Most Cited Papers/Books [Statistics]

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Curated by: Subasish Das

Statistics Papers
45,043 Nonparametric estimation from incomplete observations E.L. Kaplan   P. Meir
40,685 Maximum likelihood from incomplete data via the EM algorithm A.P. Dempster   N.M. Laird   D.B. Rubin
30,766 Statistical methods for assessing agreement between two methods of clinical measurement J.M. Bland   D.G. Altman
17,883 Fast algorithms for mining association rules R. Agrawal   R. Srikant
16,865 Support Vector Networks V.N. Vapnik
15,721 Mining association rules between sets of items in large databases R. Agrawal  T. Imieliński   A. Swami
14,834 Common method biases in behavioral research: a critical review of the literature and recommended remedies P.M. Podsakoff  S.B. MacKenzie   J.Y. Lee  N.P. Podsakoff
13,895 A fast and elitist multiobjective genetic algorithm: NSGA-II Kalyanmoy Deb  Amrit Pratap Sameer Agarwal  T. Meyarivan
12,624 Regression shrinkage and selection via the lasso R. Tibshirani
12,060 Measuring inconsistency in meta-analyses J.P. Higgins   S.G. Thompson   J.J. Deeks  D.G. Altman
11,524 Bootstrap methods: another look at the jackknife B. Efron
10,890 Latent dirichlet allocation D.M. Blei   A.Y. Ng   M.I. Jordan  R. Tibshirani
10,119 Data Clustering: A Review A.K. Jain   M.N. Murty   P.J. Flynn
7,564 Statistical parametric maps in functional imaging: a general linear approach K.J.Friston   A.P. Holmes   K.J.Worsley  J.P.Poline  C.D. Frith  R.S.J. Frackowiak
6,432 A training algorithm for optimal margin classifiers B.E. Boser   I.M. Guyon   V.N. Vapnik
6,432 lme4: Linear mixed-effects models using S4 classes s D. Bates   M. Maechler   B. Bolker
5,917 Mining frequent patterns without candidate generation Jiawei Han   Jian Pei   Yiwen Yin
5,706 Nonlinear component analysis as a kernel eigenvalue problem B.Schölkopf   A. Smola   K.R. Müller
5,331 Statistical pattern recognition: A review A.K. Jain   R.P.W. Duin   J. Mao
4,972 Upper and lower probabilities induced by a multivalued mapping A.P. Dempster
4,875 A tutorial on support vector regression Alex J Smola Bernhard Schölkopf
4,827 Least Angle Regression B. Efron   T. Hastie   I. Johnstone  R. Tibshirani
4,470 Additive logistic regression: a statistical view of boosting J. Friedman   T. Hastie   R. Tibshirani
Statistics Books
55,917 Statistical Learning Theory V.N. Vapnik
28,372 An introduction to the bootstrap R. Tibshirani
22,913 Neural networks for pattern recognition Christopher M. Bishop
22,820 The elements of statistical learning R. Tibshirani
16,940 Statistical analysis with missing data D.B. Rubin
15,944 Pattern recognition and machine learning Christopher M. Bishop
14,705 Bayesian data analysis D.B. Rubin
14,445 Practical statistics for medical research D.G. Altman
11,633 Generalized Additive Models R. Tibshirani
10,234 Multiple imputation for nonresponse in surveys D.B. Rubin
10,233 Multi-objective optimization using evolutionary algorithms Kalyanmoy Deb