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Information about:
Rob Hyndman

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Personal Details

First Name: Rob
Middle Name:
Last Name: Hyndman
Suffix:

RePEc Short-ID: phy3

Email:
Homepage: http://www.robhyndman.info
Postal Address: Department of Econometrics & Business Statistics Monash University Victoria 3800 Australia
Phone:

Affiliation

(in no particular order)

Lists

This author is among the top 5% authors according to these criteria:
  1. Number of Abstract Views in RePEc Services over the past 12 months
  2. Number of Downloads through RePEc Services over the past 12 months
  3. Number of Abstract Views in RePEc Services over the past 12 months, Weighted by Number of Authors
  4. Number of Downloads through RePEc Services over the past 12 months, Weighted by Number of Authors
This author is editor of the following NEP reports, which disseminate new research in a particular field:
  1. Forecasting (subscribe)
This author is featured on the following reading lists or publication compilations:
  1. NEP editors

Works

| Working papers | Articles | Editor | Access and download statistics | Citations (if any)| NEP Fields |
Download all references for this author: available formats: HTML, plain text, BibTeX, RIS (EndNote), ReDIF

Working papers

  1. Pim Ouwehand & Rob J. Hyndman & Ton G. de Kok & Karel H. van Donselaar, 2007. "A state space model for exponential smoothing with group seasonality," Monash Econometrics and Business Statistics Working Papers 7/07, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  2. Muhammad Akram & Rob J. Hyndman & J. Keith Ord, 2007. "Non-linear exponential smoothing and positive data," Monash Econometrics and Business Statistics Working Papers 14/07, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  3. George Athanasopoulos & Roman A. Ahmed & Rob J. Hyndman, 2007. "Hierarchical forecasts for Australian domestic tourism," Monash Econometrics and Business Statistics Working Papers 12/07, Monash University, Department of Econometrics and Business Statistics, revised Nov 2007. [Downloadable!]

  4. Rob J. Hyndman & Roman A. Ahmed & George Athanasopoulos, 2007. "Optimal combination forecasts for hierarchical time series," Monash Econometrics and Business Statistics Working Papers 9/07, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  5. Rob J. Hyndman & Yeasmin Khandakar, 2007. "Automatic time series forecasting: the forecast package for R," Monash Econometrics and Business Statistics Working Papers 6/07, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  6. Ashton de Silva & Rob J. Hyndman & Ralph D. Snyder, 2007. "The vector innovation structural time series framework: a simple approach to multivariate forecasting," Monash Econometrics and Business Statistics Working Papers 3/07, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  7. George Athanasopoulos & Rob J. Hyndman, 2006. "Modelling and forecasting Australian domestic tourism," Monash Econometrics and Business Statistics Working Papers 19/06, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  8. Heather Booth & Rob J Hyndman & Leonie Tickle & Piet de Jong, 2006. "Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions," Monash Econometrics and Business Statistics Working Papers 13/06, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]
    Published as:

  9. Rob J Hyndman & Heather Booth, 2006. "Stochastic population forecasts using functional data models for mortality, fertility and migration," Monash Econometrics and Business Statistics Working Papers 14/06, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  10. Jae Kim & Param Silvapulle & Rob J. Hyndman, 2006. "Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach," Monash Econometrics and Business Statistics Working Papers 11/06, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]
    Published as:

  11. Rob J Hyndman & Muhammad Akram, 2006. "Some Nonlinear Exponential Smoothing Models are Unstable," Monash Econometrics and Business Statistics Working Papers 3/06, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  12. Azhong Ye & Rob J Hyndman & Zinai Li, 2006. "Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity," Monash Econometrics and Business Statistics Working Papers 8/06, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  13. Denny Meyer & Rob J. Hyndman, 2005. "Rating Forecasts for Television Programs," Monash Econometrics and Business Statistics Working Papers 1/05, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  14. Rob J. Hyndman & Md. Shahid Ullah, 2005. "Robust forecasting of mortality and fertility rates: a functional data approach," Monash Econometrics and Business Statistics Working Papers 2/05, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]
    Published as:

