## Krzanowski, Wojtek Janusz

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 Author ID: krzanowski.wojtek-janusz Published as: Krzanowski, W. J.; Krzanowski, Wojtek J.; Krzanowski, Wojtek; Krzanowski, Wojtek Janusz
 Documents Indexed: 60 Publications since 1975, including 7 Books Co-Authors: 28 Co-Authors with 29 Joint Publications 422 Co-Co-Authors
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### Co-Authors

 30 single-authored 7 Bailey, Trevor C. 7 Hand, David J. 4 Hernandez, Adolfo 3 Everson, Richard M. 3 Fieldsend, Jonathan E. 3 Partridge, Derek 3 Schetinin, Vitaly 2 Kim, Sungsoo 2 Mahat, Nor Idayu 2 Marriott, Francis Henry Charles 1 Ahmed, Syed Ejaz 1 Asparoukhov, Ognian K. 1 Cichocka, Izabela 1 Crowder, Martin J. 1 Ganeshanandam, S. 1 Gower, John C. 1 Hartley, James 1 Jonathan, Philip 1 Kozak, Marcin 1 McCarthy, W. V. 1 Mitchell, Ann F. S. 1 Powell, Kenneth J. 1 Radley, David 1 Sapatinas, Theofanis 1 Thomas, M. R. 1 Trendafilov, Nickolay T. 1 Turner, Heather L. 1 Unkel, Steffen
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### Serials

 7 Biometrics 7 Journal of Classification 6 Computational Statistics and Data Analysis 6 Journal of Applied Statistics 4 Biometrika 4 Journal of the American Statistical Association 2 The Australian Journal of Statistics 2 Journal of the Royal Statistical Society. Series C. Applied Statistics 2 Oxford Statistical Science Series 2 Kendall’s Library of Statistics 2 Advances in Data Analysis and Classification. ADAC 1 Technometrics 1 Statistics & Probability Letters 1 Computational Statistics 1 European Journal of Operational Research 1 Journal of Statistical Computation and Simulation 1 Computers and Mathematics with Applications. Part A 1 Journal of the Royal Statistical Society. Series C. Applied Statistics 1 Mathematical Geology 1 JMMA. Journal of Mathematical Modelling and Algorithms 1 Monographs on Statistics and Applied Probability 1 Modern Applied Science 1 Mathematical Geosciences 1 Statistics and Computing
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### Fields

 57 Statistics (62-XX) 8 Numerical analysis (65-XX) 3 Biology and other natural sciences (92-XX) 2 Geophysics (86-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Probability theory and stochastic processes (60-XX) 1 Computer science (68-XX) 1 Information and communication theory, circuits (94-XX)

### Citations contained in zbMATH Open

53 Publications have been cited 497 times in 380 Documents Cited by Year
Principles of multivariate analysis. A user’s perspective. Zbl 0678.62001
Krzanowski, W. J.
1988
A criterion for determining the number of groups in a data set using sum- of-squares clustering. Zbl 0707.62122
Krzanowski, W. J.; Lai, Y. T.
1988
Discrimination and classification using both binary and continuous variables. Zbl 0322.62075
Krzanowski, W. J.
1975
ROC curves for continuous data. Zbl 1288.62005
Krzanowski, Wojtek J.; Hand, David J.
2009
Between-groups comparison of principal components. Zbl 0459.62042
Krzanowski, W. J.
1979
Distance between populations using mixed continuous and categorical variables. Zbl 0514.62067
Krzanowski, W. J.
1983
Discriminant analysis with singular covariance matrices: Methods and applications to spectroscopic data. Zbl 0821.62032
Krzanowski, W. J.; Jonathan, P.; McCarthy, W. V.; Thomas, M. R.
1995
Mixtures of continuous and categorical variables in discriminant analysis. Zbl 0442.62045
Krzanowski, W. J.
1980
Multivariate analysis. Part 2: Classification, covariance structures and repeated measurements. Zbl 0949.62537
Krzanowski, W. J.; Marriott, F. H. C.
1995
Mixtures of continuous and categorical variables in discriminant analysis: A hypothesis-testing approach. Zbl 0539.62069
Krzanowski, W. J.
1982
Analysis of distance for structured multivariate data and extensions to multivariate analysis of variance. Zbl 0956.62048
Gower, J. C.; Krzanowski, W. J.
