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A multilevel regression approach to understand effects of environment indicators and household features on residential energy consumption

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  1. Zhao, Jincai & Ji, Guangxing & Yue, YanLin & Lai, Zhizhu & Chen, Yulong & Yang, Dongyang & Yang, Xu & Wang, Zheng, 2019. "Spatio-temporal dynamics of urban residential CO2 emissions and their driving forces in China using the integrated two nighttime light datasets," Applied Energy, Elsevier, vol. 235(C), pages 612-624.
  2. Rosenfelder, Markus & Wussow, Moritz & Gust, Gunther & Cremades, Roger & Neumann, Dirk, 2021. "Predicting residential electricity consumption using aerial and street view images," Applied Energy, Elsevier, vol. 301(C).
  3. Satre-Meloy, Aven, 2019. "Investigating structural and occupant drivers of annual residential electricity consumption using regularization in regression models," Energy, Elsevier, vol. 174(C), pages 148-168.
  4. Maaouane, Mohamed & Zouggar, Smail & Krajačić, Goran & Zahboune, Hassan, 2021. "Modelling industry energy demand using multiple linear regression analysis based on consumed quantity of goods," Energy, Elsevier, vol. 225(C).
  5. Long, Ruyin & Wang, Jiaqi & Chen, Hong & Li, Qianwen & Wu, Meifen & Tan-Soo, Jie-Sheng, 2023. "Applying multilevel structural equation modeling to energy-saving behavior: The interaction of individual- and city-level factors," Energy Policy, Elsevier, vol. 174(C).
  6. Selima Sultana & Nastaran Pourebrahim & Hyojin Kim, 2018. "Household Energy Expenditures in North Carolina: A Geographically Weighted Regression Approach," Sustainability, MDPI, vol. 10(5), pages 1-22, May.
  7. Mardones, Cristian, 2021. "Ex-post evaluation and cost-benefit analysis of a heater replacement program implemented in southern Chile," Energy, Elsevier, vol. 227(C).
  8. Park, Jongmun & Yun, Sun-Jin, 2022. "Social determinants of residential electricity consumption in Korea: Findings from a spatial panel model," Energy, Elsevier, vol. 239(PE).
  9. Chalal, Moulay Larbi & Benachir, Medjdoub & White, Michael & Shahtahmassebi, Golnaz & Cumberbatch, Miranda & Shrahily, Raid, 2017. "The impact of the UK household life-cycle transitions on the electricity and gas usage patterns," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 505-518.
  10. Linwei Pan & Minglei Zhu & Ningning Lang & Tengfei Huo, 2020. "What Is the Amount of China’s Building Floor Space from 1996 to 2014?," IJERPH, MDPI, vol. 17(16), pages 1-17, August.
  11. Qingwan Xue & Xijun Ouyang & Yi Zhao & Weiwei Guo, 2022. "Effect of Situation Kinematics on Drivers’ Rear-End Collision Avoidance Behaviour—A Combined Effect of Visual Looming, Speed, and Distance Analysis," Sustainability, MDPI, vol. 14(22), pages 1-12, November.
  12. Emeakaroha, Anthony & Ang, Chee Siang & Yan, Yong & Hopthrow, Tim, 2014. "Integrating persuasive technology with energy delegates for energy conservation and carbon emission reduction in a university campus," Energy, Elsevier, vol. 76(C), pages 357-374.
  13. Sina Narimani Abar & Martin Schulwitz & Martin Faulstich, 2023. "The Impact of Urban Form and Density on Residential Energy Use: A Systematic Review," Sustainability, MDPI, vol. 15(22), pages 1-22, November.
  14. Chen, Guangwu & Zhu, Yuhan & Wiedmann, Thomas & Yao, Lina & Xu, Lixiao & Wang, Yafei, 2019. "Urban-rural disparities of household energy requirements and influence factors in China: Classification tree models," Applied Energy, Elsevier, vol. 250(C), pages 1321-1335.
  15. Zhang, Wenwen & Robinson, Caleb & Guhathakurta, Subhrajit & Garikapati, Venu M. & Dilkina, Bistra & Brown, Marilyn A. & Pendyala, Ram M., 2018. "Estimating residential energy consumption in metropolitan areas: A microsimulation approach," Energy, Elsevier, vol. 155(C), pages 162-173.
  16. Salari, Mahmoud & Javid, Roxana J., 2017. "Modeling household energy expenditure in the United States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 822-832.
  17. Belaïd, Fateh & Roubaud, David & Galariotis, Emilios, 2019. "Features of residential energy consumption: Evidence from France using an innovative multilevel modelling approach," Energy Policy, Elsevier, vol. 125(C), pages 277-285.
  18. Haitao Lian & Junhan Zhang & Gaomei Li & Rui Ren, 2023. "The Relationship between Residential Block Forms and Building Carbon Emissions to Achieve Carbon Neutrality Goals: A Case Study of Wuhan, China," Sustainability, MDPI, vol. 15(22), pages 1-22, November.
  19. María del P. Pablo-Romero ,, & Rafael Pozo-Barajas & Javier Sánchez-Rivas, 2017. "Relationships between Tourism and Hospitality Sector Electricity Consumption in Spanish Provinces (1999–2013)," Sustainability, MDPI, vol. 9(4), pages 1-12, March.
  20. Arcos-Vargas, A. & Nuñez, F. & Román-Collado, R., 2020. "Short-term effects of PV integration on global welfare and CO2 emissions. An application to the Iberian electricity market," Energy, Elsevier, vol. 200(C).
  21. Reyna, Janet L. & Chester, Mikhail V. & Rey, Sergio J., 2016. "Defining geographical boundaries with social and technical variables to improve urban energy assessments," Energy, Elsevier, vol. 112(C), pages 742-754.
  22. Weibin Lin & Bin Chen & Shichao Luo & Li Liang, 2014. "Factor Analysis of Residential Energy Consumption at the Provincial Level in China," Sustainability, MDPI, vol. 6(11), pages 1-15, November.
  23. Paulo Reis Mourao, 2018. "Smoking Gentlemen—How Formula One Has Controlled CO 2 Emissions," Sustainability, MDPI, vol. 10(6), pages 1-23, June.
  24. Zhong Xu & Xiaoqi Wang & Siqi Tang & Yuhao Chen & Yan Yang, 2024. "Construction and Case Analysis of a Comprehensive Evaluation System for Rural Building Energy Consumption from an Energy–Building–Behavior Composite Perspective," Sustainability, MDPI, vol. 16(16), pages 1-26, August.
  25. Maria Cecilia P Moura & Steven J Smith & David B Belzer, 2015. "120 Years of U.S. Residential Housing Stock and Floor Space," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-18, August.
  26. Fumo, Nelson & Rafe Biswas, M.A., 2015. "Regression analysis for prediction of residential energy consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 332-343.
  27. Tharinya Supasa & Shu-San Hsiau & Shih-Mo Lin & Wongkot Wongsapai & Jiunn-Chi Wu, 2017. "Household Energy Consumption Behaviour for Different Demographic Regions in Thailand from 2000 to 2010," Sustainability, MDPI, vol. 9(12), pages 1-22, December.
  28. Guo, Shaopeng & Zhao, Jun & Wang, Weilong & Yan, Jinyue & Jin, Guang & Zhang, Zhiyu & Gu, Jie & Niu, Yonghong, 2016. "Numerical study of the improvement of an indirect contact mobilized thermal energy storage container," Applied Energy, Elsevier, vol. 161(C), pages 476-486.
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