  15. Bircan Erbas & Rob J. Hyndman & Dorota M. Gertig, 2005. "Forecasting age-specific breast cancer mortality using functional data models," Monash Econometrics and Business Statistics Working Papers 3/05, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  16. Rob J. Hyndman & Anne B. Koehler, 2005. "Another Look at Measures of Forecast Accuracy," Monash Econometrics and Business Statistics Working Papers 13/05, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]
    Published as:

  17. Jan G. De Gooijer & Rob J. Hyndman, 2005. "25 Years of IIF Time Series Forecasting: A Selective Review," Monash Econometrics and Business Statistics Working Papers 12/05, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]
    Other versions:

  18. J Keith Ord & Ralph D Snyder & Anne B Koehler & Rob J Hyndman & Mark Leeds, 2005. "Time Series Forecasting: The Case for the Single Source of Error State Space," Monash Econometrics and Business Statistics Working Papers 7/05, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  19. Phillip Gould & Anne B. Koehler & Farshid Vahid-Araghi & Ralph D. Snyder & J. Keith Ord & Rob J. Hyndman, 2004. "Forecasting Time-Series with Correlated Seasonality," Monash Econometrics and Business Statistics Working Papers 28/04, Monash University, Department of Econometrics and Business Statistics, revised Oct 2005. [Downloadable!]

  20. Xibin Zhang & Maxwell L. King & Rob J. Hyndman, 2004. "Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC," Monash Econometrics and Business Statistics Working Papers 9/04, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]
    Other versions:

  21. Lydia Shenstone & Rob J. Hyndman, 2003. "Stochastic models underlying Croston's method for intermittent demand forecasting," Monash Econometrics and Business Statistics Working Papers 1/03, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]
    Published as:

  22. Md B. Billah & R.J. Hyndman & A.B. Koehler, 2003. "Empirical Information Criteria for Time Series Forecasting Model Selection," Monash Econometrics and Business Statistics Working Papers 2/03, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  23. Rob J. Hyndman & Muhammad Akram & Blyth Archibald, 2003. "Invertibility Conditions for Exponential Smoothing Models," Monash Econometrics and Business Statistics Working Papers 3/03, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  24. Peter G. Hall & Rob J. Hyndman & Yanan Fan, 2003. "Non Parametric Confidence Intervals for Receiver Operating Characteristic Curves," Monash Econometrics and Business Statistics Working Papers 12/03, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  25. Rob J Hyndman & Maxwell L. King & Ivet Pitrun & Baki Billah, 2002. "Local Linear Forecasts Using Cubic Smoothing Splines," Monash Econometrics and Business Statistics Working Papers 10/02, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  26. Ralph D. Snyder & Anne B. Koehler & Rob J. Hyndman & J. Keith Ord, 2002. "Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand," Monash Econometrics and Business Statistics Working Papers 3/02, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  27. Peter Hall & Rob J. Hyndman, 2002. "An Improved Method for Bandwidth Selection when Estimating ROC Curves," Monash Econometrics and Business Statistics Working Papers 11/02, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  28. Hyndman, R.J. & Erbas, B., 2001. "Statistical Methodological Issues in Studies of Air Pollution and Respiratory Disease," Monash Econometrics and Business Statistics Working Papers 6/2001, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  29. Hyndman, R.J. & Billah, B., 2001. "Unmasking the Theta Method," Monash Econometrics and Business Statistics Working Papers 5/2001, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]
    Published as:

  30. Racine, J & Hyndman, R.J., 2001. "Using R to Teach Econometrics," Monash Econometrics and Business Statistics Working Papers 10/2001, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]
    Published as:

  31. Hyndman, R.J. & Koehler, A.B. & Ord, J.K. & Snyder, R.D., 2001. "Prediction Intervals for Exponential Smoothing State Space Models," Monash Econometrics and Business Statistics Working Papers 11/2001, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  32. Cai, T. & Hyndman, R.J. & Wand, M.P., 2000. "Mixed Model-Based Hazard Estimation," Monash Econometrics and Business Statistics Working Papers 11/2000, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  33. Hyndman, R.J. & Koehler, A.B. & Snyder, R.D. & Grose, S., 2000. "A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods," Monash Econometrics and Business Statistics Working Papers 9/2000, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]
    Published as:

  34. Hyndman, R.J. & Grunwald, G.K., 1999. "Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall," Monash Econometrics and Business Statistics Working Papers 2/99, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  35. Fraccaro, R. & Hyndman, R. & Veevers, A., 1998. "Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression," Monash Econometrics and Business Statistics Working Papers 12/98, Monash University, Department of Econometrics and Business Statistics.