1999
The performance of Fisher’s linear discriminant function under non- optimal conditions. Zbl 0358.62043
Krzanowski, W. J.
1977
Optimising $$k$$-means clustering results with standard software packages. Zbl 1429.62244
Hand, David J.; Krzanowski, Wojtek J.
2005
Improved biclustering of microarray data demonstrated through systematic performance tests. Zbl 1429.62267
Turner, Heather; Bailey, Trevor; Krzanowski, Wojtek
2005
Biased estimation in a simple multivariate regression model. Zbl 1429.62183
Ahmed, S. E.; Krzanowski, W. J.
2004
The location model for mixtures of categorical and continuous variables. Zbl 0775.62153
Krzanowski, W. J.
1993
On selecting variables and assessing their performance in linear discriminant analysis. Zbl 0707.62120
Ganeshanandam, S.; Krzanowski, W. J.
1989
Multivariate analysis. Part I. Distributions, ordination and inference. Zbl 0855.62036
Krzanowski, W. J.; Marriott, F. H. C.
1994
The Mahalanobis distance and elliptic distributions. Zbl 0571.62042
Mitchell, Ann F. S.; Krzanowski, Wojtek J.
1985
Assessing error rate estimators: The leave-one-out method reconsidered. Zbl 0877.62063
Krzanowski, W. J.; Hand, D. J.
1997
Detecting multiple outliers in linear regression using a cluster method combined with graphical visualization. Zbl 1197.62100
Kim, Sung-Soo; Krzanowski, W. J.
2007
Between-group comparison of principal components. Some sampling results. Zbl 0507.62056
Krzanowski, W. J.
1982
Between-group analysis with heterogeneous covariance matrices: The common principal component model. Zbl 0714.62051
Krzanowski, W. J.
1990
Nonparametric confidence and tolerance regions in canonical variate analysis. Zbl 0715.62092
1989
Exploratory factor and principal component analyses: some new aspects. Zbl 1322.62043
Trendafilov, Nickolay T.; Unkel, Steffen; Krzanowski, Wojtek
2013
A comparison of discriminant procedures for binary variables. Zbl 1095.62508
Asparoukhov, Ognian K.; Krzanowski, Wojtek J.
2001
Quadratic location discriminant functions for mixed categorical and continuous data. Zbl 0800.62339
Krzanowski, W. J.
1994
A simple method for screening variables before clustering microarray data. Zbl 1453.62127
Krzanowski, Wojtek J.; Hand, David J.
2009
Some linear transformations for mixtures of binary and continuous variables, with particular reference to linear discriminant analysis. Zbl 0397.62041
Krzanowski, W. J.
1979
Simultaneous variable selection and outlier identification in linear regression using the mean-shift outlier model. Zbl 1147.62057
Kim, Sung-Soo; Park, Sung H.; Krzanowski, W. J.
2008
Antedependence models in the analysis of multi-group high-dimensional data. Zbl 0939.62057
Krzanowski, W. J.
1999
Signal detection in underwater sound using wavelets. Zbl 0916.62071
Bailey, Trevor C.; Sapatinas, Theofanis; Powell, Kenneth J.; Krzanowski, Wojtek J.
1998
On the null distribution of distance between two groups, using mixed continuous and categorical variables. Zbl 0558.62021
Krzanowski, W. J.
1984
Principles of multivariate analysis. A user’s perspective. Corrected reprint. Zbl 1116.62058
Krzanowski, Wojtek J.
2003
Biplots for multifactorial analysis of distance. Zbl 1274.62474
Krzanowski, W. J.
2004
On confidence regions in canonical variate analysis. Zbl 0663.62066
Krzanowski, W. J.
1989
Multiple discriminant analysis in the presence of mixed continuous and categorical data. Zbl 0589.62045
Krzanowski, W. J.
1986
Variable selection in discriminant analysis based on the location model for mixed variables. Zbl 1301.62066
Mahat, Nor Idayu; Krzanowski, Wojtek Janusz; Hernandez, Adolfo
2007
Selection of variables, and assessment of their performance, in mixed-variable discriminant analysis. Zbl 0875.62265
Krzanowski, W. J.
1995
Rao’s distance between normal populations that have common principal components. Zbl 0925.62217
Krzanowski, W. J.
1996
An introduction to statistical modelling. Zbl 0968.62001
Krzanowski, Wojtek J.
