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Citations for "The logged dependent variable, heteroscedasticity, and the retransformation problem"

by Manning, Willard G.

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  1. van Doorslaer, Eddy & Wagstaff, Adam & van der Burg, Hattem & Christiansen, Terkel & De Graeve, Diana & Duchesne, Inge & Gerdtham, Ulf-G & Gerfin, Michael & Geurts, Jose & Gross, Lorna, 2000. "Equity in the delivery of health care in Europe and the US," Journal of Health Economics, Elsevier, vol. 19(5), pages 553-583, September.
  2. Frank A. Sloan & Gabriel A. Picone & Donald H. Taylor, Jr. & Shin-Yi Chou, 1999. "Does Where You Are Admitted Make a Difference? An Analysis of Medicare Data," NBER Chapters, in: Frontiers in Health Policy Research, volume 2, pages 1-26 National Bureau of Economic Research, Inc.
  3. Capps, Cory & Dranove, David & Lindrooth, Richard C., 2010. "Hospital closure and economic efficiency," Journal of Health Economics, Elsevier, vol. 29(1), pages 87-109, January.
  4. Manning, Willard G. & Basu, Anirban & Mullahy, John, 2005. "Generalized modeling approaches to risk adjustment of skewed outcomes data," Journal of Health Economics, Elsevier, vol. 24(3), pages 465-488, May.
  5. Sloan, Frank A. & Picone, Gabriel A. & Taylor, Donald H., Jr. & Chou, Shin-Yi, 2000. "Hospital Ownership and Cost and Quality of Care: Is There a Dime's Worth of Difference?," Working Papers 00-11, Duke University, Department of Economics.
  6. Kristensen, Troels & Olsen, Kim Rose & Kilsmark, Jannie & Lauridsen, Jørgen T. & Pedersen, Kjeld Møller, 2012. "Economies of scale and scope in the Danish hospital sector prior to radical restructuring plans," Health Policy, Elsevier, vol. 106(2), pages 120-126.
  7. Michael Keane & Olena Stavrunova, 2011. "Adverse Selection, Moral Hazard and the Demand for Medigap Insurance," Working Paper Series 167, Finance Discipline Group, UTS Business School, University of Technology, Sydney.
  8. Forder, Julien, 2000. "Mental health: market power and governance," Journal of Health Economics, Elsevier, vol. 19(6), pages 877-905, November.
  9. Lucien Gardiol & Pierre-Yves Geoffard & Chantal Grandchamp, 2005. "Separating selection and incentive effects in health insurance," PSE Working Papers halshs-00590713, HAL.
  10. Steven C. Hill & G. Edward Miller, 2010. "Health expenditure estimation and functional form: applications of the generalized gamma and extended estimating equations models," Health Economics, John Wiley & Sons, Ltd., vol. 19(5), pages 608-627.
  11. Chad D. Meyerhoefer & Yuriy Pylypchuk, 2008. "Does Participation in the Food Stamp Program Increase the Prevalence of Obesity and Health Care Spending?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(2), pages 287-305.
  12. Gospodinov, Nikolay & Irvine, Ian, 2009. "Tobacco taxes and regressivity," Journal of Health Economics, Elsevier, vol. 28(2), pages 375-384, March.
  13. Emanuele Ciani & Paul Fisher, 2013. "Dif-in-dif estimators of multiplicative treatment effects," Economics Discussion Papers 725, University of Essex, Department of Economics.
  14. Sophie Mitra & Patricia A. Findley & Usha Sambamoorthi, 2008. "Healthcare Expenditures of Living with a Disability: Total Expenditures, Out of Pocket Expenses and Burden, 1996-2004," Fordham Economics Discussion Paper Series dp2008-18, Fordham University, Department of Economics.
  15. Tor Iversen & Gry Stine Kopperud, 2005. "Regulation versus practice - the impact of accessibility on the use of specialist health care in Norway," Health Economics, John Wiley & Sons, Ltd., vol. 14(12), pages 1231-1238.
