Novel approach of Principal Component Analysis method to assess the national energy performance via Energy Trilemma Index

Energy Reports - Tập 5 - Trang 704-713 - 2019
Ahmed Abdulwali Mohammed Haidar Al Asbahi1, Feng Zhi Gang1, Nadeem Iqbal2, Qaiser Abbas3, Muhammad Mohsin4,5, Robina Iram1
1College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China
2College of economics and management, Yanshan University China, China
3Faculty of Economics, Ghazi University, D.G. Khan, Pakistan
4School of Business Administration, Shaheed Benazir Bhutto University, Shaheed Benazirabad, 67450, Pakistan
5School of Finance and Economics, Jiangsu University, Zhenjiang 212013, China

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Anastacio, 2017, Int. J. Energy Econ. Policy, 7

Anon., 2016, Economics I for E, Analysis F. Scholars: ‘China has entered the era of post-coal growth’, Inst. Energy. Econ. Financ. Anal.

Bei, 2013, Brand power index – using principal component analysis, Appl. Econ., 45, 2954, 10.1080/00036846.2012.690853

Belaïd, 2017, Untangling the complexity of the direct and indirect determinants of the residential energy consumption in France: Quantitative analysis using a structural equation modeling approach, Energy Policy, 110, 246, 10.1016/j.enpol.2017.08.027

Bhowmik, 2018, Social acceptance of green energy determinants using principal component analysis, Energy, 10.1016/j.energy.2018.07.093

Cameron, 2016, Policy trade-offs between climate mitigation and clean cook-stove access in south Asia, Nat. Energy, 1

Chamberlain, 1983, Factor structure and mean-variance analysis on large asset markets, Econometrica, 51, 1281, 10.2307/1912275

Cook, 2017, Measuring countries’ environmental sustainability performance—the development of a nation-specific indicator set, Ecol. Indic., 74, 463, 10.1016/j.ecolind.2016.12.009

Costa-Campi, 2017, Trade-offs in energy and environmental policy, Energy Policy, 104, 415, 10.1016/j.enpol.2017.01.053

Dale, 2013, Indicators for assessing socioeconomic sustainability of bioenergy systems: A short list of practical measures, Ecol. Indic., 26, 87, 10.1016/j.ecolind.2012.10.014

Dočekalová, 2016, A composite indicator for measuring corporate sustainability, Ecol. Indic., 61, 612, 10.1016/j.ecolind.2015.10.012

Economics, 2014, Role of energy efficiency on sustainable development, Environ. Econ., 5, 86

Economics, 2016, Ecotourism: a means to safeguard biodiversity and ecosystem functions ? Ecol econ ecotourism: a means to safeguard biodiversity and ecosystem, Ecol. Econ., 29, 303

Esmaeili, 2011, Assessing the effect of oil price on world food prices: Application of principal component analysis, Energy Policy, 39, 1022, 10.1016/j.enpol.2010.11.004

Fan, 2013, Large covariance estimation by thresholding principal orthogonal complements, J. R. Stat. Soc. Ser. B Stat. Methodol., 75, 603, 10.1111/rssb.12016

Gillingham, 2009, Energy efficiency economics and policy, Annu. Rev. Resour. Econ., 1, 597, 10.1146/annurev.resource.102308.124234

Hadian, 2015, A system of systems approach to energy sustainability assessment: Are all renewables really green?, Ecol. Indic., 52, 194, 10.1016/j.ecolind.2014.11.029

Hatefi, 2018, A slack analysis framework for improving composite indicators with applications to human development and sustainable energy indices, Econom. Rev., 37, 247, 10.1080/07474938.2016.1140286

Heffron, 2017, The concept of energy justice across the disciplines, Energy Policy, 105, 658, 10.1016/j.enpol.2017.03.018

Holden, 2013, Sustainability indicator systems within urban governance: Usability analysis of sustainability indicator systems as boundary objects, Ecol. Indic., 32, 89, 10.1016/j.ecolind.2013.03.007

Hunter, 2016, Two roles for ecological surrogacy: Indicator surrogates and management surrogates, Ecol. Indic., 63, 121, 10.1016/j.ecolind.2015.11.049

Lee, 2018, Influence of the vertical wind and wind direction on the power output of a small vertical-axis wind turbine installed on the rooftop of a building, Appl. Energy, 209, 383, 10.1016/j.apenergy.2017.08.185

Lever, 2016, Points of significance: Model selection and overfitting, Nature Methods, 13, 703, 10.1038/nmeth.3968

