Photo of Prof Ian Jolliffe

Prof Ian Jolliffe


Copyright Notice: Any articles made available for download are for personal use only. Any other use requires prior permission of the author and the copyright holder.

| 2017 | 2016 | 2014 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 |


  • Jolliffe IT Probability forecasts with observation error: what should be forecast?, Met. Apps, pp 276-278, vol. 24
  • Jolliffe, IT Detection of weekly cycles in atmospheric data, Met. Apps, vol. 24
  • Manzato A. and Jolliffe IT Behaviour of verification measures for deterministic binary forecasts with respect to random changing and thresholding, Q. J. R. Meteorol. Soc, vol. 142


  • Jolliffe, IT The Dice coefficient: A neglected verification performance measure for deterministic forecasts of binary events, Met. Apps, pp 89-90, vol. 23
  • Jolliffe, IT. and Cadima, J Principal component analysis: a review and recent developments, Phil. Trans. Roy. Soc. A - Math. Phys. Eng. Sci, , vol. 374, Issue 2065,Article 20150202


  • Jolliffe IT. and Stephenson DB Comments on "H. L. Wagner's unbiased hit rate and the assessment of categorical forecasting accuracy", Weather and Forecasting, pp 763-764, vol. 29
  • Willett, K., Williams, C., Jolliffe, I., Lund, R., Alexander, LV., Bronnimann, S., Vincent, LA., Easterbrook, S., Venema, VKC., Berry, D., Warren, RE., Lopardo, G., Auchmann, R., Aguilar, E., Menne, MJ., Gallagher, C., Hausfather, Z., and two others. Concepts for benchmarking of homogenisation algorithm performance on the global scale, Geosci. Instru. Meth. and Data Syst, pp 187-200, vol. 3


  • Enki, DG., Trendafilov, NT. and Jolliffe IT A clustering approach to interpretable principal components, J. Appl. Statistics, pp 583-599, vol. 40
  • Jolliffe, IT. and Stephenson, DB Forecast verification A practitioner\'s guide in atmospheric science, Second edition


  • Jolliffe I. T. Principal component analysis, M. Lovric (Ed.), International Encyclopedia of Statistical Science, Springer, pp 1094-1096
  • Thorne, PW., Willett, KM., Allan, RJ., Bojinski, S., Christy, JR., Fox, N., Gilbert, S., Jolliffe, IT., Kennedy, JJ., Kent, E., Klein Tank, A., Lawrimore, J., Parker, DE., Rayner, N., Simmons, A., Song L., Stott, PA. and Trewin B. Guiding the creation of a comprehensive surface temperature resource for twenty-first-century climate science, Bull. Amer. Met. Soc, pp ES40-ES47, vol. 92
  • Unkel, S, Trendafilov, NT., Hannachi, A. and Jolliffe, IT Independent component analysis for three-way data with an application from atmospheric science, J. Agric. Biol. Environ. Statistics, pp 319-338, vol. 16


  • Jolliffe, I. T. and Philipp, A. Some recent developments in cluster analysis, Physics and Chemistry of the Earth, pp 309-315, vol. 35
  • Robin J Hogan, Christopher A T Ferro, Ian T Jolliffe, David B Stephenson Equitability revisited: Why the "equitable threat score" is not equitable , Weather and Forecasting, pp 710-726, vol. 25
  • Unkel, S., Trendafilov, N. T., Hannachi, A and Jolliffe, I. T Independent exploratory factor analysis with application to atmospheric science data, Journal of Applied Statistics, pp 1847-1862, vol. 37



  • Jolliffe I. T Comment on: Assessing probabilistic forecasts of multivariate quantities, with an application to ensemble predictions of surface winds, Test, pp 249-250, vol. 17
  • Jolliffe IT The impenetrable hedge: a note on propriety, equitability and consistency, Meteorological Applications, pp 25-29, vol. 15
  • Jolliffe, IT and Stephenson, DB Proper scores for probability forecasts can never be equitable, Monthly Weather Review, pp 1505-1510, vol. 136
  • Jolliffe, IT. and Primo, C Evaluating rank histograms using decompositions of the chi-square test statistic, Monthly Weather Review, pp 2133-2139, vol. 136
  • Mailier, P.J., Jolliffe, I.T. and Stephenson, D.B Assessing and reporting the quality of commercial weather forecasts, Meteorological Applications, pp 423-429, vol. 15
  • Stephenson, D.B., Coelho, C.A.S. and Jolliffe, I.T Two extra components in the Brier Score Decomposition, Weather and Forecasting, pp 752-757, vol. 23


  • Claude, J., Jolliffe, I.T., Zuur, A.F., Ieno, E.N. and Smith, G.M Multivariate analayses of morphometric turtle data - size and shape, Analysing Ecological Data, (authors A. F. Zuur, E. N. Ieno and G. M. Smith), Springer, New York, pp 529-546
  • Hannachi, A., Jolliffe, I.T. and Stephenson, D.B Empirical orthogonal functions and related techniques in atmospheric science: A review, Int. J. Climatology, pp 1119-1152, vol. 27
  • Jolliffe, I.T Uncertainty and inference for verification measures, Wea. and Forecasting, pp 637-650, vol. 22
  • Jolliffe, I.T., Learmonth, J.A., Pierce, G.J., Santos, M.B., Trendafilov, N., Zuur, A.F., Ieno, E.N. and Smith, G.M Principal component analysis applied to harbour porpoise fatty acid data, Analysing Ecological Data, (authors A. F. Zuur, E. N. Ieno and G. M. Smith), Springer, New York, pp 515-527
  • Trendafilov, N.T. and Jolliffe, I.T DALASS: Variable selection in discriminant analysis via the LASSO, Comp. Stat. Data Anal, pp 3718-3736, vol. 51