  16. Ai, Chunrong & Norton, Edward C., 2000. "Standard errors for the retransformation problem with heteroscedasticity," Journal of Health Economics, Elsevier, vol. 19(5), pages 697-718, September.
  17. Burke, Mary A. & Ozdagli, Ali K., 2013. "Household inflation expectations and consumer spending: evidence from panel data," Working Papers 13-25, Federal Reserve Bank of Boston.
  18. Thomas R., 2010. "Conditional Cash Transfers to Improve Education and Health: An Ex ante Evaluation of Red de Proteccion Social, Nicaragua," Health, Econometrics and Data Group (HEDG) Working Papers 10/04, HEDG, c/o Department of Economics, University of York.
  19. Blackburn, McKinley L., 2007. "Estimating wage differentials without logarithms," Labour Economics, Elsevier, vol. 14(1), pages 73-98, January.
  20. Keeler, Theodore E. & Hu, Teh-wei & Manning, Willard G. & Sung, Hai-Yen, 2001. "State Tobacco Taxation, Education and Smoking: Controlling for the Effects of Omitted Variables," National Tax Journal, National Tax Association, vol. 54(n. 1), pages 83-102, March.
  21. Toni Mora & Joan Gil & Antoni Sicras-Mainar, 2015. "The influence of obesity and overweight on medical costs: a panel data perspective," The European Journal of Health Economics, Springer, vol. 16(2), pages 161-173, March.
  22. Alan Welsh & Xiao-Hua Zhou, 2004. "Estimating the Retransformed Mean in a Heteroscedastic Two-Part Model," UW Biostatistics Working Paper Series 1047, Berkeley Electronic Press.
  23. Jason Abrevaya, 2002. "Computing Marginal Effects In The Box-Cox Model," Econometric Reviews, Taylor & Francis Journals, vol. 21(3), pages 383-393.
  24. Hugh Gravelle & Mark Dusheiko & Steve Martin & Pete Smith & Nigel Rice & Jennifer Dixon, 2011. "Modelling Individual Patient Hospital Expenditure for General Practice Budgets," Working Papers 073cherp, Centre for Health Economics, University of York.
  25. Nicola J. Cooper & Paul C. Lambert & Keith R. Abrams & Alexander J. Sutton, 2007. "Predicting costs over time using Bayesian Markov chain Monte Carlo methods: an application to early inflammatory polyarthritis," Health Economics, John Wiley & Sons, Ltd., vol. 16(1), pages 37-56.
  26. Farrell, Susan & Manning, Willard G. & Finch, Michael D., 2003. "Alcohol dependence and the price of alcoholic beverages," Journal of Health Economics, Elsevier, vol. 22(1), pages 117-147, January.
  27. Amuedo-Dorantes, Catalina & Pozo, Susan, 2009. "New Evidence on the Role of Remittances on Health Care Expenditures by Mexican Households," IZA Discussion Papers 4617, Institute for the Study of Labor (IZA).
  28. Jones, A.M, 2010. "Models For Health Care," Health, Econometrics and Data Group (HEDG) Working Papers 10/01, HEDG, c/o Department of Economics, University of York.
  29. Maurus Rischatsch, 2014. "Lead me not into temptation: drug price regulation and dispensing physicians in Switzerland," The European Journal of Health Economics, Springer, vol. 15(7), pages 697-708, September.
  30. Avi Dor & Partha Deb & Michael Grossman & Gregory Cooper & Siran Koroukian & Fang Xu, 2013. "Impact of Mortality-Based Performance Measures on Hospital Pricing: the Case of Colon Cancer Surgeries," NBER Working Papers 19447, National Bureau of Economic Research, Inc.