Li, 2018, A combined thermal power plant investment decision-making model based on intelligent fuzzy grey model and ito stochastic process and its application, Energy, 159

Li, 2016, Evaluating energy security of resource-poor economies: A modified principle component analysis approach, Energy Econ., 58, 211, 10.1016/j.eneco.2016.07.001

Li, 2016, Evaluating energy security of resource-poor economies: A modified principle component analysis approach, Energy Econ., 58

Manjunath, 2017, Towards a meaningful metric for the quantification of GHG emissions of electric vehicles (EVs), Energy Policy, 102, 423, 10.1016/j.enpol.2016.12.003

Matteson, 2017, Independent component analysis via distance covariance, J. Am. Stat. Assoc., 112, 623, 10.1080/01621459.2016.1150851

Merton, 1973, An intertemporal capital asset pricing model an intertemporal capital asset pricing model’, Source Econom. Econom., 41, 867

Mohsin, 2018, Economic viability and production capacity of wind generated renewable hydrogen, Int. J. Hydrog. Energy, 10.1016/j.ijhydene.2017.12.113

Mohsin, 2018, Assessing oil supply security of south Asia, Energy, 155, 438, 10.1016/j.energy.2018.04.116

Mousavi, 2017, Driving forces of Iran’s CO2 emissions from energy consumption: An LMDI decomposition approach, Appl. Energy, 206, 804, 10.1016/j.apenergy.2017.08.199

Ngo, 2018, A theory-based living standards index for measuring poverty in developing countries, J. Dev. Econ., 130, 190, 10.1016/j.jdeveco.2017.10.011

Obadi, 2017, EU energy security-multidimensional analysis of 2005–2014 development, Int. J. Energy. Econ. Policy, 7, 113

Pepper, 2011

Pollesch, 2016, Normalization in sustainability assessment: Methods and implications, Ecol. Econ., 130, 195, 10.1016/j.ecolecon.2016.06.018

Radovanović, 2018, Geo-economic approach to energy security measurement – principal component analysis, Renew. Sustain. Energy Rev., 82, 1691, 10.1016/j.rser.2017.06.072

Rametsteiner, 2011, Sustainability indicator development-science or political negotiation?, Ecol. Indic., 11, 61, 10.1016/j.ecolind.2009.06.009

Rempel, 2016, An indicator system to assess ecological integrity of managed forests, Ecol. Indic., 60, 860, 10.1016/j.ecolind.2015.08.033

Shi, 2014, Modeling covariate effects in group independent component analysis with applications to functional magnetic resonance imaging, Ann. Appl. Stat., 1

Song, 2017, Measuring national energy performance via Energy Trilemma Index: A stochastic multicriteria acceptability analysis, Energy Econ., 66, 313, 10.1016/j.eneco.2017.07.004

Su, 2016, Identifying main factors of capacity fading in lithium ion cells using orthogonal design of experiments, Appl. Energy, 163, 201, 10.1016/j.apenergy.2015.11.014

Taskinen, 2012, Robustifying principal component analysis with spatial sign vectors, Statist. Probab. Lett., 82, 765, 10.1016/j.spl.2012.01.001

Topcu, 2017, The financial development–energy consumption nexus revisited, Energy Sources B, 12, 822, 10.1080/15567249.2017.1300959

Tyner, 2018, Energy economics, Appl. Econ. Perspect. Policy, 40

U.S. Energy Information Administration, 2016

WEC, 2015, 1

Yi, 2018, Life cycle energy-economic-CO2 emissions evaluation of biomass/coal, with and without CO2 capture and storage, in a pulverized fuel combustion power plant in the United Kingdom, Appl. Energy, 225, 258, 10.1016/j.apenergy.2018.05.013

Yoon, 2018, An application of partial least squares to the construction of the social institutions and gender index (SIGI) and the corruption perception index (CPI), Soc. Indic. Res., 138, 61, 10.1007/s11205-017-1655-8

Zhang, 2013, Decomposition analysis of CO2 emissions from electricity generation in China, Energy Policy, 52, 159, 10.1016/j.enpol.2012.10.013

Zhang, 2015, Comprehensive measurement of energy market integration in East Asia: An application of dynamic principal component analysis, Energy Econ., 52, 299, 10.1016/j.eneco.2015.11.006

Zhou, 2017, Constructing meaningful environmental indices: A nonparametric frontier approach, J. Environ. Econ. Manag., 85, 21, 10.1016/j.jeem.2017.04.003