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Using Least Squares to Approximate Unknown Regression Functions

Citations

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Cited by:

  1. P.A.V.B. Swamy & I-Lok Chang & Jatinder S. Mehta & William H. Greene & Stephen G. Hall & George S. Tavlas, 2016. "Removing Specification Errors from the Usual Formulation of Binary Choice Models," Econometrics, MDPI, vol. 4(2), pages 1-21, June.
  2. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
  3. Joshua D. Angrist & Jörn-Steffen Pischke, 2017. "Undergraduate Econometrics Instruction: Through Our Classes, Darkly," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 125-144, Spring.
  4. Wahl, Thomas I. & Hayes, Dermot J., "undated". "A Dynamic, Globally Flexible Model Of U.S. Meat Demand," 1989 Annual Meeting, July 30-August 2, Baton Rouge, Louisiana 270672, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  5. Joshua Angrist & Victor Chernozhukov & Iván Fernández-Val, 2006. "Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure," Econometrica, Econometric Society, vol. 74(2), pages 539-563, March.
  6. Ericsson, Neil R., 2016. "Eliciting GDP forecasts from the FOMC’s minutes around the financial crisis," International Journal of Forecasting, Elsevier, vol. 32(2), pages 571-583.
  7. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2020. "Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis," Econometrica, Econometric Society, vol. 88(1), pages 265-296, January.
  8. Dongling Huang & Christian Rojas & Frank Bass, 2008. "What Happens When Demand Is Estimated With A Misspecified Model?," Journal of Industrial Economics, Wiley Blackwell, vol. 56(4), pages 809-839, December.
  9. Badi H. Baltagi & Dong Li, 2001. "LM Tests for Functional Form and Spatial Error Correlation," International Regional Science Review, , vol. 24(2), pages 194-225, April.
  10. Frank A. Wolak, 2016. "Level versus Variability Trade-offs in Wind and Solar Generation Investments: The Case of California," NBER Working Papers 22494, National Bureau of Economic Research, Inc.
  11. David B. Humphrey & Lawrence B. Pulley, 1991. "Scope economies: fixed costs, complementarity, and functional form," Working Paper 91-03, Federal Reserve Bank of Richmond.
  12. Alston, Julian M. & Chalfant, James A., 1991. "Can We Take The Con Out Of Meat Demand Studies?," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 16(01), pages 1-13, July.
  13. Jacob A. Bikker, 2017. "Performance of the life insurance industry under pressure: efficiency, competition and consolidation," Chapters, in: Jacob A. Bikker & Laura Spierdijk (ed.), Handbook of Competition in Banking and Finance, chapter 9, pages 152-182, Edward Elgar Publishing.
  14. Tymon S{l}oczy'nski, 2018. "Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights," Papers 1810.01576, arXiv.org, revised May 2020.
  15. Mark Jensen, 1997. "Revisiting the flexibility and regularity properties of the asymptotically ideal production model," Econometric Reviews, Taylor & Francis Journals, vol. 16(2), pages 179-203.
  16. Michael Creel, 2008. "Some possible pitfalls of parametric inference (in Russian)," Quantile, Quantile, issue 4, pages 1-6, March.
  17. Beat Reber & Caroline Fong, 2006. "Explaining mispricing of initial public offerings in Singapore," Applied Financial Economics, Taylor & Francis Journals, vol. 16(18), pages 1339-1353.
  18. Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
  19. Yingzhuo Yu & Cesar Escalante & Xiaohui Deng & Jack Houston & Lewell Gunter, 2011. "Analysing scale and scope specialization efficiencies of US agricultural and nonagricultural banks using the Fourier flexible functional form," Applied Financial Economics, Taylor & Francis Journals, vol. 21(15), pages 1103-1116.
  20. Ulrich R. Kohli, 1983. "The Le Châtelier Principle and the Demand for Imports in the Short Run and the Medium Run: Australia, 1959–60–1978–79," The Economic Record, The Economic Society of Australia, vol. 59(2), pages 149-165, June.
