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Using Least Squares to Approximate Unknown Regression Functions

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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. 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.
  3. Andros Kourtellos & Chih Ming Tan & Steven N. Durlauf, 2022. "The Great Gatsby Curve," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 571-605, August.
  4. William A. Barnett & Ikuyasu Usui, 2007. "The Theoretical Regularity Properties of the Normalized Quadratic Consumer Demand Model," International Symposia in Economic Theory and Econometrics, in: Functional Structure Inference, pages 107-127, Emerald Group Publishing Limited.
  5. 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.
  6. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. Wahl, Thomas I. & Hayes, Dermot J., 1989. "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).
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. Kesavan, Thulasiram, 1988. "Monte Carlo experiments of market demand theory," ISU General Staff Papers 198801010800009854, Iowa State University, Department of Economics.
  20. 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.
  21. Richard H. Spady & Sami Stouli, 2018. "Simultaneous Mean-Variance Regression," Bristol Economics Discussion Papers 18/697, School of Economics, University of Bristol, UK.
  22. Kline, Patrick & Santos, Andres, 2012. "Higher order properties of the wild bootstrap under misspecification," Journal of Econometrics, Elsevier, vol. 171(1), pages 54-70.
  23. David B. Humphrey & Lawrence B. Pulley, 1991. "Scope economies: fixed costs, complementarity, and functional form," Working Paper 91-03, Federal Reserve Bank of Richmond.
  24. Lee, David S. & Card, David, 2008. "Regression discontinuity inference with specification error," Journal of Econometrics, Elsevier, vol. 142(2), pages 655-674, February.
  25. Mazzocco, Michael A. & Eales, James S., 1987. "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).
  26. Guo, Ranran & Ye, Wuyi, 2021. "A model of dynamic tail dependence between crude oil prices and exchange rates," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
  27. 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(1), pages 1-13, July.
  28. 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.
  29. 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.
  30. Guangjian Zhang & Sy-Miin Chow & Anthony Ong, 2011. "A Sandwich-Type Standard Error Estimator of SEM Models with Multivariate Time Series," Psychometrika, Springer;The Psychometric Society, vol. 76(1), pages 77-96, January.
  31. Tymon Sloczynski, 2018. "A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands," Working Papers 125, Brandeis University, Department of Economics and International Business School.
  32. Sherrill Shaffer, 1998. "Functional Forms and Declining Average Costs," Journal of Financial Services Research, Springer;Western Finance Association, vol. 14(2), pages 91-115, October.
  33. J.A. Bikker & D.E. van der Linde, 2015. "The Optimum Size of Local Public Administration," Working Papers 15-05, Utrecht School of Economics.
  34. Kleijnen, J.P.C., 1983. "Regression analysis : Assumptions, alternatives, applications," Research Memorandum FEW 135, Tilburg University, School of Economics and Management.
  35. Shihao Gu & Bryan Kelly & Dacheng Xiu, 2020. "Empirical Asset Pricing via Machine Learning," The Review of Financial Studies, Society for Financial Studies, vol. 33(5), pages 2223-2273.
  36. 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.
  37. Michael Creel, 2008. "Some possible pitfalls of parametric inference (in Russian)," Quantile, Quantile, issue 4, pages 1-6, March.
  38. Reis, Hugo J. & Santos Silva, J.M.C., 2006. "Hedonic prices indexes for new passenger cars in Portugal (1997-2001)," Economic Modelling, Elsevier, vol. 23(6), pages 890-908, December.
  39. Burney, Nadeem A., 1995. "Socioeconomic development and electricity consumption A cross-country analysis using the random coefficient method," Energy Economics, Elsevier, vol. 17(3), pages 185-195, July.
  40. Miguel A. Delgado & Thomas J. Kniesner, 1997. "Count Data Models With Variance Of Unknown Form: An Application To A Hedonic Model Of Worker Absenteeism," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 41-49, February.
  41. Pencavel, John & Craig, Ben, 1994. "The Empirical Performance of Orthodox Models of the Firm: Conventional Firms and Worker Cooperatives," Journal of Political Economy, University of Chicago Press, vol. 102(4), pages 718-744, August.
  42. Laisney, François, 1991. "Mikroökonometrische Untersuchung von Aggregationsproblemen: Eine partielle Übersicht," ZEW Discussion Papers 91-03, ZEW - Leibniz Centre for European Economic Research.
  43. Serge Garcia & Alban Thomas, 2001. "The Structure of Municipal Water Supply Costs: Application to a Panel of French Local Communities," Journal of Productivity Analysis, Springer, vol. 16(1), pages 5-29, July.
  44. 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.
  45. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2017. "Sampling-based vs. Design-based Uncertainty in Regression Analysis," Papers 1706.01778, arXiv.org, revised Jun 2019.
  46. 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.
  47. Garcia, Serge & Reynaud, Arnaud, 2004. "Estimating the benefits of efficient water pricing in France," Resource and Energy Economics, Elsevier, vol. 26(1), pages 1-25, March.
  48. 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.
  49. 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.
  50. Neal, Mark, 2007. "Estimating complex production functions: The importance of starting values," Risk and Sustainable Management Group Working Papers 151178, University of Queensland, School of Economics.
  51. Dionysia Dionysiou, 2015. "Choosing Among Alternative Long-Run Event-Study Techniques," Journal of Economic Surveys, Wiley Blackwell, vol. 29(1), pages 158-198, February.
  52. 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.
  53. Rouwendal, Jan, 1998. "On Housing Services," Journal of Housing Economics, Elsevier, vol. 7(3), pages 218-242, September.
