ISSN 2394-5125
 

Research Article 


Apartment Price Analysis Using Linear Regression (Case study: District 6 of Tehran)

Mahmoud Sarabi, Amir Hajiabedi, Fatemeh Sarabi.

Abstract
Housing is one of the main needs of human beings in fulfilling comfort and tranquility. In recent years, due to drastic changes in housing prices, especially in Tehran, the estimation of apartment prices has become one of the most attractive topics among citizens. The purpose of this study was to investigate how to determine the price of housing based on the parameters of building age, infrastructure, the multiplication of elevators per floor and day of the year. The results show that the factor of day of the year, infrastructure and the multiplication of elevators and floors have a direct effect on the price of the apartment and the age of the building has the opposite effect on the price of housing. In this study, based on simple linear regression, the effect of each parameter was investigated separately and finally, multivariate regression including day of the year and building age were examined as the two main parameters.

Key words: Housing price changes, effective housing price parameters


 
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Pubmed Style

Mahmoud Sarabi, Amir Hajiabedi, Fatemeh Sarabi. Apartment Price Analysis Using Linear Regression (Case study: District 6 of Tehran). JCR. 2021; 8(2): 457-493. doi:10.31838/jcr.08.02.51


Web Style

Mahmoud Sarabi, Amir Hajiabedi, Fatemeh Sarabi. Apartment Price Analysis Using Linear Regression (Case study: District 6 of Tehran). http://www.jcreview.com/?mno=73238 [Access: May 31, 2021]. doi:10.31838/jcr.08.02.51


AMA (American Medical Association) Style

Mahmoud Sarabi, Amir Hajiabedi, Fatemeh Sarabi. Apartment Price Analysis Using Linear Regression (Case study: District 6 of Tehran). JCR. 2021; 8(2): 457-493. doi:10.31838/jcr.08.02.51



Vancouver/ICMJE Style

Mahmoud Sarabi, Amir Hajiabedi, Fatemeh Sarabi. Apartment Price Analysis Using Linear Regression (Case study: District 6 of Tehran). JCR. (2021), [cited May 31, 2021]; 8(2): 457-493. doi:10.31838/jcr.08.02.51



Harvard Style

Mahmoud Sarabi, Amir Hajiabedi, Fatemeh Sarabi (2021) Apartment Price Analysis Using Linear Regression (Case study: District 6 of Tehran). JCR, 8 (2), 457-493. doi:10.31838/jcr.08.02.51



Turabian Style

Mahmoud Sarabi, Amir Hajiabedi, Fatemeh Sarabi. 2021. Apartment Price Analysis Using Linear Regression (Case study: District 6 of Tehran). Journal of Critical Reviews, 8 (2), 457-493. doi:10.31838/jcr.08.02.51



Chicago Style

Mahmoud Sarabi, Amir Hajiabedi, Fatemeh Sarabi. "Apartment Price Analysis Using Linear Regression (Case study: District 6 of Tehran)." Journal of Critical Reviews 8 (2021), 457-493. doi:10.31838/jcr.08.02.51



MLA (The Modern Language Association) Style

Mahmoud Sarabi, Amir Hajiabedi, Fatemeh Sarabi. "Apartment Price Analysis Using Linear Regression (Case study: District 6 of Tehran)." Journal of Critical Reviews 8.2 (2021), 457-493. Print. doi:10.31838/jcr.08.02.51



APA (American Psychological Association) Style

Mahmoud Sarabi, Amir Hajiabedi, Fatemeh Sarabi (2021) Apartment Price Analysis Using Linear Regression (Case study: District 6 of Tehran). Journal of Critical Reviews, 8 (2), 457-493. doi:10.31838/jcr.08.02.51