  21. Neal, Mark, "undated". "Estimating complex production functions: The importance of starting values," Risk and Sustainable Management Group Working Papers 151178, University of Queensland, School of Economics.
  22. Wolak, Frank A., 2015. "Measuring the competitiveness benefits of a transmission investment policy: The case of the Alberta electricity market," Energy Policy, Elsevier, vol. 85(C), pages 426-444.
  23. Richard H. Spady & Sami Stouli, 2018. "Simultaneous Mean-Variance Regression," Bristol Economics Discussion Papers 18/697, School of Economics, University of Bristol, UK.
  24. Rouwendal, Jan, 1998. "On Housing Services," Journal of Housing Economics, Elsevier, vol. 7(3), pages 218-242, September.
  25. Bruce E. Hansen & Seojeong Lee, 2021. "Inference for Iterated GMM Under Misspecification," Econometrica, Econometric Society, vol. 89(3), pages 1419-1447, May.
  26. Dante Jara, 2004. "Un Modelo Estadístico Flexible para la Estructura Intertemporal de Tasas en Chile," Econometrics 0412010, University Library of Munich, Germany.
  27. Ying-Ying Lee, 2015. "Interpretation and Semiparametric Efficiency in Quantile Regression under Misspecification," Econometrics, MDPI, vol. 4(1), pages 1-14, December.
  28. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
  29. Amavilah, Voxi Heinrich, 2013. "The Love Aspects of Human Capital and the Economic Activity of Countries," MPRA Paper 52686, University Library of Munich, Germany.
  30. Sherrill Shaffer, 1997. "Network diseconomies and optimal structure," Working Papers 97-19, Federal Reserve Bank of Philadelphia.
  31. Amavilah, Voxi & Asongu, Simplice A. & Andrés, Antonio R., 2017. "Effects of globalization on peace and stability: Implications for governance and the knowledge economy of African countries," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 91-103.
  32. Sloczynski, Tymon, 2018. "A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands," IZA Discussion Papers 11866, IZA Network @ LISER.
  33. Abayateye, F. & Skolrud, T. & Galinato, G., 2018. "Environmental Regulation Stringency and U.S. Agriculture," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277138, International Association of Agricultural Economists.
  34. Charles Perrings & David Stern, 2000. "Modelling Loss of Resilience in Agroecosystems: Rangelands in Botswana," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 16(2), pages 185-210, June.
  35. Sakata, Shinichi & White, Halbert, 2001. "S-estimation of nonlinear regression models with dependent and heterogeneous observations," Journal of Econometrics, Elsevier, vol. 103(1-2), pages 5-72, July.
  36. Swamy, P.A.V.B. & Mehta, J.S. & Tavlas, G.S. & Hall, S.G., 2015. "Two applications of the random coefficient procedure: Correcting for misspecifications in a small area level model and resolving Simpson's paradox," Economic Modelling, Elsevier, vol. 45(C), pages 93-98.
  37. Chalfant, James & Wallace, Nancy, 1991. "Testing the Translog Specification with the Fourier Cost Function," CUDARE Working Papers 198581, University of California, Berkeley, Department of Agricultural and Resource Economics.
  38. Richard M. Golden & Steven S. Henley & Halbert White & T. Michael Kashner, 2016. "Generalized Information Matrix Tests for Detecting Model Misspecification," Econometrics, MDPI, vol. 4(4), pages 1-24, November.
  39. Kleijnen, J.P.C., 1983. "Regression analysis : Assumptions, alternatives, applications," Other publications TiSEM 1f65af2d-8958-4929-a726-0, Tilburg University, School of Economics and Management.
  40. Irene Wei Kiong Ting & Hooi Hooi Lean & Qian Long Kweh & Noor Azlinna Azizan, 2016. "Managerial overconfidence, government intervention and corporate financing decision," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 12(1), pages 4-24, February.
  41. José Ferreira Machado, 2001. "Identification with Averaged Data and Implications for Hedonic Regression Studies," Working Papers w200110, Banco de Portugal, Economics and Research Department.
