EPJ Data Science

Table C4 Statistical analysis: Social and natural disaster vulnerabilities

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 27	Model 28	Model 29	Model 30
Predictors	Coef. (SE)	Coef. (SE)	Coef. (SE)	Coef. (SE)
Drought Risk	0.001 (0.001)		0.001 (0.001)
Wildfire Risk	−0.001 (0.001)***		−0.001 (0.001)*
Hail Risk	−0.001 (0.001)^†		0.001 (0.001)
Winter Weather Risk	0.001 (0.001)		0.001 (0.001)***
Strong Wind Risk	0.002 (0.001)***		−0.002 (0.001)***
Tornado Risk	−0.002 (0.001)***		−0.003 (0.001)***
% Below Poverty		0.001 (0.001)		0.015 (0.001)*
% Disability		−0.001 (0.001)		−0.001(0.001)
% Single Parent		0.001 (0.001)		−0.001(0.001)
% Limit. English		0.001 (0.001)		0.001 (0.001)
% 10+ Unit Housing		−0.001 (0.001)***		0.001 (0.001)***
% Mobile Home		0.001 (0.001)		0.001 (0.001)**
% Ppl. > Rooms		−0.002 (0.001)***		−0.001 (0.001)***
% No Vehicles		−0.001 (0.001)		0.001 (0.001)
% Unemployed		0.001 (0.001)		0.001 (0.001)***
CONTROLS	YES	YES	YES	YES
No. of block groups	3441	3441	3441	3441
\(R^{2}\)	0.181	0.174	0.231	0.242

*** p<0.001, ** p<0.01, * p<0.05, ^†p<0.1. Robust Standard Errors are in parentheses.
CONTROLS include Income, Median Age, % 65+, % Bachelor+, % Renters, Year Structure Built, Avg. No. Bedrooms, Median Home Value, Rurality, % Dem. Voters, % African American, % Hispanic, % Asian, % Other Race, % Tree-to-Land Area, Solar Radiation.

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