Zhida Guo

Master's thesis

Predictive regression analysis of housing price in Iowa

PREDICTIVE REGRESSION ANALYSIS OF HOUSING PRICE IN IOWA
Abstract:
This thesis presents an analysis of predictive modeling techniques and outlier detection methods in the context of real estate sale price prediction. The study aims to find an optimal regression model by integrating variable selection procedures, influential observation removal, and regression outlier detection, and understand the impacts of different variable selection methods. The investigation, …more
Abstract:
This thesis presents an analysis of predictive modeling techniques and outlier detection methods in the context of real estate sale price prediction. The study aims to find an optimal regression model by integrating variable selection procedures, influential observation removal, and regression outlier detection, and understand the impacts of different variable selection methods. The investigation, …more
 
 
Language used: English
Date on which the thesis was submitted / produced: 4. 12. 2023

Thesis defence

  • Date of defence: 21. 8. 2024
  • Supervisor: Karel Helman
  • Reader: Adam Čabla

Citation record

Full text of thesis

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https://vskp.vse.cz/eid/90915