1998
Ordination in the presence of group structure, for general multivariate data. Zbl 0825.62553
Krzanowski, W. J.
1994
On optimal intervention for customer lifetime value. Zbl 1138.91531
Crowder, Martin; Hand, David J.; Krzanowski, Wojtek
2007
Sensitivity in metric scaling and analysis of distance. Zbl 1091.62121
Krzanowski, W. J.
2006
An overview of approaches to the analysis and modelling of multivariate geostatistical data. Zbl 1321.86011
Bailey, Trevor C.; Krzanowski, Wojtek J.
2012
Canonical representation of the location model for discrimination or classification. Zbl 0335.62040
Krzanowski, W. J.
1976
Subspace projection for multivariate selection problems. Zbl 0899.62082
Krzanowski, W. J.
1998
Estimating classification uncertainty of Bayesian decision tree technique on financial data. Zbl 1269.91034
Schetinin, Vitaly; Fieldsend, Jonathan E.; Partridge, Derek; Krzanowski, Wojtek J.; Everson, Richard M.; Bailey, Trevor C.; Hernandez, Adolfo
2007
Extraction of spatial features using factor methods, illustrated on stream sediment data. Zbl 1332.86012
Krzanowski, W. J.; Bailey, T. C.
2007
A comparison between two distance-based discriminant principles. Zbl 0655.62065
Krzanowski, W. J.
1987
Attribute selection in correspondence analysis of incidence matrices. Zbl 0825.62526
Krzanowski, W. J.
1993
Confidence in classification: a Bayesian approach. Zbl 1336.62184
Krzanowski, Wojtek J.; Bailey, Trevor C.; Partridge, Derek; Fieldsend, Jonathan E.; Everson, Richard M.; Schetinin, Vitaly
2006
Testing the difference between two Kolmogorov-Smirnov values in the context of receiver operating characteristic curves. Zbl 07253863
Krzanowski, Wojtek J.; Hand, David J.
2011
Exploratory factor and principal component analyses: some new aspects. Zbl 1322.62043
Trendafilov, Nickolay T.; Unkel, Steffen; Krzanowski, Wojtek
2013
An overview of approaches to the analysis and modelling of multivariate geostatistical data. Zbl 1321.86011
Bailey, Trevor C.; Krzanowski, Wojtek J.
2012
Testing the difference between two Kolmogorov-Smirnov values in the context of receiver operating characteristic curves. Zbl 07253863
Krzanowski, Wojtek J.; Hand, David J.
2011
ROC curves for continuous data. Zbl 1288.62005
Krzanowski, Wojtek J.; Hand, David J.
2009
A simple method for screening variables before clustering microarray data. Zbl 1453.62127
Krzanowski, Wojtek J.; Hand, David J.
2009
Simultaneous variable selection and outlier identification in linear regression using the mean-shift outlier model. Zbl 1147.62057
Kim, Sung-Soo; Park, Sung H.; Krzanowski, W. J.
2008
Detecting multiple outliers in linear regression using a cluster method combined with graphical visualization. Zbl 1197.62100
Kim, Sung-Soo; Krzanowski, W. J.
2007
Variable selection in discriminant analysis based on the location model for mixed variables. Zbl 1301.62066
Mahat, Nor Idayu; Krzanowski, Wojtek Janusz; Hernandez, Adolfo
2007
On optimal intervention for customer lifetime value. Zbl 1138.91531
Crowder, Martin; Hand, David J.; Krzanowski, Wojtek
2007
Estimating classification uncertainty of Bayesian decision tree technique on financial data. Zbl 1269.91034
Schetinin, Vitaly; Fieldsend, Jonathan E.; Partridge, Derek; Krzanowski, Wojtek J.; Everson, Richard M.; Bailey, Trevor C.; Hernandez, Adolfo
2007
Extraction of spatial features using factor methods, illustrated on stream sediment data. Zbl 1332.86012
Krzanowski, W. J.; Bailey, T. C.
2007
Sensitivity in metric scaling and analysis of distance. Zbl 1091.62121
Krzanowski, W. J.
2006
Confidence in classification: a Bayesian approach. Zbl 1336.62184
Krzanowski, Wojtek J.; Bailey, Trevor C.; Partridge, Derek; Fieldsend, Jonathan E.; Everson, Richard M.; Schetinin, Vitaly
2006
Optimising $$k$$-means clustering results with standard software packages. Zbl 1429.62244
Hand, David J.; Krzanowski, Wojtek J.
