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Model averaging for asymptotically optimal combined forecasts. (2023). Liu, Chu-An ; Chen, Yi-Ting.
In: Journal of Econometrics.
RePEc:eee:econom:v:235:y:2023:i:2:p:592-607.

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  1. Ando, T. ; Li, K.-C. A model-averaging approach for high-dimensional regression. 2014 J. Amer. Statist. Assoc.. 109 254-265

  2. Aye, G. ; Gupta, R. ; Hammoudeh, S. ; Kim, W.J. Forecasting the price of gold using dynamic model averaging. 2015 Int. Rev. Financ. Anal.. 41 257-266

  3. Baillie, R.T. Asymptotic prediction mean squared error for vector autoregressive models. 1979 Biometrika. 66 675-678
    Paper not yet in RePEc: Add citation now
  4. Bates, J. ; Granger, C. The combination of forecasts. 1969 Oper. Res. Q.. 20 451-468
    Paper not yet in RePEc: Add citation now
  5. Billio, M. ; Casarin, R. ; Ravazzolo, F. ; Van Dijk, H.K. Time-varying combinations of predictive densities using nonlinear filtering. 2013 J. Econometrics. 177 213-232

  6. Chan, N.H. ; Ing, C.-K. Uniform moment bounds of Fisher’s information with applications to time series. 2011 Ann. Statist.. 39 1526-1550
    Paper not yet in RePEc: Add citation now
  7. Cheng, X. ; Hansen, B.E. Forecasting with factor-augmented regression: A frequentist model averaging approach. 2015 J. Econometrics. 186 280-293

  8. Claeskens, G. ; Hjort, N.L. Model Selection and Model Averaging. 2008 Cambridge University Press:

  9. Claeskens, G. ; Magnus, J.R. ; Vasnev, A.L. ; Wang, W. The forecast combination puzzle: A simple theoretical explanation. 2016 Int. J. Forecast.. 32 754-762

  10. Clark, T.E. ; McCracken, M.W. Nested forecast model comparisons: A new approach to testing equal accuracy. 2015 J. Econometrics. 186 160-177

  11. Clemen, R. Combining forecasts: A review and annotated bibliography. 1989 Int. J. Forecast.. 5 559-583

  12. Diebold, F.X. Serial correlation and the combination of forecasts. 1988 J. Bus. Econom. Statist.. 6 105-111

  13. Diebold, F.X. ; Lopez, J.A. Forecast evaluation and combination. 1996 En : Maddala, G.S. ; Rao, C.R. Handbook of Statistics, Vol. 14. :

  14. Elliott, G. Averaging and the Optimal Combination of Forecasts. 2011 University of California San Diego:
    Paper not yet in RePEc: Add citation now
  15. Elliott, G. ; Gargano, A. ; Timmermann, A. Complete subset regressions. 2013 J. Econometrics. 177 357-373

  16. Elliott, G. ; Timmermann, A. Economic forecasting. 2008 J. Econ. Lit.. 46 3-56

  17. Elliott, G. ; Timmermann, A. Forecasting in economics and finance. 2016 Annu. Rev. Econ.. 8 81-110

  18. Gao, Y. ; Zhang, X. ; Wang, S. ; Zou, G. Model averaging based on leave-subject-out cross-validation. 2016 J. Econometrics. 192 139-151

  19. Geweke, J. ; Amisano, G. Optimal prediction pools. 2011 J. Econometrics. 164 130-141

  20. Granger, C.W.J. Combining forecasts – twenty years later. 1989 J. Forecast.. 8 167-173
    Paper not yet in RePEc: Add citation now
  21. Granger, C.W.J. ; Ramanathan, R. Improved methods of combining forecasts. 1984 J. Forecast.. 3 197-204
    Paper not yet in RePEc: Add citation now
  22. Hall, S.G. ; Mitchell, J. Combining density forecasts. 2007 Int. J. Forecast.. 23 1-13

  23. Hansen, B.E. Efficient shrinkage in parametric models. 2016 J. Econometrics. 190 115-132

  24. Hansen, B.E. Least-squares forecast averaging. 2008 J. Econometrics. 146 342-350

  25. Hansen, B.E. Least-squares model averaging. 2007 Econometrica. 75 1175-1189

  26. Hansen, B.E. Model averaging, asymptotic risk, and regressor groups. 2014 Quant. Econ.. 5 495-530

  27. Hansen, B.E. Multi-Step Forecast Model Selection. 2010 University of Wisconsin-Madison:
    Paper not yet in RePEc: Add citation now
  28. Hansen, B.E. ; Racine, J. Jackknife model averaging. 2012 J. Econometrics. 167 38-46

  29. Hansen, P.R. ; Dumitrescu, E.-I. How should parameter estimation be tailored to the objective?. 2022 J. Econometrics. -

  30. Hirano, K. ; Wright, J.H. Forecasting with model uncertainty: Representations and risk reduction. 2017 Econometrica. 85 617-643