  42. Y. Surry, 1993. "The Constant Difference Of Elasticities Function With Applications To The Ec Animal Feed Sector," Journal of Agricultural Economics, Wiley Blackwell, vol. 44(1), pages 110-125, January.
  43. Tristan D. Skolrud & C. Richard Shumway, 2013. "A Fourier analysis of the US dairy industry," Applied Economics, Taylor & Francis Journals, vol. 45(14), pages 1887-1895, May.
  44. Gadea Rivas, María Dolores & Gonzalo, Jesús, 2020. "Trends in distributional characteristics: Existence of global warming," Journal of Econometrics, Elsevier, vol. 214(1), pages 153-174.
  45. Wang, Caiping & Dai, Shanshan & Xu, Honggang, 2018. "Estimating the land opportunism of hotel investment in generating real estate appreciation and firms’ market value," Land Use Policy, Elsevier, vol. 77(C), pages 752-759.
  46. Preyra, Colin & Pink, George, 2006. "Scale and scope efficiencies through hospital consolidations," Journal of Health Economics, Elsevier, vol. 25(6), pages 1049-1068, November.
  47. Lavergne, Pascal & Bertail, Patrice, 2020. "Bootstrapping Quasi Likelihood Ratio Tests under Misspecification," TSE Working Papers 20-1102, Toulouse School of Economics (TSE).
  48. María Dolores Gadea Rivas & Jesús Gonzalo, 2022. "A tale of three cities: climate heterogeneity," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 13(1), pages 475-511, May.
  49. Abadie, Alberto & Athey, Susan & Imbens, Guido W. & Wooldridge, Jeffrey M., 2017. "Sampling-Based vs. Design-Based Uncertainty in Regression Analysis," Research Papers 3349, Stanford University, Graduate School of Business.
  50. Cliff Huang & Tsu-Tan Fu, 1999. "An Average Derivative Estimation of Stochastic Frontiers," Journal of Productivity Analysis, Springer, vol. 12(1), pages 45-53, August.
  51. Ichimura, Hidehiko & Todd, Petra E., 2007. "Implementing Nonparametric and Semiparametric Estimators," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 74, Elsevier.
  52. McAleer, Michael, 1994. "Sherlock Holmes and the Search for Truth: A Diagnostic Tale," Journal of Economic Surveys, Wiley Blackwell, vol. 8(4), pages 317-370, December.
  53. Bousquet, Alain & Ivaldi, Marc, 1998. "An individual choice model of energy mix," Resource and Energy Economics, Elsevier, vol. 20(3), pages 263-286, September.
  54. Paul Bairoch & Gary Goertz, 1986. "Factors of Urbanisation in the Nineteenth Century Developed Countries," Urban Studies, Urban Studies Journal Limited, vol. 23(4), pages 285-305, August.
  55. Bernardo Maggi & Stefania P. S. Rossi, 2003. "An efficiency analysis of banking systems: a comparison of European and United States large commercial banks using different functional forms," Vienna Economics Papers 0306, University of Vienna, Department of Economics.
  56. Sebastian Bayer & Timo Dimitriadis, 2022. "Regression-Based Expected Shortfall Backtesting [Backtesting Expected Shortfall]," Journal of Financial Econometrics, Oxford University Press, vol. 20(3), pages 437-471.
  57. Godfrey, Leslie G & McAleer, Michael & McKenzie, Colin R, 1988. "Variable Addition and LaGrange Multiplier Tests for Linear and Logarithmic Regression Models," The Review of Economics and Statistics, MIT Press, vol. 70(3), pages 492-503, August.
  58. Xiao, Junji, 2008. "Markov Perfect Equilibrium in the US digital camera market," International Journal of Industrial Organization, Elsevier, vol. 26(5), pages 1233-1249, September.
  59. Lee, David S. & Card, David, 2008. "Regression discontinuity inference with specification error," Journal of Econometrics, Elsevier, vol. 142(2), pages 655-674, February.