2005
Improved biclustering of microarray data demonstrated through systematic performance tests. Zbl 1429.62267
Turner, Heather; Bailey, Trevor; Krzanowski, Wojtek
2005
Biased estimation in a simple multivariate regression model. Zbl 1429.62183
Ahmed, S. E.; Krzanowski, W. J.
2004
Biplots for multifactorial analysis of distance. Zbl 1274.62474
Krzanowski, W. J.
2004
Principles of multivariate analysis. A user’s perspective. Corrected reprint. Zbl 1116.62058
Krzanowski, Wojtek J.
2003
A comparison of discriminant procedures for binary variables. Zbl 1095.62508
Asparoukhov, Ognian K.; Krzanowski, Wojtek J.
2001
Analysis of distance for structured multivariate data and extensions to multivariate analysis of variance. Zbl 0956.62048
Gower, J. C.; Krzanowski, W. J.
1999
Antedependence models in the analysis of multi-group high-dimensional data. Zbl 0939.62057
Krzanowski, W. J.
1999
Signal detection in underwater sound using wavelets. Zbl 0916.62071
Bailey, Trevor C.; Sapatinas, Theofanis; Powell, Kenneth J.; Krzanowski, Wojtek J.
1998
An introduction to statistical modelling. Zbl 0968.62001
Krzanowski, Wojtek J.
1998
Subspace projection for multivariate selection problems. Zbl 0899.62082
Krzanowski, W. J.
1998
Assessing error rate estimators: The leave-one-out method reconsidered. Zbl 0877.62063
Krzanowski, W. J.; Hand, D. J.
1997
Rao’s distance between normal populations that have common principal components. Zbl 0925.62217
Krzanowski, W. J.
1996
Discriminant analysis with singular covariance matrices: Methods and applications to spectroscopic data. Zbl 0821.62032
Krzanowski, W. J.; Jonathan, P.; McCarthy, W. V.; Thomas, M. R.
1995
Multivariate analysis. Part 2: Classification, covariance structures and repeated measurements. Zbl 0949.62537
Krzanowski, W. J.; Marriott, F. H. C.
1995
Selection of variables, and assessment of their performance, in mixed-variable discriminant analysis. Zbl 0875.62265
Krzanowski, W. J.
1995
Multivariate analysis. Part I. Distributions, ordination and inference. Zbl 0855.62036
Krzanowski, W. J.; Marriott, F. H. C.
1994
Quadratic location discriminant functions for mixed categorical and continuous data. Zbl 0800.62339
Krzanowski, W. J.
1994
Ordination in the presence of group structure, for general multivariate data. Zbl 0825.62553
Krzanowski, W. J.
1994
The location model for mixtures of categorical and continuous variables. Zbl 0775.62153
Krzanowski, W. J.
1993
Attribute selection in correspondence analysis of incidence matrices. Zbl 0825.62526
Krzanowski, W. J.
1993
Between-group analysis with heterogeneous covariance matrices: The common principal component model. Zbl 0714.62051
Krzanowski, W. J.
1990
On selecting variables and assessing their performance in linear discriminant analysis. Zbl 0707.62120
Ganeshanandam, S.; Krzanowski, W. J.
1989
Nonparametric confidence and tolerance regions in canonical variate analysis. Zbl 0715.62092
1989
On confidence regions in canonical variate analysis. Zbl 0663.62066
Krzanowski, W. J.
1989
Principles of multivariate analysis. A user’s perspective. Zbl 0678.62001
Krzanowski, W. J.
1988
A criterion for determining the number of groups in a data set using sum- of-squares clustering. Zbl 0707.62122
Krzanowski, W. J.; Lai, Y. T.
1988
A comparison between two distance-based discriminant principles. Zbl 0655.62065
Krzanowski, W. J.
1987
Multiple discriminant analysis in the presence of mixed continuous and categorical data. Zbl 0589.62045
Krzanowski, W. J.
1986
The Mahalanobis distance and elliptic distributions. Zbl 0571.62042
Mitchell, Ann F. S.; Krzanowski, Wojtek J.
1985
On the null distribution of distance between two groups, using mixed continuous and categorical variables. Zbl 0558.62021
Krzanowski, W. J.
