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Using Least Squares to Approximate Unknown Regression Functions

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Cited by:

  1. David Stern, 1994. "Accuracy of the translog function," Applied Economics Letters, Taylor & Francis Journals, vol. 1(10), pages 172-174.
  2. 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.
  3. 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.
  4. Ariél Pakes & Zvi Griliches, 1984. "Estimating Distributed Lags in Short Panels with an Application to the Specification of Depreciation Patterns and Capital Stock Constructs," Review of Economic Studies, Oxford University Press, vol. 51(2), pages 243-262.
  5. Richard Spady & Sami Stouli, 2018. "Simultaneous mean-variance regression," CeMMAP working papers CWP25/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  6. John J. Beggs, 1988. "Diagnostic Testing in Applied Econometrics," The Economic Record, The Economic Society of Australia, vol. 64(2), pages 81-101, June.
  7. 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.
  8. 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.
  9. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
  10. 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.
  11. 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.
  12. 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.
  13. Durlauf, Steven N. & Kourtellos, Andros & Tan, Chih Ming, 2021. "The Great Gatsby Curve," SocArXiv mrw9y, Center for Open Science.
  14. Joshua D. Angrist & Jorn-Steffen Pischke, 2019. "Undergraduate econometrics instruction: through our classes, darkly (in Russian)," Quantile, Quantile, issue 14, pages 1-20, June.
  15. 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.
  16. 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.
  17. 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.
  18. 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, vol. 12(1), pages 4-24, February.
  19. 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).
  20. 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.
  21. 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.
  22. José Ferreira Machado & João Santos Silva, 2001. "Identification with Averaged Data and Implications for Hedonic Regression Studies," Working Papers w200110, Banco de Portugal, Economics and Research Department.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. Christophe Bontemps & Grayham E. Mizon, 2008. "Encompassing: Concepts and Implementation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(s1), pages 721-750, December.
  31. 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.
  32. Steffen Andersen & Glenn Harrison & Arne Hole & Morten Lau & E. Rutström, 2012. "Non-linear mixed logit," Theory and Decision, Springer, vol. 73(1), pages 77-96, July.
  33. Beat Reber & Bob Berry & Steve Toms, 2005. "Firm resources and quality signalling: evidence from UK initial public offerings," Applied Financial Economics, Taylor & Francis Journals, vol. 15(8), pages 575-586.
  34. Shihao Gu & Bryan Kelly & Dacheng Xiu, 2020. "Empirical Asset Pricing via Machine Learning," Review of Financial Studies, Society for Financial Studies, vol. 33(5), pages 2223-2273.
  35. 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.
  36. Kesavan, Thulasiram, 1988. "Monte Carlo experiments of market demand theory," ISU General Staff Papers 198801010800009854, Iowa State University, Department of Economics.
  37. 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.
  38. 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.
  39. 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.
  40. 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.
  41. 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).
  42. Kline, Patrick & Santos, Andres, 2012. "Higher order properties of the wild bootstrap under misspecification," Journal of Econometrics, Elsevier, vol. 171(1), pages 54-70.
  43. 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.
  44. Preyra, Colin & Pink, George, 2006. "Scale and scope efficiencies through hospital consolidations," Journal of Health Economics, Elsevier, vol. 25(6), pages 1049-1068, November.
  45. David B. Humphrey & Lawrence B. Pulley, 1991. "Scope economies: fixed costs, complementarity, and functional form," Working Paper 91-03, Federal Reserve Bank of Richmond.
  46. Masato Nishiwaki & Hyoeg Ug Kwon, 2013. "Are Losers Picked? An Empirical Analysis of Capacity Divestment and Production Reallocation in the Japanese Cement Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 61(2), pages 430-467, June.
  47. Lee, David S. & Card, David, 2008. "Regression discontinuity inference with specification error," Journal of Econometrics, Elsevier, vol. 142(2), pages 655-674, February.
  48. Diewert, Walter E & Wales, Terence J, 1987. "Flexible Functional Forms and Global Curvature Conditions," Econometrica, Econometric Society, vol. 55(1), pages 43-68, January.
  49. Beggs, John J, 1988. "Diagnostic Testing in Applied Econometrics," The Economic Record, The Economic Society of Australia, vol. 64(185), pages 81-101, June.
  50. 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).
  51. 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).
  52. Inoue, Atsushi, 2002. "Identifying the sign of the slope of a monotonic function via OLS," Economics Letters, Elsevier, vol. 75(3), pages 419-424, May.
  53. 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.
  54. Evren Ors, 2004. "Postmortem on the Federal Reserve's Functional Cost Analysis Program: how useful was the FCA?," Review of Financial Economics, John Wiley & Sons, vol. 13(1-2), pages 121-148.
  55. Lavergne, Pascal & Bertail, Patrice, 2020. "Bootstrapping Quasi Likelihood Ratio Tests under Misspecification," TSE Working Papers 20-1102, Toulouse School of Economics (TSE).
  56. 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.
  57. Bierens, H.J., 1988. "Nonlinear regression with discrete explanatory variables," Serie Research Memoranda 0061, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
  58. 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.
  59. 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.
  60. 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.
  61. 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.
  62. 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 Businesss School.
  63. 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.
  64. J.A. Bikker & D.E. van der Linde, 2015. "The Optimum Size of Local Public Administration," Working Papers 15-05, Utrecht School of Economics.
  65. 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.
  66. 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.
  67. Michael Creel, 2008. "Some possible pitfalls of parametric inference (in Russian)," Quantile, Quantile, issue 4, pages 1-6, March.
  68. 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.
  69. 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.
  70. Barsky R. & Bound J. & Charles K.K. & Lupton J.P., 2002. "Accounting for the Black-White Wealth Gap: A Nonparametric Approach," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 663-673, September.
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  72. 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.
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  126. 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.
  127. 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.
  128. 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.
  129. Livanis, Grigorios & Moss, Charles B., 2006. "Quasi-fixity and multiproduct firms," Economics Letters, Elsevier, vol. 93(2), pages 228-234, November.
  130. 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.
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  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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