  60. Leslie G. Godfrey, 2005. "Controlling the Overall Significance Level of a Battery of Least Squares Diagnostic Tests," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(2), pages 263-279, April.
  61. Newey, Whitney K., 1997. "Convergence rates and asymptotic normality for series estimators," Journal of Econometrics, Elsevier, vol. 79(1), pages 147-168, July.
  62. Silvio Borrero & Ana Bolena Escobar & Aura Mar�a Cort�s & Luis Carlos Maya, 2013. "Poor and distressed, but happy: situational and cultural moderators of the relationship between wealth and happiness," Estudios Gerenciales, Universidad Icesi.
  63. Paul J. Gertler, 1985. "A Decomposition of the Elasticity of Medicaid Nursing Home Expenditures Into Price, Quality, and Quantity Effects," NBER Working Papers 1751, National Bureau of Economic Research, Inc.
  64. Kim, Moshe & Vale, Bent, 2001. "Non-price strategic behavior: the case of bank branches," International Journal of Industrial Organization, Elsevier, vol. 19(10), pages 1583-1602, December.
  65. Ante Mandić & Lidija Petrić, 2021. "The impacts of location and attributes of protected natural areas on hotel prices: implications for sustainable tourism development," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(1), pages 833-863, January.
  66. J.A. Bikker, 2013. "Is there an optimal pension fund size? A scale-economy analysis of administrative and investment costs," Working Papers 13-06, Utrecht School of Economics.
  67. Jenny Lye & Joe Hirschberg, 2004. "Confidence bounds for the extremum determined by a quadratic regression," Econometric Society 2004 Australasian Meetings 217, Econometric Society.
  68. Nikolaev, Boris & Bennett, Daniel L., 2016. "Give me liberty and give me control: Economic freedom, control perceptions and the paradox of choice," European Journal of Political Economy, Elsevier, vol. 45(S), pages 39-52.
  69. Nadeem A. Burney & Ashfaque H. Khan, 1992. "Socio-economic Characteristics and Household Savings: An Analysis of the Households' Saving Behaviour in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 31(1), pages 31-48.
  70. Rendón Obando, Hernando & Ramírez Franco, Luz Dary, 2017. "Impacto de la inversión extranjera directa y del grado de apertura de la economía sobre el crecimiento económico para América Latina 1980-2010/Impact of Foreign Direct Investment and Openness Degree o," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 35, pages 217-244, Enero.
  71. Nadeem A. Burney & Ashfaque H. Khan, 1991. "Household Consumption Patterns in Pakistan: An Urban-Rural Comparison Using Micro Data," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 30(2), pages 145-171.
  72. François Destandau & Serge Garcia, 2014. "Service quality, scale economies and ownership: an econometric analysis of water supply costs," Journal of Regulatory Economics, Springer, vol. 46(2), pages 152-182, October.
  73. Rodríguez, Francisco & Shelton, Cameron A., 2013. "Cleaning up the kitchen sink: Specification tests and average derivative estimators for growth econometrics," Journal of Macroeconomics, Elsevier, vol. 38(PB), pages 260-273.
  74. Kesavan, Thulasiram, 1988. "Monte Carlo experiments of market demand theory," ISU General Staff Papers 198801010800009854, Iowa State University, Department of Economics.
  75. Mazzocco, Michael A. & Eales, James S., "undated". "Estimating Factor Demands for Iltinois Cash Grain Farms: Differences Between Profitable and Unprofitable Farms," 1987 Annual Meeting, August 2-5, East Lansing, Michigan 269945, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
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  91. Tristan D. Skolrud, 2017. "Reducing Approximation Error in the Fourier Flexible Functional Form," Econometrics, MDPI, vol. 5(4), pages 1-16, December.
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  128. Ors, Evren, 2004. "Postmortem on the Federal Reserve's Functional Cost Analysis Program: how useful was the FCA?," Review of Financial Economics, Elsevier, vol. 13(1-2), pages 121-148.
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