  • Hannachi, A., Jolliffe, I.T., Stephenson, D.B. and Trendafilov, N In search of simple structures in climate: Simplifying EOFs, Int. J. Climatology, pp 7-28, vol. 26
  • Mailier, P.J., Jolliffe, I.T. and Stephenson, D.B Quality of Weather Forecasts: Review and Recommendations, Royal Meteorological Society Project Report, pp 89
  • McGregor, G., Kassomenos, P., de'Donato, F., Blazejczyk, K., Cengar, T., Huth, R., Jolliffe, I., Jendritzky, G., Koppe, C. and Paldy, A The development of heat health watch warning systems for five European cities: Results from the European union PHEWE project, Epidemiology, vol. 17(6):S86-S86 Suppl. S
  • Mooney, J.A., Jolliffe, I.T. and Helms, P.J Modelling seasonally varying data: A case study for sudden infant death syndrome (SIDS) data, J. Appl. Stat, pp 535-547, vol. 33
  • Trendafilov, N.T. and Jolliffe, I.T Projected gradient approach to the numerical solution of the SCoTLASS, Comp. Stat. Data Anal, pp 242-253, vol. 50


  • Al-Kandari, N.M. and Jolliffe, I.T Variable selection and interpretation in correlation principal components, Environmetrics, pp 659-672, vol. 16
  • Jolliffe, I.T Eigenvalues/eigenvectors, B. S.Everitt and D. C. Howell, Encyclopedia of Statistics in Behavioral Science, Wiley, New York, pp 542-543, vol. 2
  • Jolliffe, I.T Principal component analysis, B. S. Everitt and D. C. Howell, Encyclopedia of Statistics in Behavioral Science, Wiley, New York, pp 1580-1584, vol. 3
  • Jolliffe, I.T. and Stephenson, D.B Comments on "Discussion of Verification Concepts in Forecast Verification: A Practitioner\'s Guide in Atmospheric Science", Weather and Forecasting, pp 796-800, vol. 20
  • Wood, M., Jolliffe, I.T. and Horgan, G.W Variable selection for discriminant analysis of fish sounds using matrix correlation, J. Agri. Biol. Envir. Statistics, pp 321-336, vol. 10


  • Jolliffe, I.T. P stands for .., Weather, pp 77-79, vol. 59
  • Mooney, J.A. and Jolliffe, I.T Sensitivity of the chi-squared goodness-of-fit test to the choice of classes, Teaching Statistics, pp 23-24, vol. 26
  • Mooney, J.A., Helms, P.J. and Jolliffe, I.T Higher incidence of SIDS at weekends especially in younger infants, Arch. Dis. Child, pp 670-672, vol. 8
  • Mooney, J.A., Helms, P.J., Jolliffe, I.T. and Smail, P Seasonality of Type 1 diabetes mellitus in children and its modification by weekends and holidays: retrospective observational study, Arch. Dis. Child, pp 970-973, vol. 89


  • Jolliffe, I.T A cautionary note on artificial examples of EOFs, J. Clim, pp 1084-1086, vol. 16
  • Jolliffe, I.T. and Stephenson, D.B Forecast Verification: A Practitioner\'s Guide in Atmospheric Science, Wiley and Sons, Chichester
  • Jolliffe, I.T., Trendafilov, N.T., and Uddin, M A modified principal component component technique based on the LASSO, J. Comput. Graph. Stat, pp 531-547, vol. 12
  • Mooney, J.A., Helms, P.J. and Jolliffe, I.T Fitting mixtures of von Mises distributions: a case study involving sudden infant death syndrome, Comput. Stat. Data Anal, pp 505-513, vol. 41
  • Zuur, A.F., Fryer, R.J., Jolliffe, I.T., Dekker, R. and Beukema, J.J Estimating common trends in multivariate time series using dynamic factor analysis, Environmetrics, pp 665-685, vol. 14


  • Garthwaite, P.H., Jolliffe, I.T. and Jones, B Statistical Inference, Oxford University Press, Oxford, vol. 2nd edition
  • Jolliffe, I.T Principal Component Analysis, Springer, New York
  • Jolliffe, I.T Multivariate statistical methods in atmospheric science, Compte-rendu de la IVeme Journee Statistique IPSL
  • Jolliffe, I.T., Uddin, M. and Vines, S.K Simplified EOFs - three alternatives to rotation, Clim. Res, pp 271-279, vol. 20
  • Zheng, X., Pierce, G.J., Reid, D.G. and Jolliffe, I.T Does the North Atlantic current affect spatial distribution of whiting? Testing environmental hypotheses using statistical and GIS techniques, ICES J. Mar. Sci, pp 239-253, vol. 59


  • Al-Kandari, N.M. and Jolliffe, I.T Variable selection and interpretation of covariance principal components, Commun. Stat.-Simul. Comput, pp 339-354, vol. 30
  • Cadima, J.F.C.L. and Jolliffe, I.T Variable selection and the interpretation of principal subspaces, J. Agric. Biol. Environ. Stat, pp 62-79, vol. 6
  • Dodd, D.E.S. and Jolliffe, I.T Early detection of the start of the wet season in semiarid tropical climates of Western Africa, Int. J. Climatol, pp 1251-1262, vol. 21
  • Penny, K.I. and Jolliffe, I.T A comparison of multivariate outlier detection methods for clinical laboratory safety data, J. R. Stat. Soc. Ser. D-Stat, pp 295-308, vol. 50

Showing 58 publications from UDB2.