  31. Thomas, R;, 2011. "Using a Semiparametric Estimator to Forecast Education Outcomes in Nicaragua's Red de Proteccion Social," Health, Econometrics and Data Group (HEDG) Working Papers 11/02, HEDG, c/o Department of Economics, University of York.
  32. John Tauras & Lisa Powell & Frank Chaloupka & Hana Ross, 2007. "The demand for smokeless tobacco among male high school students in the United States: the impact of taxes, prices and policies," Applied Economics, Taylor & Francis Journals, vol. 39(1), pages 31-41.
  33. Manning, Willard G. & Mullahy, John, 2001. "Estimating log models: to transform or not to transform?," Journal of Health Economics, Elsevier, vol. 20(4), pages 461-494, July.
  34. Lindrooth, Richard C. & Lo Sasso, Anthony T. & Bazzoli, Gloria J., 2003. "The effect of urban hospital closure on markets," Journal of Health Economics, Elsevier, vol. 22(5), pages 691-712, September.
  35. Paul McNamee, 2004. "A comparison of the grade of membership measure with alternative health indicators in explaining costs for older people," Health Economics, John Wiley & Sons, Ltd., vol. 13(4), pages 379-395.
  36. Richard Layte, 2007. "An Analysis of the Impact of Age and Proximity of Death on Health Care Costs in Ireland," Papers WP193, Economic and Social Research Institute (ESRI).
  37. Ying Qiu & Alex Fu & Gordon Liu & Dale Christensen, 2010. "Healthcare costs of atypical antipsychotic use for patients with bipolar disorder in a medicaid programme," Applied Health Economics and Health Policy, Springer, vol. 8(3), pages 167-177, May.
  38. Jan Ondrich & J. David Richardson & Shuo Zhang, 2006. "A further investigation of the link between trade and income," International Economic Journal, Taylor & Francis Journals, vol. 20(1), pages 19-36.
  39. Jens Ludwig & Philip J. Cook, 1999. "The Benefits of Reducing Gun Violence: Evidence from Contingent-Valuation Survey Data," NBER Working Papers 7166, National Bureau of Economic Research, Inc.
  40. Andreas Bayerstadler & Franz Benstetter & Christian Heumann & Fabian Winter, 2014. "A predictive modeling approach to increasing the economic effectiveness of disease management programs," Health Care Management Science, Springer, vol. 17(3), pages 284-301, September.
  41. Doyle Jr., Joseph J. & Ewer, Steven M. & Wagner, Todd H., 2010. "Returns to physician human capital: Evidence from patients randomized to physician teams," Journal of Health Economics, Elsevier, vol. 29(6), pages 866-882, December.
  42. Liu, Lei & Conaway, Mark R. & Knaus, William A. & Bergin, James D., 2008. "A random effects four-part model, with application to correlated medical costs," Computational Statistics & Data Analysis, Elsevier, vol. 52(9), pages 4458-4473, May.
  43. Theodore Darkow & Henry Henk & Simu Thomas & Weiwei Feng & Jean-Francois Baladi & George Goldberg & Alan Hatfield & Jorge Cortes, 2007. "Treatment Interruptions and Non-Adherence with Imatinib and Associated Healthcare Costs," PharmacoEconomics, Springer, vol. 25(6), pages 481-496, June.
  44. Jeremy W. Bray & Brett R. Loomis & Mark Engelen, 2009. "You save money when you buy in bulk: does volume-based pricing cause people to buy more beer?," Health Economics, John Wiley & Sons, Ltd., vol. 18(5), pages 607-618.
  45. Joseph J. Doyle Jr., 2005. "Health Insurance, Treatment and Outcomes: Using Auto Accidents as Health Shocks," NBER Working Papers 11099, National Bureau of Economic Research, Inc.
  46. Van Houtven, Courtney Harold & Norton, Edward C., 2004. "Informal care and health care use of older adults," Journal of Health Economics, Elsevier, vol. 23(6), pages 1159-1180, November.
