Ian T. Jolliffe
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Ian T. Jolliffe's AcademicInfluence.com Rankings
Ian T. Jolliffemathematics Degrees
Mathematics
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#6790
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Statistics
#273
World Rank
#332
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Mathematics
Ian T. Jolliffe's Degrees
- PhD Statistics University of Aberdeen
- Bachelors Mathematics University of Aberdeen
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(Suggest an Edit or Addition)Ian T. Jolliffe's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Principal Component Analysis (2002) (17498)
- A User's Guide to Principal Components. (1991) (4461)
- Principal component analysis: a review and recent developments (2016) (3780)
- Forecast verification : a practitioner's guide in atmospheric science (2011) (1535)
- Discarding Variables in a Principal Component Analysis. I: Artificial Data (1972) (897)
- Empirical orthogonal functions and related techniques in atmospheric science: A review (2007) (879)
- A Modified Principal Component Technique Based on the LASSO (2003) (862)
- A Note on the Use of Principal Components in Regression (1982) (816)
- Principal Component Analysis and Factor Analysis (1986) (657)
- Introduction to Multiple Time Series Analysis (1993) (619)
- Discarding Variables in a Principal Component Analysis. Ii: Real Data (1973) (523)
- Principal Components in Regression Analysis (1986) (344)
- Estimating common trends in multivariate time series using dynamic factor analysis (2003) (295)
- Analysis of Climate Variability. Applications of Statistical Techniques (1997) (288)
- Springer series in statistics (1986) (252)
- Rotation of principal components: choice of normalization constraints (1995) (202)
- Revised “LEPS” Scores for Assessing Climate Model Simulations and Long-Range Forecasts (1996) (168)
- PRINCIPAL COMPONENT ANALYSIS: A BEGINNER'S GUIDE — I. Introduction and application (1990) (164)
- Principal component analysis: A beginner's guide — II. Pitfalls, myths and extensions (1993) (110)
- A comparison of multivariate outlier detection methods for clinical laboratory safety data (2001) (110)
- Generalizations and Adaptations of Principal Component Analysis (1986) (107)
- Variable selection and the interpretation of principal subspaces (2001) (106)
- Uncertainty and Inference for Verification Measures (2007) (103)
- Principal Component Analysis for Special Types of Data (1986) (101)
- Equitability Revisited: Why the ''Equitable Threat Score'' Is Not Equitable (2010) (95)
- Rotation of principal components: Some comments (1987) (95)
- A Method for Comparing Two Hierarchical Clusterings: Comment (1983) (92)
- Two Extra Components in the Brier Score Decomposition (2008) (82)
- Choosing a Subset of Principal Components or Variables (1986) (82)
- Rotation of ill-defined principal components (1989) (82)
- Fitting mixtures of von Mises distributions: a case study involving sudden infant death syndrome (2003) (76)
- Graphical Representation of Data Using Principal Components (1986) (75)
- In search of simple structures in climate: simplifying EOFs (2006) (74)
- Canonical Correspondence Analysis (2004) (69)
- Variable selection and interpretation in correlation principal components (2005) (67)
- Early detection of the start of the wet season in semiarid tropical climates of western Africa (2001) (65)
- Spatial Weighting and Iterative Projection Methods for EOFs (2009) (65)
- DALASS: Variable selection in discriminant analysis via the LASSO (2007) (61)
- Projected gradient approach to the numerical solution of the SCoTLASS (2006) (59)
- VARIABLE SELECTION AND INTERPRETATION OF COVARIANCE PRINCIPAL COMPONENTS (2001) (59)
- 10. Exploratory and Multivariate Data Analysis (1993) (56)
- ON RELATIONSHIPS BETWEEN UNCENTRED AND COLUMN-CENTRED PRINCIPAL COMPONENT ANALYSIS (2009) (52)
