| Principal component analysis for special types of data IT Jolliffe Principal component analysis, 338-372, 2002 | 57533 | 2002 |
| Principal component analysis: a review and recent developments IT Jolliffe, J Cadima Philosophical transactions of the royal society A: Mathematical, Physical …, 2016 | 7783 | 2016 |
| Discarding variables in a principal component analysis. I: Artificial data IT Jolliffe Journal of the Royal Statistical Society Series C: Applied Statistics 21 (2 …, 1972 | 1475 | 1972 |
| Empirical orthogonal functions and related techniques in atmospheric science: A review A Hannachi, IT Jolliffe, DB Stephenson International Journal of Climatology: A Journal of the Royal Meteorological …, 2007 | 1151 | 2007 |
| A note on the use of principal components in regression IT Jolliffe Journal of the Royal Statistical Society Series C: Applied Statistics 31 (3 …, 1982 | 1113 | 1982 |
| A modified principal component technique based on the LASSO IT Jolliffe, NT Trendafilov, M Uddin Journal of computational and Graphical Statistics 12 (3), 531-547, 2003 | 1044 | 2003 |
| Discarding variables in a principal component analysis. II: Real data IT Jolliffe Journal of the Royal Statistical Society Series C: Applied Statistics 22 (1 …, 1973 | 610 | 1973 |
| Loading and correlations in the interpretation of principle compenents J Cadima, IT Jolliffe Journal of applied Statistics 22 (2), 203-214, 1995 | 454 | 1995 |
| Estimating common trends in multivariate time series using dynamic factor analysis AF Zuur, RJ Fryer, IT Jolliffe, R Dekker, JJ Beukema Environmetrics: The Official Journal of the International Environmetrics …, 2003 | 372 | 2003 |
| Statistical inference PH Garthwaite, IT Jolliffe, B Jones Oxford University Press, USA, 2002 | 372 | 2002 |
| Springer series in statistics IT Jolliffe Principal component analysis 29, 912, 2002 | 329 | 2002 |
| Principal component analysis: a beginner's guide—I. Introduction and application IT Jolliffe Weather 45 (10), 375-382, 1990 | 292 | 1990 |
| Principal component analysis R Vidal, Y Ma, SS Sastry, R Vidal, Y Ma, SS Sastry Generalized principal component analysis, 25-62, 2016 | 255 | 2016 |
| Rotation of principal components: choice of normalization constraints IT Jolliffe Journal of Applied Statistics 22 (1), 29-35, 1995 | 255 | 1995 |
| Revised" LEPS" scores for assessing climate model simulations and long-range forecasts JM Potts, CK Folland, IT Jolliffe, D Sexton Journal of Climate, 34-53, 1996 | 206 | 1996 |
| International encyclopedia of statistical science I Jolliffe, M Lovric Principal component analysis, 1094-1096, 2011 | 171 | 2011 |
| Principal component analysis: a beginner's guide—II. Pitfalls, myths and extensions IT Jolliffe Weather 48 (8), 246-253, 1993 | 166 | 1993 |
| Encyclopedia of statistics in behavioral science I Jolliffe American Cancer Society, 2005 | 160 | 2005 |
| A comparison of multivariate outlier detection methods for clinical laboratory safety data KI Penny, IT Jolliffe Journal of the Royal Statistical Society: Series D (The Statistician) 50 (3 …, 2001 | 150 | 2001 |
| Variable selection and the interpretation of principal subspaces JFCL Cadima, IT Jolliffe Journal of agricultural, biological, and environmental statistics 6, 62-79, 2001 | 137 | 2001 |