  47. Cantoni, Eva & Ronchetti, Elvezio, 2006. "A robust approach for skewed and heavy-tailed outcomes in the analysis of health care expenditures," Journal of Health Economics, Elsevier, vol. 25(2), pages 198-213, March.
  48. Monica Oliveira, 2004. "Modelling demand and supply influences on utilization: A flow demand model to predict hospital utilization at the small area level," Applied Economics, Taylor & Francis Journals, vol. 36(20), pages 2237-2251.
  49. Layte, Richard, 2006. "An Analysis of the Impact of Age and Proximity of Death on Health Care Costs in Ireland," Papers HRBWP24, Economic and Social Research Institute (ESRI).
  50. Silviya Nikolova; & Arthur Sinko; & Matt Sutton;, 2012. "Do maximum waiting times guarantees change clinical priorities? A Conditional Density Estimation approach," Health, Econometrics and Data Group (HEDG) Working Papers 12/07, HEDG, c/o Department of Economics, University of York.
  51. Carina Furnee & Marius Kemler & Gerard A. Pfann, 2001. "The Value of Pain Relief," Working Papers 0111, Harris School of Public Policy Studies, University of Chicago.
  52. Manos Matsaganis & Theodore Mitrakos & Panos Tsakloglou, 2008. "Modelling Household Expenditure on Health Care in Greece," Working Papers 68, Bank of Greece.
  53. Silviya Nikolova & Arthur Sinko & Matt Sutton, 2015. "Do maximum waiting time guarantees change clinical priorities for elective treatment? Evidence from Scotland," Working Papers 1501, Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds.
  54. Andrew M. Jones & Roberto Zanola, 2011. "Retransformation bias in the adjacent art price index," ACEI Working Paper Series AWP-01-2011, Association for Cultural Economics International, revised Jul 2011.
  55. Rapson, David, 2014. "Durable goods and long-run electricity demand: Evidence from air conditioner purchase behavior," Journal of Environmental Economics and Management, Elsevier, vol. 68(1), pages 141-160.
  56. Keith Davis & Debanjali Mitra & Srividya Kotapati & Ramy Ibrahim & Jedd Wolchok, 2009. "Direct economic burden of high-risk and metastatic melanoma in the elderly," Applied Health Economics and Health Policy, Springer, vol. 7(1), pages 31-41, March.
  57. Grant Miller, 2005. "Contraception as Development? New Evidence from Family Planning in Colombia," NBER Working Papers 11704, National Bureau of Economic Research, Inc.
  58. Toni Mora & Joan Gil & Antoni Sicras-Mainar, 2012. "The Influence of BMI, Obesity and Overweight on Medical Costs: A Panel Data Approach," Working Papers 2012-08, FEDEA.
  59. Gilleskie, Donna B. & Mroz, Thomas A., 2004. "A flexible approach for estimating the effects of covariates on health expenditures," Journal of Health Economics, Elsevier, vol. 23(2), pages 391-418, March.
  60. Limwattananon, Supon & Neelsen, Sven & O'Donnell, Owen & Prakongsai, Phusit & Tangcharoensathien, Viroj & van Doorslaer, Eddy & Vongmongkol, Vuthiphan, 2015. "Universal coverage with supply-side reform: The impact on medical expenditure risk and utilization in Thailand," Journal of Public Economics, Elsevier, vol. 121(C), pages 79-94.
  61. Eva Cantoni & Elvezio Ronchetti, 2004. "A robust approach for skewed and heavy-tailed outcomes in the analysis of health care expenditures," Research Papers by the Institute of Economics and Econometrics, Geneva School of Economics and Management, University of Geneva 2004.03, Institut d'Economie et Econométrie, Université de Genève.
  62. de Meijer C & Koopmanschap M & Bago d & Uva T & van Doorslaer E, 2009. "Time To Drop Time-To-Death? –Unravelling The Determinants of LTC Spending In The Netherlands," Health, Econometrics and Data Group (HEDG) Working Papers 09/33, HEDG, c/o Department of Economics, University of York.
