State National UMD GSP GNP INFORUM STEMS model LIFT model TOP - - PowerPoint PPT Presentation

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State National UMD GSP GNP INFORUM STEMS model LIFT model TOP - - PowerPoint PPT Presentation

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Metro National

GNP LIFT model

State

GSP STEMS model

County Regional JOBS & HH

(SMZ)

Metro County UMD INFORUM Hammer NCSG Trends from BEA & BLS Land Uses

30m grid

LEAM Land Cover and input data TOP DOWN BOTTOM UP MDP Growth Model Economy Environment MDP NCSG

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Ln(btut)(

Heating Degree Days 0.00009801 (0.0000023610)*** Cooling Degree Days 0.00004953 (0.0000053150)*** Single Family Attached (dummy)

  • 0.13240

(0.012580)*** Multifamily (2-4 units) (dummy)

  • 0.23580

(0.01360)*** Multifamily (5+) (dummy)

  • 0.634420

(0.010760)*** City (dummy) 0.15620 (0.010070)*** Town (dummy) 0.10 (0.01140)*** Suburb (dummy) 0.19950 (0.011360)*** totsqft 0.00015610 (0.0000029720)*** afue

  • 1.4230

(0.10070)*** housing stock age 0.0056050 (0.00018960)*** Constant 11.420 (0.077870)*** Observations 4.16e+08 R-squared 0.41 Robust t-statistics in parentheses e!significant at 5% level; ** significant at 1% level

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0/,8&3&.&'2(

Household Energy Consumption Model

Housing Size Housing Type Densities (Urban versus Rural) County Level Indicators

Climate (NCSD) (UCS) Number of Households (County Level) Housing Mix (County Level) Average Household Total Energy Consumption (by County)

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