  36. Hyndman, R.J. & Yao, Q., 1998. "Nonparametric Estimation and Symmetry Tests for Conditional Density Functions," Monash Econometrics and Business Statistics Working Papers 17/98, Monash University, Department of Econometrics and Business Statistics. [Downloadable!]

  37. Bashtannyk, D.M. & Hyndman, R.J., 1998. "Bandwidth Selection for Kernel Conditional Density Estimation," Monash Econometrics and Business Statistics Working Papers 16/98, Monash University, Department of Econometrics and Business Statistics.
    Published as:

  38. Hyndman, R.J. & Wand, M.P. (1996), . "Nonparametric autocovariance function estimation," Statistics Working Paper _006, Australian Graduate School of Management.

Articles

  1. Rob J. Hyndman & Andrey V. Kostenko, 2007. "Minimum Sample Size requirements for Seasonal Forecasting Models," Foresight: The International Journal of Applied Forecasting, International Institute of Forecasters, issue 6, pages 12-15, Spring. [Downloadable!]

  2. Kim, Jae H. & Silvapulle, Param & Hyndman, Rob J., 2007. "Half-life estimation based on the bias-corrected bootstrap: A highest density region approach," Computational Statistics & Data Analysis, Elsevier, vol. 51(7), pages 3418-3432, April. [Downloadable!] (restricted)
    Other versions:

  3. Hyndman, Rob J. & Shahid Ullah, Md., 2007. "Robust forecasting of mortality and fertility rates: A functional data approach," Computational Statistics & Data Analysis, Elsevier, vol. 51(10), pages 4942-4956, June. [Downloadable!] (restricted)
    Other versions:

  4. Hyndman, Rob J. & Koehler, Anne B., 2006. "Another look at measures of forecast accuracy," International Journal of Forecasting, Elsevier, vol. 22(4), pages 679-688. [Downloadable!] (restricted)
    Other versions:

  5. Heather Booth & Rob J. Hyndman & Leonie Tickle & Piet de Jong, 2006. "Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 15(9), pages 289-310, October. [Downloadable!]
    Other versions:

  6. Hyndman, Rob J. & Ord, J. Keith, 2006. "Twenty-five years of forecasting," International Journal of Forecasting, Elsevier, vol. 22(3), pages 413-414. [Downloadable!] (restricted)

  7. De Gooijer, Jan G. & Hyndman, Rob J., 2006. "25 years of time series forecasting," International Journal of Forecasting, Elsevier, vol. 22(3), pages 443-473. [Downloadable!] (restricted)

  8. Rob J. Hyndman, 2006. "Another Look at Forecast Accuracy Metrics for Intermittent Demand," Foresight: The International Journal of Applied Forecasting, International Institute of Forecasters, issue 4, pages 43-46, June. [Downloadable!]

  9. Zhang, Xibin & King, Maxwell L. & Hyndman, Rob J., 2006. "A Bayesian approach to bandwidth selection for multivariate kernel density estimation," Computational Statistics & Data Analysis, Elsevier, vol. 50(11), pages 3009-3031, July. [Downloadable!] (restricted)

  10. Rob J. Hyndman & Lydia Shenstone, 2005. "Stochastic models underlying Croston's method for intermittent demand forecasting," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 24(6), pages 389-402. [Downloadable!]
    Other versions:

  11. Anne B. Koehler & Rob J. Hyndman & Ralph D. Snyder & J. Keith Ord, 2005. "Prediction intervals for exponential smoothing using two new classes of state space models," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 24(1), pages 17-37. [Downloadable!]

