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Table C2 Statistical analysis: Demographics and built environments

From: Spatial distribution of solar PV deployment: an application of the region-based convolutional neural network

 

PV Count per Household

PV-to-Roof Ratio

 

Model 19

Model 20

Model 21

Model 22

Predictors

Coef. (SE)

Coef. (SE)

Coef. (SE)

Coef. (SE)

Median HH Income

0.001 (0.001)

0.001 (0.001)

−0.001 (0.001)***

−0.001 (0.001)

Median HH Income2

−0.001 (0.001)

 

0.001 (0.001)***

 

Median Age

−0.001 (0.001)

−0.001 (0.001)

−0.001 (0.001)***

−0.001 (0.001)***

% 65+

0.010 (0.018)

0.009 (0.018)

0.004 (0.004)

0.005 (0.004)

% Bachelor+

−0.014 (0.018)

−0.015 (0.018)

0.004 (0.004)

0.001 (0.004)

% Renters

−0.049 (0.012)***

0.049 (0.012)***

0.004 (0.003)

0.006 (0.003)*

Year Structure Built

0.100 (0.017)***

0.105 (0.017)***

0.011 (0.004)***

0.011 (0.004)***

Year Structure Built2

−0.001 (0.001)***

−0.001 (0.001)***

−0.001 (0.001)***

−0.001 (0.001)***

Avg. No. Bedrooms

0.011 (0.005)*

0.011 (0.005)*

−0.009 (0.001)***

−0.009 (0.001)***

Median Home Value

0.001 (0.001)***

0.001 (0.001)***

0.001 (0.001)**

0.001 (0.001)**

Rurality

−0.001 (0.001)

−0.001 (0.001)

−0.001 (0.001)***

−0.001 (0.001)***

% Dem. Voters

0.107 (0.014)***

0.115 (0.014)***

0.002 (0.003)

0.001 (0.003)

% African American

−0.101 (0.022)***

0.420 (0.561)

0.014 (0.005)**

0.083 (0.115)

% Hispanic

−0.026 (0.011)*

0.409 (0.179)*

−0.002 (0.002)

0.073 (0.037)*

% Asian

0.220 (0.037)***

–3.245 (0.818)***

0.021 (0.008)**

0.036 (0.168)

% Other Race

0.008 (0.037)

−0.575 (0.657)

0.010 (0.008)

0.001 (0.135)

Income x Afri. Ameri.

 

−0.048 (0.051)

 

−0.006 (0.010)

Income x Hispanic

 

−0.041 (0.017)*

 

−0.007 (0.003)*

Income x Asian

 

0.310 (0.073)***

 

−0.001 (0.015)

Income x Other Race

 

0.053 (0.061)

 

0.001 (0.013)

No. of block groups

3441

3441

3441

3441

\(R^{2}\)

0.143

0.149

0.202

0.198

  1. *** p<0.001, ** p<0.01, * p<0.05, p<0.1. Robust Standard Errors are in parentheses.