  54. Bruce E. Hansen & Seojeong Lee, 2021. "Inference for Iterated GMM Under Misspecification," Econometrica, Econometric Society, vol. 89(3), pages 1419-1447, May.
  55. Stoker, Thomas M., 1983. "Aggregation, efficiency and cross section regression," Working papers 1453-83., Massachusetts Institute of Technology (MIT), Sloan School of Management.
  56. Dante Jara, 2004. "Un Modelo Estadístico Flexible para la Estructura Intertemporal de Tasas en Chile," Econometrics 0412010, University Library of Munich, Germany.
  57. Ying-Ying Lee, 2015. "Interpretation and Semiparametric Efficiency in Quantile Regression under Misspecification," Econometrics, MDPI, vol. 4(1), pages 1-14, December.
  58. 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.
  59. Amavilah, Voxi Heinrich, 2013. "The Love Aspects of Human Capital and the Economic Activity of Countries," MPRA Paper 52686, University Library of Munich, Germany.
  60. Sherrill Shaffer, 1997. "Network diseconomies and optimal structure," Working Papers 97-19, Federal Reserve Bank of Philadelphia.
  61. Carlos Budnevich & Helmut Franken & Ricardo Paredes, 2001. "Economías de Escala y Economías de Ámbito en el Sistema Bancario Chileno," Working Papers Central Bank of Chile 93, Central Bank of Chile.
  62. Creel, Michael & Loomis, John, 1997. "Semi-nonparametric Distribution-Free Dichotomous Choice Contingent Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 32(3), pages 341-358, March.
  63. 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.
  64. repec:onb:oenbwp:y::i:96:b:1 is not listed on IDEAS
  65. 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.
  66. 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.
  67. 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.
  68. Tristan D. Skolrud, 2017. "Reducing Approximation Error in the Fourier Flexible Functional Form," Econometrics, MDPI, vol. 5(4), pages 1-16, December.
  69. 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.
  70. Christophe Bontemps & Jean‐Pierre Florens & Jean‐François Richard, 2008. "Parametric and Non‐parametric Encompassing Procedures," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(s1), pages 751-780, December.
  71. 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.
  72. Livanis, Grigorios & Moss, Charles B., 2006. "Quasi-fixity and multiproduct firms," Economics Letters, Elsevier, vol. 93(2), pages 228-234, November.
  73. Anderson, Richard G. & Duca, John V. & Fleissig, Adrian R. & Jones, Barry E., 2019. "New monetary services (Divisia) indexes for the post-war U.S," Journal of Financial Stability, Elsevier, vol. 42(C), pages 3-17.
  74. Audretsch, David B & Klomp, Luuk & Thurik, A R Roy, 1997. "Do Services Differ From Manufacturing? The Post-Entry Performance of Firms in Dutch Services," CEPR Discussion Papers 1718, C.E.P.R. Discussion Papers.
  75. David Stern, 1994. "Accuracy of the translog function," Applied Economics Letters, Taylor & Francis Journals, vol. 1(10), pages 172-174.
  76. Ariél Pakes & Zvi Griliches, 1984. "Estimating Distributed Lags in Short Panels with an Application to the Specification of Depreciation Patterns and Capital Stock Constructs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(2), pages 243-262.
  77. John J. Beggs, 1988. "Diagnostic Testing in Applied Econometrics," The Economic Record, The Economic Society of Australia, vol. 64(2), pages 81-101, June.
  78. Joshua D. Angrist & Jorn-Steffen Pischke, 2019. "Undergraduate econometrics instruction: through our classes, darkly (in Russian)," Quantile, Quantile, issue 14, pages 1-20, June.
  79. 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.
  80. Hendry, David F., 1984. "Monte carlo experimentation in econometrics," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 16, pages 937-976, Elsevier.
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  82. Stefania P.S. Rossi & Markus Schwaiger & Gerhard Winkler, 2004. "Banking Efficiency in Central and Eastern Europe," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 8, pages 77-91.
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  88. J. Scott Long & Pravin K. Trivedi, 1992. "Some Specification Tests for the Linear Regression Model," Sociological Methods & Research, , vol. 21(2), pages 161-204, November.
  89. Sam Jones, 2020. "Testing the Technology of Human Capital Production: A General‐to‐Restricted Framework," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(6), pages 1429-1455, December.
  90. Blasques, Francisco & van Brummelen, Janneke & Koopman, Siem Jan & Lucas, André, 2022. "Maximum likelihood estimation for score-driven models," Journal of Econometrics, Elsevier, vol. 227(2), pages 325-346.
  91. Brant, Molly & Marsh, Thomas L. & Featherstone, Allen M. & Crespi, John M., 2005. "Multivariate AIM Consumer Demand Model Applied to Dried Fruit, Raisins, and Dried Plums," 2005 Annual meeting, July 24-27, Providence, RI 19291, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  92. 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.
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  128. Guangjian Zhang & Michael Browne & Anthony Ong & Sy Chow, 2014. "Analytic Standard Errors for Exploratory Process Factor Analysis," Psychometrika, Springer;The Psychometric Society, vol. 79(3), pages 444-469, July.
  129. 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.
  130. 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.
  131. Fløgstad, Cathrin, 2017. "Domestic bond markets in emerging economies: Crowding in or crowding out?," Working Papers in Economics 15/17, University of Bergen, Department of Economics.
  132. Jenny Lye & Joe Hirschberg, 2004. "Confidence bounds for the extremum determined by a quadratic regression," Econometric Society 2004 Australasian Meetings 217, Econometric Society.
  133. 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.
  134. 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.
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