- Evaluating Rank Histograms Using Decompositions of the Chi-Square Test Statistic (2008) (50)
- Independent Component Analysis of Climate Data: A New Look at EOF Rotation (2009) (47)
- Influential observations in principal component analysis:a case study (1988) (44)
- The Simplified Component Technique: An Alternative to Rotated Principal Components (2000) (43)
- SIZE- AND SHAPE-RELATED PRINCIPAL COMPONENT ANALYSIS (1996) (40)
- Factor Analysis, Overview (2005) (38)
- Comparison of Variety Means Using Cluster Analysis and Dendrograms (1989) (33)
- Simplified EOFs - three alternatives to rotation (2002) (32)
- Does the North Atlantic current affect spatial distribution of whiting? Testing environmental hypotheses using statistical and GIS techniques (2002) (32)
- A framework for benchmarking of homogenisation algorithm performance on the global scale (2014) (30)
- REPRESENTATION OF DAILY RAINFALL DISTRIBUTIONS USING NORMALIZED RAINFALL CURVES (1996) (30)
- FORECASTERS' FORUM Comments on "Discussion of Verification Concepts in Forecast Verification: A Practitioner's Guide in Atmospheric Science" (2005) (30)
- Some recent developments in cluster analysis (2010) (28)
- A clustering approach to interpretable principal components (2013) (27)
- The impenetrable hedge: a note on propriety, equitability and consistency (2008) (26)
- A Cautionary Note on Artificial Examples of EOFs (2003) (25)
- Proper Scores for Probability Forecasts Can Never Be Equitable (2008) (24)
- Influence in Correspondence Analysis (1992) (23)
- Mathematical and Statistical Properties of Population Principal Components (1986) (22)
- Calibration of Probabilistic Forecasts of Binary Events (2009) (22)
- Seasonal variation in sudden infant death syndrome and bronchiolitis--a common mechanism? (1996) (22)
- Seasonality of type 1 diabetes mellitus in children and its modification by weekends and holidays: retrospective observational study (2004) (19)
- Identifying influential observations in hierarchical cluster analysis (1995) (19)
- Multivariate outlier detection applied to multiply imputed laboratory data. (1999) (19)
- Utilising Clusters: A Case-Study Involving the Elderly (1982) (19)
- A simulation study of the use of principal components in linear discriminant analysis (1996) (17)
- Seasonality of sudden infant death syndrome in mainland Britain and Ireland 1985–95 (1998) (16)
- Sample Sizes and the Central Limit Theorem: The Poisson Distribution as an Illustration (1995) (16)
- Variable selection and interpretation in canonical correlation analysis (1997) (16)
- Bounded Bivariate Distributions with Nearly Normal Marginals (1996) (15)
- Early detection of the start of the wet season in tropical climates (1994) (15)
- Time series modelling of surface pressure data (1998) (14)
- Principal Components as a Small Number of Interpretable Variables: Some Examples (1986) (14)
- Comparison of Cluster Analyses of the English Personal Social Services Authorities (1986) (13)
- Higher incidence of SIDS at weekends, especially in younger infants (2004) (12)
- A 50-year personal journey through time with principal component analysis (2021) (11)
- The Dice co‐efficient: a neglected verification performance measure for deterministic forecasts of binary events (2016) (11)
- Month of birth as an independent variable in the sudden infant death syndrome. (1997) (10)
- Independent Component Analysis for Three-Way Data With an Application From Atmospheric Science (2011) (10)
- The influence of a single observation on some standard test statistics (1993) (10)
- ASSESSMENT OF LONG‐RANGE FORECASTS (1975) (8)
- Independent exploratory factor analysis with application to atmospheric science data (2010) (8)
- Quasi‐periodic meteorological series and second‐order autoregressive processes (1983) (8)
- Combination and Calibration Methods for Probabilistic Forecasts of Binary Events (2008) (7)