1984
Distance between populations using mixed continuous and categorical variables. Zbl 0514.62067
Krzanowski, W. J.
1983
Mixtures of continuous and categorical variables in discriminant analysis: A hypothesis-testing approach. Zbl 0539.62069
Krzanowski, W. J.
1982
Between-group comparison of principal components. Some sampling results. Zbl 0507.62056
Krzanowski, W. J.
1982
Mixtures of continuous and categorical variables in discriminant analysis. Zbl 0442.62045
Krzanowski, W. J.
1980
Between-groups comparison of principal components. Zbl 0459.62042
Krzanowski, W. J.
1979
Some linear transformations for mixtures of binary and continuous variables, with particular reference to linear discriminant analysis. Zbl 0397.62041
Krzanowski, W. J.
1979
The performance of Fisher’s linear discriminant function under non- optimal conditions. Zbl 0358.62043
Krzanowski, W. J.
1977
Canonical representation of the location model for discrimination or classification. Zbl 0335.62040
Krzanowski, W. J.
1976
Discrimination and classification using both binary and continuous variables. Zbl 0322.62075
Krzanowski, W. J.
1975
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### Cited by 682 Authors

 20 Krzanowski, Wojtek Janusz 8 Ahmed, Syed Ejaz 8 Leung, Chi-Ying 7 Trendafilov, Nickolay T. 7 Volkovich, Vladimir E. 6 de Leon, Alexander R. 6 Van Mechelen, Iven 5 Gower, John C. 4 Avros, Renata 4 Barzily, Zeev 4 Hand, David J. 4 Kim, Hea-Jung 4 le Roux, Niël J. 4 Melnykov, Volodymyr 4 Oller, Josep M. 4 Schott, James R. 4 Toledano-Kitai, Dvora 4 Weber, Gerhard-Wilhelm 3 Albers, Casper J. 3 Bailey, Trevor C. 3 Bouveyron, Charles 3 Brusco, Michael J. 3 Carriere, Keumhee Chough 3 Ceulemans, Eva 3 Chitsaz, Shabnam 3 Cuadras, Carles M. 3 Fang, Yixin 3 Fortiana, Josep 3 González-Manteiga, Wenceslao 3 Hernandez, Adolfo 3 McNicholas, Paul D. 3 Mkhadri, Abdallah 3 Schenker, Nathaniel 3 Steinley, Douglas L. 3 Tangian, Andranik S. 3 Verdonck, Tim 3 Wang, Junhui 3 Zhang, Biao 3 Zhu, Xuwen 2 Adachi, Kohei 2 Adams, Niall M. 2 Anderson, Carolyn Jane 2 Baesens, Bart 2 Balakrishnan, Narayanaswamy 2 Bradshaw, David J. 2 Calabrese, Raffaella 2 Calvo, Miquel 2 Chekouo, Thierry 2 Cho, Meehyung 2 Ciampi, Antonio 2 Demidenko, Eugene 2 Depril, Dirk 2 Fanjul-Hevia, Arís 2 Filzmoser, Peter 2 Gardner-Lubbe, Sugnet 2 Girard, Stéphane 2 Greenwood, Mark C. 2 Groenen, Patrick J. F. 2 Jokiel-Rokita, Alicja 2 Jolliffe, Ian T. 2 Jun, Chi-Hyuck 2 Kim, Sungsoo 2 Lee, Jeonghwa 2 Leisch, Friedrich 2 Liao, Li-Zhi 2 Macías, Rodrigo 2 Maitra, Ranjan 2 Mitchell, Ann F. S. 2 Murphy, Thomas Brendan 2 Murúa, Alejandro E. 2 Muttlak, Hassen A. 2 Nakas, Christos T. 2 Nasroallah, Abdelaziz 2 Ng, Michael Kwok-Po 2 Pagès, Jérôme 2 Pardo-Fernández, Juan Carlos 2 Pardo, Leandro 2 Peña, Daniel 2 Pensky, Marianna 2 Pulit, Michał 2 Qannari, El-Mostafa 2 Robinson, John 2 Roy, Anuradha 2 Schepers, Jan 2 Schmid, Cordelia 2 Tiku, Moti Lal 2 Velilla, Santiago 2 Vera, José Fernando 2 Vichi, Maurizio 2 Vigneau, Evelyne 2 Villarroya, Angel 2 Wilderjans, Tom Frans 2 Zhang, Dong 2 Zhang, Lei-Hong 2 Zografos, Konstantinos G. 1 Abrahamowicz, Michal 1 Aerts, Marc 1 Airola, Antti 1 Al-Kandari, Noriah M. A. 1 Al-Momani, Marwan A. ...and 582 more Authors
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### Cited in 90 Serials

