RECENT REAL ESTATE PRICE DETERMINANTS IN USA, UK, AND FRANCE

Název práce: Recent Real-Estate Price Determinants in USA, UK, and France
Autor(ka) práce: Dragunov, Artur
Typ práce: Diploma thesis
Vedoucí práce: Zouhar, Jan
Oponenti práce: Karel, Tomáš
Jazyk práce: English
Abstrakt:
Real estate is an attractive alternative investment option for diversifying portfolios. However, recent global events such as the Covid-19 pandemic, the war in Ukraine, and the energy crisis have led to rising inflation and interest rates that may cause uncertainty or even a recession in the real estate market. This thesis utilizes weekly data collected from the countries’ real estate platforms to analyze the trends and factors affecting real estate prices in the United States, France, and the United Kingdom from June 26, 2022, to February 26, 2023. We discuss the chosen data collection method’s benefits and drawbacks and review alternative methods with their pros and cons. By using various data visualization and statistical techniques, we aim to understand the behavior of real estate appraisals and determine the features with the highest importance in explaining real estate appraisals during the chosen period. The thesis concludes by examining the research questions and aims of the work, leaving questions for future researchers to consider.
Klíčová slova: real estate; data collection; linear regression; real estate appraisals; prediction analysis
Název práce: RECENT REAL ESTATE PRICE DETERMINANTS IN USA, UK, AND FRANCE
Autor(ka) práce: Dragunov, Artur
Typ práce: Diplomová práce
Vedoucí práce: Zouhar, Jan
Oponenti práce: Karel, Tomáš
Jazyk práce: English
Abstrakt:
Real estate is an attractive alternative investment option for diversifying portfolios. However, recent global events such as the Covid-19 pandemic, the war in Ukraine, and the energy crisis have led to rising inflation and interest rates that may cause uncertainty or even a recession in the real estate market. This thesis utilizes weekly data collected from the countries’ real estate platforms to analyze the trends and factors affecting real estate prices in the United States, France, and the United Kingdom from June 26, 2022, to February 26, 2023. We discuss the chosen data collection method’s benefits and drawbacks and review alternative methods with their pros and cons. By using various data visualization and statistical techniques, we aim to understand the behavior of real estate appraisals and determine the features with the highest importance in explaining real estate appraisals during the chosen period. The thesis concludes by examining the research questions and aims of the work, leaving questions for future researchers to consider.
Klíčová slova: real estate; data collection; linear regression; real estate appraisals; prediction analysis

Informace o studiu

Studijní program / obor: Economic Data Analysis/Data Analysis and Modeling
Typ studijního programu: Magisterský studijní program
Přidělovaná hodnost: Ing.
Instituce přidělující hodnost: Vysoká škola ekonomická v Praze
Fakulta: Fakulta informatiky a statistiky
Katedra: Katedra ekonometrie

Informace o odevzdání a obhajobě

Datum zadání práce: 2. 12. 2022
Datum podání práce: 29. 4. 2023
Datum obhajoby: 5. 6. 2023
Identifikátor v systému InSIS: https://insis.vse.cz/zp/84466/podrobnosti

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