  12. Hyndman, Rob J., 2005. "Editorial," International Journal of Forecasting, Elsevier, vol. 21(1), pages 1-1. [Downloadable!] (restricted)

  13. Snyder, Ralph D. & Koehler, Anne B. & Hyndman, Rob J. & Ord, J. Keith, 2004. "Exponential smoothing models: Means and variances for lead-time demand," European Journal of Operational Research, Elsevier, vol. 127(2), pages 444-455, October. [Downloadable!] (restricted)

  14. Hyndman, Rob J., 2004. "The interaction between trend and seasonality," International Journal of Forecasting, Elsevier, vol. 20(4), pages 561-563. [Downloadable!] (restricted)

  15. Hyndman, Rob J. & Billah, Baki, 2003. "Unmasking the Theta method," International Journal of Forecasting, Elsevier, vol. 19(2), pages 287-290. [Downloadable!] (restricted)
    Other versions:

  16. Jeff Racine & Rob Hyndman, 2002. "Using R to teach econometrics," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(2), pages 175-189. [Downloadable!]
    Other versions:

  17. Hyndman, Rob J. & Koehler, Anne B. & Snyder, Ralph D. & Grose, Simone, 2002. "A state space framework for automatic forecasting using exponential smoothing methods," International Journal of Forecasting, Elsevier, vol. 18(3), pages 439-454. [Downloadable!] (restricted)
    Other versions:

  18. Bashtannyk, David M. & Hyndman, Rob J., 2001. "Bandwidth selection for kernel conditional density estimation," Computational Statistics & Data Analysis, Elsevier, vol. 36(3), pages 279-298, May. [Downloadable!] (restricted)
    Other versions:

  19. Grunwald, Gary K. & Hyndman, Rob J., 1998. "Smoothing non-Gaussian time series with autoregressive structure," Computational Statistics & Data Analysis, Elsevier, vol. 28(2), pages 171-191, August. [Downloadable!] (restricted)

  20. Brockwell, P. J. & Hyndman, R. J., 1992. "On continuous-time threshold autoregression," International Journal of Forecasting, Elsevier, vol. 8(2), pages 157-173, October. [Downloadable!] (restricted)

Editor

  1. International Journal of Forecasting, Elsevier.
  2. Australian & New Zealand Journal of Statistics, Australian Statistical Publishing Association Inc..

NEP Fields

35 papers by this author were announced in NEP, and specifically in the following field reports (number of papers):
  1. NEP-CMP: Computational Economics (1) 2003-08-17
  2. NEP-CUL: Cultural Economics (1) 2005-04-03
  3. NEP-ECM: Econometrics (27) 2002-04-25 2002-04-25 2002-04-25 2002-08-10 2002-11-04 2003-02-15 2003-04-24 2003-08-17 2004-05-02 2004-10-30 2004-12-20 2005-02-13 2005-02-13 2005-04-03 2005-04-16 2005-05-23 2005-05-23 2006-01-24 2006-05-27 2006-07-21 2006-07-21 2006-07-21 2006-10-28 2007-05-19 2007-06-23 2007-08-08 2007-11-24 Author is listed
  4. NEP-ETS: Econometric Time Series (21) 2002-04-25 2002-04-25 2002-04-25 2002-04-25 2002-04-25 2002-07-31 2003-02-10 2003-04-21 2004-05-02 2004-10-30 2004-12-20 2005-04-16 2005-05-23 2005-05-23 2006-01-24 2006-07-21 2007-05-19 2007-06-23 2007-06-23 2007-08-08 2007-11-24 Author is listed
  5. NEP-FOR: Forecasting (10) 2006-01-24 2006-07-21 2006-07-21 2006-10-28 2007-05-19 2007-06-23 2007-06-23 2007-08-08 2007-09-16 2007-11-24 Author is listed
  6. NEP-HEA: Health Economics (4) 2005-02-13 2005-02-13 2006-07-21 2006-07-21
  7. NEP-HIS: Business, Economic & Financial History (1) 2005-05-23
  8. NEP-HPE: History & Philosophy of Economics (1) 2005-05-23
  9. NEP-IFN: International Finance (1) 2007-05-19
  10. NEP-PKE: Post Keynesian Economics (1) 2003-02-10
  11. NEP-RES: Resource Economics (1) 2002-04-15
  12. NEP-RMG: Risk Management (2) 2003-02-10 2003-04-21
  13. NEP-TUR: Tourism Economics (2) 2006-10-28 2007-09-16
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This page was last updated on 2008-6-29.

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