  63. Trottmann, Maria & Zweifel, Peter & Beck, Konstantin, 2012. "Supply-side and demand-side cost sharing in deregulated social health insurance: Which is more effective?," Journal of Health Economics, Elsevier, vol. 31(1), pages 231-242.
  64. Jeonghoon Ahn, 2004. "Panel Data Sample Selection Model: an Application to Employee Choice of Health Plan Type and Medical Cost Estimation," Econometric Society 2004 Far Eastern Meetings 560, Econometric Society.
  65. Anirban Basu & Daniel Polsky & Willard G. Manning, 2008. "Use of Propensity Scores in Non-Linear Response Models: The Case for Health Care Expenditures," NBER Working Papers 14086, National Bureau of Economic Research, Inc.
  66. Michael Ziegelmeyer, 2013. "Illuminate the unknown: evaluation of imputation procedures based on the SAVE survey," AStA Advances in Statistical Analysis, Springer, vol. 97(1), pages 49-76, January.
  67. Chou, Shin-Yi & Liu, Jin-Tan & Hammitt, James K., 2003. "National Health Insurance and precautionary saving: evidence from Taiwan," Journal of Public Economics, Elsevier, vol. 87(9-10), pages 1873-1894, September.
  68. Buntin, Melinda Beeuwkes & Zaslavsky, Alan M., 2004. "Too much ado about two-part models and transformation?: Comparing methods of modeling Medicare expenditures," Journal of Health Economics, Elsevier, vol. 23(3), pages 525-542, May.
  69. Mullahy, John, 1998. "Much ado about two: reconsidering retransformation and the two-part model in health econometrics," Journal of Health Economics, Elsevier, vol. 17(3), pages 247-281, June.
  70. Gardiol, Lucien & Geoffard, Pierre-Yves & Grandchamp, Chantal, 2005. "Separating Selection and Incentive Effects in Health Insurance," CEPR Discussion Papers 5380, C.E.P.R. Discussion Papers.
  71. Gundgaard, Jens & Lauridsen, Jørgen, 2013. "Explaining the Sources of IncomeRelated Inequality in Health Care Utilization in Denmark," COHERE Working Paper 2013:1, COHERE - Centre of Health Economics Research, University of Southern Denmark.
  72. Barry T. Hirsch & Edward J. Schumacher, 2012. "Underpaid or Overpaid? Wage Analysis for Nurses Using Job and Worker Attributes," Southern Economic Journal, Southern Economic Association, vol. 78(4), pages 1096-1119, April.
  73. repec:mpr:mprres:3151 is not listed on IDEAS
  74. Heim, Bradley T. & Lurie, Ithai Z., 2009. "Do increased premium subsidies affect how much health insurance is purchased? Evidence from the self-employed," Journal of Health Economics, Elsevier, vol. 28(6), pages 1197-1210, December.
  75. Van Houtven, Courtney Harold & Norton, Edward C., 2008. "Informal care and Medicare expenditures: Testing for heterogeneous treatment effects," Journal of Health Economics, Elsevier, vol. 27(1), pages 134-156, January.
  76. David Epstein & Anne Mason & Andrea Manca, 2008. "The hospital costs of care for stroke in nine European countries," Health Economics, John Wiley & Sons, Ltd., vol. 17(S1), pages S21-S31.
  77. Austin Nichols, 2010. "Regression for nonnegative skewed dependent variables," BOS10 Stata Conference 2, Stata Users Group.
  78. Preyra, Colin & Pink, George, 2006. "Scale and scope efficiencies through hospital consolidations," Journal of Health Economics, Elsevier, vol. 25(6), pages 1049-1068, November.
  79. Palmer, Michael G. & Nguyen, Thi Minh Thuy, 2012. "Mainstreaming health insurance for people with disabilities," Journal of Asian Economics, Elsevier, vol. 23(5), pages 600-613.