- Seasonality, but not prevalence of sudden infant death syndrome varies by region in mainland Britain. (1999) (7)
- Comments on: Assessing probabilistic forecasts of multivariate quantities, with an application to ensemble predictions of surface winds (2008) (7)
- Assessment of descriptive weather forecasts (1997) (7)
- Variable selection for discriminant analysis of fish sounds using matrix correlations (2005) (6)
- Assessing and reporting the quality of commercial weather forecasts (2008) (6)
- Modelling memory in coal tits: an illustration of the EM algorithm. (1997) (6)
- P stands for … (2004) (6)
- Classifications of the elderly population (1982) (6)
- Mathematical and Statistical Properties of Sample Principal Components (1986) (6)
- Modelling seasonally varying data: A case study for Sudden Infant Death Syndrome (SIDS) (2006) (5)
- Benchmarking the performance of homogenization algorithms on synthetic daily temperature data (2021) (4)
- Statistics: Problems and solutions (1988) (4)
- Outlier Detection, Influential Observations and Robust Estimation of Principal Components (1986) (4)
- Principal Components Used with Other Multivariate Techniques (1986) (4)
- Behaviour of verification measures for deterministic binary forecasts with respect to random changes and thresholding (2017) (4)
- Comments on “H. L. Wagner’s Unbiased Hit Rate and the Assessment of Categorical Forecasting Accuracy” (2014) (3)
- Probability forecasts with observation error: what should be forecast? (2017) (3)
- Concepts for benchmarking of homogenisation algorithm performance on the global scale (2014) (3)
- Large Falls of Rain in Wales - a Simple Statistical Case Study (1983) (3)
- Epilogue: New Directions in Forecast Verification (2012) (3)
- Principal component analysis applied to harbour porpoise fatty acid data (2007) (3)
- Use of generalized additive modelling techniques to create synthetic daily temperature networks for benchmarking homogenization algorithms (2018) (3)
- Comments on the paper by Lawrence and Lewis: "Modelling and Residual Analysis of Nonlinear Autoregressive Time Series in Exponential Variables " (1985) (1)
- Lengths of very warm and very cold spells at Edgbaston (1990) (1)
- An Example of Instability in the Sample Median (1999) (1)
- Latent Variable Models and Factor Analysis (1989) (1)
- Rainfall modelling (2002) (1)
- Eigenvalues and eigenvectors in statistics (2014) (1)
- Runs Tests For Detecting Dependence Between Two Variables (1981) (1)
- Statistical Methods in Diagnostic Medicine (2003) (1)
- A useful reparameterization for second‐order autoregressive processes (1979) (1)
- Sensitivity of the χ2 Goodness‐of‐Fit Test to the Choice of Classes (2004) (0)
- Data Summarisation and Goodness-of-Fit (2000) (0)
- Dark data: Why what you don’t know mattersDavid J.Hand, (2020). Princeton, NJ: Princeton University Press. xii + 330pp. ISBN 9780691182377 (2021) (0)
- Statistics: Problems and SolutionsSecond Edition (2000) (0)
- The error worlds of the global benchmarks for the International Surface Temperature Initiative (ISTI) (2018) (0)
- Some comments on ten Berge, J. M. F. & Kiers, H. A. L. (1996). Optimality criteria for principal component analysis and generalizations (1997) (0)
- RESEARCH ARTICLE A clustering approach to interpretable principal components (2012) (0)
- Measures of association for two-way contingency tables: two case studies (1987) (0)
- Statistical Ecology: A Population Perspective (2016) (0)
- Modeling Data with a Single Subspace (2014) (0)
- An Introduction to Probability Theory and Statistical Applications (1986) (0)
- Detection of weekly cycles in atmospheric data (2017) (0)
- The Development of Heat Health Watch Warning Systems for Five European Cities: Results From the European Union PHEWE Project (2004) (0)
- Analysis of Structured Data (2000) (0)
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What Schools Are Affiliated With Ian T. Jolliffe?
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