 51 Computational Statistics and Data Analysis 23 Journal of Multivariate Analysis 19 Journal of Classification 19 Communications in Statistics. Theory and Methods 18 Journal of Applied Statistics 14 Communications in Statistics. Simulation and Computation 14 Pattern Recognition 13 Biometrics 13 Journal of Statistical Computation and Simulation 11 Advances in Data Analysis and Classification. ADAC 10 Journal of Statistical Planning and Inference 10 Statistics & Probability Letters 10 Computational Statistics 9 Psychometrika 7 European Journal of Operational Research 7 Statistical Analysis and Data Mining 6 The Canadian Journal of Statistics 6 Test 5 Computers and Mathematics with Applications. Part A 5 The Annals of Applied Statistics 5 Statistics and Computing 4 Biometrical Journal 4 Statistical Papers 3 Applied Mathematics and Computation 3 International Statistical Review 3 Machine Learning 3 Bernoulli 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Journal of the Korean Statistical Society 3 Mathematical Geosciences 2 Biological Cybernetics 2 Annals of the Institute of Statistical Mathematics 2 Journal of Computational and Applied Mathematics 2 Statistics 2 Neural Networks 2 Journal of Nonparametric Statistics 2 Journal of the Royal Statistical Society. Series C. Applied Statistics 2 Statistical Methods and Applications 2 Journal of Statistical Theory and Practice 2 Bayesian Analysis 2 Japanese Journal of Statistics and Data Science 1 Artificial Intelligence 1 Discrete Applied Mathematics 1 Journal of Mathematical Biology 1 Mathematical Biosciences 1 Metrika 1 Scandinavian Journal of Statistics 1 Information Sciences 1 Journal of the American Statistical Association 1 Journal of Econometrics 1 Journal of Mathematical Psychology 1 Journal of Optimization Theory and Applications 1 Kybernetika 1 Metron 1 Theoretical Computer Science 1 Insurance Mathematics & Economics 1 Revue de Statistique Appliquée 1 International Journal of Production Research 1 American Journal of Mathematical and Management Sciences 1 Social Choice and Welfare 1 Information and Computation 1 International Journal of Approximate Reasoning 1 Journal of Global Optimization 1 Automation and Remote Control 1 International Journal of Computer Mathematics 1 Proceedings of the National Academy of Sciences of the United States of America 1 Computational Optimization and Applications 1 Numerical Linear Algebra with Applications 1 International Journal of Computer Vision 1 The Journal of Artificial Intelligence Research (JAIR) 1 Journal of Computational Neuroscience 1 Computational Geosciences 1 CEJOR. Central European Journal of Operations Research 1 Applied Stochastic Models in Business and Industry 1 International Journal of Modern Physics C 1 Mathematical Geology 1 Statistical Modelling 1 JMMA. Journal of Mathematical Modelling and Algorithms 1 North American Actuarial Journal 1 International Journal of Wavelets, Multiresolution and Information Processing 1 Statistical Methodology 1 Journal of Zhejiang University. Science A 1 Computational & Mathematical Methods in Medicine 1 AStA. Advances in Statistical Analysis 1 Electronic Journal of Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Sankhyā. Series A 1 European Actuarial Journal 1 International Journal of Advances in Engineering Sciences and Applied Mathematics 1 Journal de la Société Française de Statistique & Revue de Statistique Appliquée
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### Cited in 20 Fields

 337 Statistics (62-XX) 72 Numerical analysis (65-XX) 42 Computer science (68-XX) 21 Biology and other natural sciences (92-XX) 18 Operations research, mathematical programming (90-XX) 15 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 7 Probability theory and stochastic processes (60-XX) 6 Geophysics (86-XX) 5 Combinatorics (05-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 2 General and overarching topics; collections (00-XX) 2 History and biography (01-XX) 2 Systems theory; control (93-XX) 1 Number theory (11-XX) 1 Real functions (26-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Differential geometry (53-XX) 1 Information and communication theory, circuits (94-XX)