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Blinder","year":"1980"},{"issue":"1","key":"ref2","first-page":"1","article-title":"Income Inequality in the United States","volume":"118","author":"T. Piketty","year":"2003"},{"key":"ref3","author":"W.D. Nordhaus","year":"1972"},{"key":"ref4","unstructured":"United States Environmental Protection Agency (USEPA). 1999. <italic>The Benefits and Costs of the Clean Air Act, 1990\u20132010. Prepared for U.S.<\/italic> Congress by U.S. EPA, Office of Air and Radiation\/Office of Policy Analysis and Review, Washington, DC, November; EPA report no. EPA-410-R-99-001. Available at &lt;<ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/www.epa.gov\/air\/sect812\/1990-2010\/fullrept.pdf\" xlink:type=\"simple\">http:\/\/www.epa.gov\/air\/sect812\/1990-2010\/fullrept.pdf<\/ext-link>&gt;."},{"key":"ref5","unstructured":"USEPA. 2011. <italic>The Benefits and Costs of the Clean Air Act 1990 to 2020: EPA Report to Congress<\/italic>. Office of Air and Radiation, Office of Policy, Washington, DC. March. Available at &lt;<ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/www.epa.gov\/oar\/sect812\/feb11\/fullreport.pdf\" xlink:type=\"simple\">http:\/\/www.epa.gov\/oar\/sect812\/feb11\/fullreport.pdf<\/ext-link>&gt;."},{"issue":"5","key":"ref6","first-page":"1649","article-title":"Environmental Accounting: Methods with an Application to the U.S. Economy","volume":"101","author":"N.Z Muller","year":"2011"},{"issue":"6199","key":"ref7","first-page":"873","article-title":"&quot;Boosting GDP growth by accounting for the environment: Including air pollution and greenhouse gas damages increases estimated U.S. growth.&quot;","volume":"345","author":"N.Z. Muller","year":"2014"},{"issue":"1","key":"ref8","first-page":"30","article-title":"\u201cAn Economic Analysis of Air Pollution from Coal-Fired Power Plants.\u201d","volume":"7","author":"R.O. Mendelsohn","year":"1980"},{"key":"ref9","first-page":"1","article-title":"Measuring the Damages Due to Air Pollution in the United States","volume":"54","author":"N.Z. Muller","year":"2007"},{"key":"ref10","first-page":"169","article-title":"\u201cThe influence of location, source and emission type in estimates of the human health benefits of reducing a ton of air pollution.\u201d","volume":"2","author":"N. Fann","year":"2009"},{"key":"ref11","article-title":"\u201cUncertainty and Variability in Health-Related Damages from Coal-fired Power Plants in the United States.\u201d","author":"J.I. Levy","year":"2009"},{"key":"ref12","article-title":"Hidden Costs of Energy: unpriced consequences of energy production and use","year":"2010"},{"issue":"3","key":"ref13","first-page":"262","article-title":"\u201cEnvironmental Repercussions and the Economic Structure: An Input-Output Approach\u201d","volume":"52","author":"W. Leontief","year":"1970"},{"key":"ref14","article-title":"Nature\u2019s Numbers: expanding the U.S. national economic accounts to include the environment","author":"W.D. Nordhaus","year":"1999"},{"key":"ref15","first-page":"1850","article-title":"\u201cThe cost of natural capital consumption: Accounting for a sustainable world economy.\u201d","volume":"68","author":"P. Bartelmus","year":"2008"},{"key":"ref16","article-title":"<italic>A New Architecture for the U<\/italic>.<italic>S<\/italic>. <italic>National Accounts<\/italic>. NBER Studies in Income and Wealth 66","author":"W. D. Nordhaus","year":"2006"},{"key":"ref17","article-title":"<italic>A New Architecture for the U<\/italic>.