techniques for Big Data and Statistical Modeling focuses on the real estate discipline, guiding researchers and practitioners alike on the use of data-centric methods and analysis from applied and theoretical perspectives.? In it, the authors detail the i...

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Bibliographic Details
Main Authors: Winson-Geideman, Kimberly (Author), Krause, Andy, 1980- (Author), Lipscomb, Clifford A. (Author), Evangelopoulos, Nick (Author)
Format: Book
Language:English
Published: New York, NY Routledge 2018
Edition:Print book : English
Subjects:
Real property > Data processing
Real estate business > Data processing
Real estate business > Statistical methods
Online Access:Click Here to View Status and Holdings.
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Table of Contents:
  • 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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