Real Estate Analysis in the Information Age
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Real Estate Analysis in the Information Age
Techniques for Big Data and Statistical Modeling
Evangelopoulos, Nick; Krause, Andy; Lipscomb, Clifford A.; Winson-Geideman, Kimberly
Taylor & Francis Ltd
11/2017
164
Dura
Inglês
9781138232891
15 a 20 dias
Descrição não disponível.
Introduction Section 1 Concepts Chapter 1 Traditional Real Estate Data - the what, where, when and how Chapter 2 Big Data Section 2 Data management and related issues Chapter 3 Managing real estate data Chapter 4 Cleaning real estate data Chapter 5 Building a transparent and repeatable workflow Chapter 6 The process of gathering 'Big' real estate data Section 3 Modeling and Analysis Chapter 7 Software tools for real estate analysis Chapter 8 Mapping and exploratory data analysis Chapter 9 Analyzing spatio-temporal changes in properties Chapter 10 Statistical techniques to identify data error and outliers Chapter 11 Pricing models Chapter 12 Analysis of unstructured text Section 4 Concluding remarks Chapter 13 The legalities of Big Data Chapter 14 The future of Big Data APPENDICES Two case studies Case Study 1: residential property valuation Case Study 2: analysis of social media content
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Introduction Section 1 Concepts Chapter 1 Traditional Real Estate Data - the what, where, when and how Chapter 2 Big Data Section 2 Data management and related issues Chapter 3 Managing real estate data Chapter 4 Cleaning real estate data Chapter 5 Building a transparent and repeatable workflow Chapter 6 The process of gathering 'Big' real estate data Section 3 Modeling and Analysis Chapter 7 Software tools for real estate analysis Chapter 8 Mapping and exploratory data analysis Chapter 9 Analyzing spatio-temporal changes in properties Chapter 10 Statistical techniques to identify data error and outliers Chapter 11 Pricing models Chapter 12 Analysis of unstructured text Section 4 Concluding remarks Chapter 13 The legalities of Big Data Chapter 14 The future of Big Data APPENDICES Two case studies Case Study 1: residential property valuation Case Study 2: analysis of social media content
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