<italic>S<\/italic>. <italic>National Accounts<\/italic>. NBER Studies in Income and Wealth","volume":"66","author":"K. G. Abraham","year":"2006"},{"key":"ref18","article-title":"Oxford Handbook of the Economics of Poverty","author":"W. Gray","year":"2012"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1021\/es00001a008","article-title":"Distribution of industrial air emissions by income and race in the United States: an approach using the Toxic Release Inventory","volume":"29","author":"S.A. Perlin","year":"1995","journal-title":"Environ Sci Technol"},{"key":"ref20","first-page":"144","article-title":"Have air pollutant emissions converged? Evidence from unit root tests","volume":"66","author":"J. List","year":"1999"},{"key":"ref21","first-page":"163","article-title":"Future inequality in CO2 emissions and the impact of abatement proposals","volume":"17","author":"M. T. Heil","year":"2000"},{"issue":"suppl 2","key":"ref22","first-page":"289","article-title":"Segregation and black\/white differences in exposure to air toxics in 1990","volume":"110","author":"R. Lopez","year":"2002"},{"key":"ref23","first-page":"87","article-title":"Environmental compliance costs and the distribution of emissions in the US","volume":"42","author":"D. L. Millimet","year":"2002"},{"key":"ref24","first-page":"5499","article-title":"Environmental inequality: Air pollution exposures in California\u2019s South Coast Air Basin","volume":"42","author":"J.D. Marshall","year":"2008"},{"key":"ref25","doi-asserted-by":"crossref","DOI":"10.11126\/stanford\/9780804780612.003.0009","article-title":"\u201cSpatial Patterns in Regulatory Enforcement: Local Tests of Environmental Justice\u201d in Political Economy of Environmental Justice","author":"R. Shadbegian","year":"2012"},{"issue":"3","key":"ref26","first-page":"616","article-title":"Is Environmental Justice Good for White Folks? Industrial Air Toxics Exposure in Urban America","volume":"94","author":"M. Ash","year":"2013"},{"key":"ref27","doi-asserted-by":"crossref","unstructured":"Boyce, J.K., K. Zwickl, M. Ash. 2014. Three Measures of Environmental Inequality. Institute for New Economic Thinking Working Group on the Political Economy of Distribution Working Paper No. 4.","DOI":"10.2139\/ssrn.2638089"},{"issue":"4","key":"ref28","doi-asserted-by":"crossref","first-page":"e94431","DOI":"10.1371\/journal.pone.0094431","article-title":"National Patterns in Environmental Injustics and Inequality: Outdoor NO<sub>2<\/sub> Air Pollution in the United States","volume":"9","author":"L.P. Clark","year":"2014","journal-title":"PLOS One"},{"issue":"4","key":"ref29","first-page":"651","article-title":"Carbon Emissions and Income Inequality","volume":"52","author":"M. Ravallion","year":"2000"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"1354","DOI":"10.1111\/j.0038-4941.2005.00350.x","article-title":"Income and Power Inequality as Determinants of Environmental and Health Outcomes: Some Findings","volume":"86","author":"M. Torras","year":"2005","journal-title":"Social Science Quarterly"},{"issue":"4","key":"ref31","first-page":"413","article-title":"Is Inequality Harmful for the Environment? An Empirical Analysis Applied to Developing and Transition Countries","volume":"68","author":"M. Clement","year":"2010"},{"key":"ref32","first-page":"281","article-title":"The distributional effects of uniform air pollution policy in the United States","volume":"93","author":"L. P. Gianessi","year":"1979"},{"issue":"4","key":"ref33","first-page":"271","article-title":"An environmental Paglin-Gini","volume":"9","author":"D.L. Millimet","year":"2002"},{"issue":"5","key":"ref34","first-page":"743","article-title":"Quantifying the Efficiency and Equity Implications of Power Plant Air Pollution Control Strategies in the United States","volume":"115","author":"J.I. Levy","year":"2007"},{"key":"ref35","article-title":"Household Income for States: 2010 and 2011","year":"2012"},{"key":"ref36","unstructured":"World Bank. 2016. <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/data.worldbank.org\/indicator\/SI.POV.GINI\" xlink:type=\"simple\">http:\/\/data.worldbank.org\/indicator\/SI.POV.GINI<\/ext-link>"},{"key":"ref37","unstructured":"Organisation for Economic Cooperation and Development (OECD). 