  31. Hjort, N.L. ; Claeskens, G. Frequentist model average estimators. 2003 J. Amer. Statist. Assoc.. 98 879-899
    Paper not yet in RePEc: Add citation now
  32. Hoogerheide, L. ; Kleijn, R. ; Ravazzolo, F. ; Van Dijk, H.K. ; Verbeek, M. Forecast accuracy and economic gains from Bayesian model averaging using time varying weights. 2010 J. Forecast.. 29 251-269

  33. Hsiao, C. ; Wan, S.K. Is there an optimal forecast combination?. 2014 J. Econometrics. 178 294-309

  34. Ing, C.-K. ; Sin, C.-Y. ; Yu, S.-H. Prediction errors in nonstationary autoregressions of infinite order. 2010 Econom. Theory. 26 774-803

  35. Jaganathan, R. ; Ma, T. Risk reduction in large portfolios: Why imposing the wrong constraints helps. 2003 J. Finance. 58 1651-1684

  36. Kapetanios, G. ; Mitchell, J. ; Price, S. ; Fawcett, N. Generalised density forecast combinations. 2015 J. Econometrics. 188 150-165

  37. Lai, T.-L. ; Lee, C.P. Information and prediction criteria for model selection in stochastic regression and ARMA models. 1997 Statist. Sinica. 7 285-309
    Paper not yet in RePEc: Add citation now
  38. Liu, C.-A. Distribution theory of the least-squares averaging estimator. 2015 J. Econometrics. 186 14-159

  39. Liu, C.-A. ; Kuo, B.-S. Model averaging in predictive regressions. 2016 Econom. J.. 19 203-231

  40. Magnus, J. ; Powell, O. ; Prufer, P. A comparison of two model averaging techniques with an application to growth empirics. 2010 J. Econometrics. 154 139-153

  41. Qian, W. ; Rolling, C.A. ; Cheng, G. ; Yang, Y. On the forecast combination puzzle. 2019 Econometrics. 7 -

  42. Ronchetti, E. ; Staudte, R.G. A robust version of Mallows’s Cp. 1994 J. Amer. Statist. Assoc.. 89 550-559
    Paper not yet in RePEc: Add citation now
  43. Rossi, B. Exchange rate predictability. 2013 J. Econ. Lit.. 51 1063-1119

  44. Smith, J. ; Wallis, K.F. A simple explanation of the forecast combination puzzle. 2009 Oxf. Bull. Econ. Stat.. 71 331-355

  45. Steel, M.F.J. Model averaging and its use in economics. 2020 J. Econ. Lit.. 58 644-719

  46. Stock, J.H. ; Watson, M.W. Forecasting with many predictors. 2006 En : Elliott, G. ; Granger, C.W.J. ; Timmermann, A. Handbook of Economic Forecasting, Vol. 1. :

  47. Sun, Y. ; Hong, Y. ; Lee, T.-H. ; Wang, S. ; Zhang, X. Time-varying model averaging. 2021 J. Econometrics. 222 974-992

  48. Terui, N. ; Van Dijk, H.K. Combined forecasts from linear and nonlinear time series models. 2002 Int. J. Forecast.. 18 421-438

  49. Timmermann, A. Forecast combinations. 2006 En : Clements, M.P. ; Hendry, D.F. A Companion to Economic Forecasting. Blackwell: Oxford

  50. Waggoner, D.F. ; Zha, T. Confronting model misspecification in macroeconomics. 2012 J. Econometrics. 171 167-184

  51. Wallis, K.F. Combining forecasts – forty years later. 2011 Appl. Financial Econ.. 21 33-41

  52. Wan, A.T.K. ; Zhang, X. ; Wang, S. Frequentist model averaging for multinomial and ordered logit models. 2014 Int. J. Forecast.. 30 118-128

  53. Wan, A.T.K. ; Zhang, X. ; Zou, G. Least squares model averaging by Mallows criterion. 2010 J. Econometrics. 156 277-283

  54. West, K.D. Asymptotic inference about predictive ability. 1996 Econometrica. 64 1067-1087

  55. West, K.D. ; McCracken, M.W. Regression based tests of predictive ability. 1998 Internat. Econom. Rev.. 39 817-840

  56. White, H. Asymptotitc Theory for Econometricians. 2014 Academic Press: San Diego
    Paper not yet in RePEc: Add citation now
  57. Wright, J.H. Bayesian model averaging and exchange rate forecasts. 2008 J. Econometrics. 146 329-341

  58. Zhang, X. ; Wan, A.T.K. ; Zou, G. Model averaging by jackknife criterion in models with dependent data. 2013 J. Econometrics. 174 82-94

  59. Zhang, X. ; Yu, D. ; Zou, G. ; Liang, H. Optimal model averaging estimation for generalized linear models and generalized linear mixed-effects models. 2016 J. Amer. Statist. Assoc.. 111 1775-1790

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