  80. Liu, Lei & Strawderman, Robert L. & Cowen, Mark E. & Shih, Ya-Chen T., 2010. "A flexible two-part random effects model for correlated medical costs," Journal of Health Economics, Elsevier, vol. 29(1), pages 110-123, January.
  81. Sturm, Roland, 1999. "Cost and quality trends under managed care: is there a learning curve in behavioral health carve-out plans?," Journal of Health Economics, Elsevier, vol. 18(5), pages 591-602, October.
  82. Hugh Gravelle & Matthew Sutton & Stephen Morris & Frank Windmeijer & Alastair Leyland & Chris Dibben & Mike Muirhead, 2003. "Modelling supply and demand influences on the use of health care: implications for deriving a needs-based capitation formula," Health Economics, John Wiley & Sons, Ltd., vol. 12(12), pages 985-1004.
  83. Brigitte Dormont & Hélène Huber, 2006. "Ageing and changes in medical practices : reassessing theinfluence of demography," Post-Print halshs-00274723, HAL.
  84. Samuel L Brilleman & Hugh Gravelle & Sandra Hollinghurst & Sarah Purdy & Chris Salisbury & Frank Windmeijer, 2011. "Keep it Simple? Predicting Primary Health Care Costs with Measures of Morbidity and Multimorbidity," Working Papers 072cherp, Centre for Health Economics, University of York.
  85. H. Jiang & Bernard Friedman & Shenyi Jiang, 2013. "Hospital cost and quality performance in relation to market forces: an examination of U.S. community hospitals in the “post-managed care era”," International Journal of Health Care Finance and Economics, Springer, vol. 13(1), pages 53-71, March.
  86. John Mullahy, 1998. "Much Ado About Two: Reconsidering Retransformation and the Two-Part Model in Health Economics," NBER Technical Working Papers 0228, National Bureau of Economic Research, Inc.
  87. Keith Davis & Timothy Bell & Jacqueline Miller & Derek Misurski & Bela Bapat, 2011. "Hospital costs, length of stay and mortality associated with childhood, adolescent and young Adult meningococcal disease in the US," Applied Health Economics and Health Policy, Springer, vol. 9(3), pages 197-207, May.
  88. Sheu, Ji-Tian & Lu, Jui-fen Rachel, 2014. "The spillover effect of National Health Insurance on household consumption patterns: Evidence from a natural experiment in Taiwan," Social Science & Medicine, Elsevier, vol. 111(C), pages 41-49.
  89. Lai, Mun Sim & Orsuwan, Meechai, 2009. "Examining the Impact of Taiwan's Cash Allowance Program on Private Households," World Development, Elsevier, vol. 37(7), pages 1250-1260, July.
  90. Galina Besstremyannaya, 2012. "Estimating income equity in social health insurance system," Working Papers w0172, Center for Economic and Financial Research (CEFIR).
  91. Donna B. Gilleskie & Thomas A. Mroz, 2000. "Estimating the Effects of Covariates on Health Expenditures," NBER Working Papers 7942, National Bureau of Economic Research, Inc.
  92. Marcello Bofondi & Giorgio Gobbi, 2004. "Bad Loans and Entry into Local Credit Markets," Temi di discussione (Economic working papers) 509, Bank of Italy, Economic Research and International Relations Area.
  93. Carboni, Oliviero A., 2012. "An empirical investigation of the determinants of R&D cooperation: An application of the inverse hyperbolic sine transformation," Research in Economics, Elsevier, vol. 66(2), pages 131-141.
  94. Stargardt, Tom & Schreyögg, Jonas, 2012. "A framework to evaluate the effects of small area variations in healthcare infrastructure on diagnostics and patient outcomes of rare diseases based on administrative data," Health Policy, Elsevier, vol. 105(2), pages 110-118.
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