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Table 6 Result of multi-collinearity and heteroscedasticity tests

From: Impact of rail transit station proximity to commercial property prices: utilizing big data in urban real estate

Model

Unstandardized coefficients

Standardized coefficients

t

Sig

Collinearity statistics

R-squared

B

Std. error

Beta

Tolerance

VIF

1

(Constant)

14.185

0.119

 

119.283

0.000

  

0.904

Ln BSize

0.531

0.018

0.951

29.823

0.000

1.000

1.000

2

(Constant)

14.295

0.120

 

119.017

0.000

  

0.912

Ln BSize

0.524

0.017

0.940

30.408

0.000

0.984

1.017

Hospital

− 0.085

0.029

− 0.092

− 2.965

0.004

0.984

1.017

3

(Constant)

14.324

0.118

 

121.557

0.000

  

0.916

Ln BSize

0.520

0.017

0.932

30.737

0.000

0.973

1.028

Hospital

− 0.069

0.029

− 0.074

− 2.394

0.019

0.929

1.077

RasunaSaid

− 0.074

0.031

− 0.074

− 2.370

0.020

0.928

1.078

4

(Constant)

14.288

0.117

 

122.273

0.000

  

0.919

Ln BSize

0.524

0.017

0.939

31.364

0.000

0.962

1.040

Hospital

− 0.068

0.028

− 0.073

− 2.403

0.018

0.929

1.077

RasunaSaid

− 0.077

0.031

− 0.077

− 2.510

0.014

0.926

1.080

Ln NRooms

0.032

0.015

0.062

2.111

0.038

0.986

1.014