2016. <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/stats.oecd.org\/\" xlink:type=\"simple\">http:\/\/stats.oecd.org\/<\/ext-link>"},{"issue":"7","key":"ref38","doi-asserted-by":"crossref","first-page":"965","DOI":"10.1289\/ehp.1104660","article-title":"Chronic Exposure to Fine Particles and Mortality: An Extended Follow-Up of the Harvard Six Cities Study from 1974 to 2009","volume":"120","author":"J Lepeule","year":"2012","journal-title":"Environmental Health Perspectives"},{"key":"ref39","first-page":"385","article-title":"An Empirical Bayes Approach to Combining and Comparing Estimates of the Value of a Statistical Life for Environmental Policy Analysis","volume":"34","author":"I. Kochi","year":"2006"},{"key":"ref40","unstructured":"Krewski D., M. Jerrett, R.T. Burnett, R. Ma, E. Hughes, Y. Shi, et al., 2009. Extended follow-up and spatial analysis of the American Cancer Society study linking particulate air pollution and mortality. HEI Research Report, 140, Health Effects Institute, Boston, MA."},{"key":"ref41","first-page":"5","article-title":"The value of a statistical life: A critical review of market estimates throughout the world","volume":"27","author":"W. Viscusi","year":"2003"},{"key":"ref42","article-title":"Integrated Public Use Microdata Series, Current Population Survey: Version 4.0","author":"S. Flood","year":"2015"},{"key":"ref43","unstructured":"Centers for Disease Control and Prevention (CDC). WONDER Online Database. Available at <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/wonder.cdc.gov\/\" xlink:type=\"simple\">http:\/\/wonder.cdc.gov\/<\/ext-link>."},{"key":"ref44","unstructured":"USEPA, 2016. <ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/aqsdr1.epa.gov\/aqsweb\/aqstmp\/airdata\/download_files.html#Daily\" xlink:type=\"simple\">http:\/\/aqsdr1.epa.gov\/aqsweb\/aqstmp\/airdata\/download_files.html#Daily<\/ext-link>"},{"issue":"11","key":"ref45","first-page":"1301","article-title":"Seasonal and Regional Short-term Effects of Fine Particles on Hospital Admissions in 202 US Counties, 1999\u20132005","volume":"168","author":"M. L. Bell","year":"2008"},{"key":"ref46","first-page":"183","article-title":"Simultaneously mitigating near-term climate change and improving human health and food security","volume":"335","author":"D. Shindell","year":"2012"},{"issue":"4","key":"ref47","first-page":"451","article-title":"A Spatial Model of Air Pollution: The Impact pf the Concentration-Response Function","volume":"1","author":"A.L. Goodkind","year":"2014"},{"key":"ref48","unstructured":"USEPA. 2014. \u201cRegulatory Impact Analysis of the Proposed Revisions to the National Ambient Air Quality Standards for Ground-Level Ozone.\u201d EPA-452\/P-14-006."},{"key":"ref49","article-title":"Recommended Approach to Adjusting WTP Estimates to Reflect Changes in Real Income","author":"N. Kleckner","year":"1999"},{"issue":"3","key":"ref50","first-page":"617","article-title":"On an Extension of the Gini Inequality Index","volume":"24","author":"S. Yitzhaki","year":"1983"},{"key":"ref51","article-title":"Sgini Generalized Gini and Concentration Coefficients (with factor decomposition) in Stata","author":"Van Kerm","year":"2010"}],"container-title":["PLOS ONE"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pone.0192461","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,13]],"date-time":"2019-10-13T02:57:20Z","timestamp":1570935440000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0192461"}},"subtitle":[],"editor":[{"given":"Jacint","family":"Balaguer","sequence":"first","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2018,3,21]]},"references-count":51,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2018,3,21]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0192461","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,3,21]]}}}