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Author ID: breiman.leo Recent zbMATH articles by "Breiman, Leo"
Published as: Breiman, Leo; Breiman, L.
External Links: MGP · Wikidata · Math-Net.Ru · dblp · GND · IdRef
Documents Indexed: 62 Publications since 1957, including 6 Books
Biographic References: 9 Publications
Co-Authors: 21 Co-Authors with 19 Joint Publications
356 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

59 Publications have been cited 4,912 times in 3,938 Documents Cited by Year
Classification and regression trees. Zbl 0541.62042
Breiman, Leo; Friedman, Jerome H.; Olshen, Richard A.; Stone, Charles J.
1984
Random forests. Zbl 1007.68152
Breiman, Leo
944
2001
Bagging predictors. Zbl 0858.68080
Breiman, Leo
602
1996
Probability. Zbl 0174.48801
Breiman, Leo
362
1968
Estimating optimal transformations for multiple regression and correlation. Zbl 0594.62044
Breiman, Leo; Friedman, Jerome H.
217
1985
Heuristics of instability and stabilization in model selection. Zbl 0867.62055
Breiman, Leo
199
1996
On some limit theorems similar to the arc-sin law. Zbl 0147.37004
Breiman, L.
184
1965
Better subset regression using the nonnegative garrote. Zbl 0862.62059
Breiman, Leo
167
1995
Arcing classifiers. (With discussion). Zbl 0934.62064
Breiman, Leo
110
1998
Statistical modeling: The two cultures. (With comments and a rejoinder). Zbl 1059.62505
Breiman, Leo
107
2001
Probability. Zbl 0753.60001
Breiman, Leo
87
1992
Optimal gambling systems for favorable games. Zbl 0109.36803
Breiman, L.
71
1961
Variable kernel estimates of multivariate densities. Zbl 0379.62023
Breiman, Leo; Meisel, William; Purcell, Edward
69
1977
Predicting multivariate responses in multiple linear regression. Zbl 0897.62068
Breiman, Leo; Friedman, Jerome H.
66
1997
Stacked regressions. Zbl 0849.68104
Breiman, Leo
62
1996
The individual ergodic theorem of information theory. Zbl 0078.31801
Breiman, Leo
55
1957
Hinging hyperplanes for regression, classification, and function approximation. Zbl 0793.62031
Breiman, Leo
47
1993
A deterministic algorithm for global optimization. Zbl 0807.90103
Breiman, Leo; Cutler, Adele
45
1993
Sums of functions of nearest neighbor distances, moment bounds, limit theorems and a goodness of fit test. Zbl 0502.62045
Bickel, Peter J.; Breiman, Leo
38
1983
The strong law of large numbers for a class of Markov chains. Zbl 0104.11901
Breiman, Leo
35
1960
The little bootstrap and other methods for dimensionality selection in regression: X-fixed prediction error. Zbl 0850.62518
Breiman, Leo
34
1992
Archetypal analysis. Zbl 0804.62002
Cutler, Adele; Breiman, Leo
33
1994
How many variables should be entered in a regression equation? Zbl 0513.62068
Breiman, L.; Freedman, D.
29
1983
Using iterated bagging to debias regressions. Zbl 1052.68109
Breiman, Leo
23
2001
Discriminant analysis and clustering. Panel on discriminant analysis, classification, and clustering. Zbl 0955.62588
Gnanadesikan, Ramanathan; Blashfield, Roger K.; Breiman, Leo; Dunn, Olive J.; Friedman, Jerome H.
20
1989
Robust confidence bounds for extreme upper quantiles. Zbl 0775.62117
Breiman, Leo; Stone, Charles J.; Kooperberg, Charles
20
1990
Investment policies for expanding businesses optimal in a longrun sense. Zbl 0114.12401
Breiman, L.
17
1960
The \(\Pi\) method for estimating multivariate functions from noisy data. (With discussion). Zbl 0742.62037
Breiman, Leo
17
1991
Population theory for boosting ensembles. Zbl 1105.62308
Breiman, Leo
17
2004
A delicate law of the iterated logarithm for non-decreasing stable processes. Zbl 0192.55401
Breiman, L.
17
1969
On the tail behavior of sums of independent random variables. Zbl 0339.60050
Breiman, Leo
17
1967
The capacities of certain channel classes under random coding. Zbl 0119.13805
Blackwell, D.; Breiman, L.; Thomasian, A. J.
16
1960
Technical note: Some properties of splitting criteria. Zbl 0849.68095
Breiman, Leo
15
1996
Consistent estimates and zero-one sets. Zbl 0223.62029
Breiman, Leo; Le Cam, Lucien; Schwartz, Lorraine
13
1964
First exit times from a square root boundary. Zbl 0241.60035
Breiman, Leo
12
1967
The capacity of a class of channels. Zbl 0104.11604
Blackwell, David; Breiman, Leo; Thomasian, A. J.
12
1959
Randomizing outputs to increase prediction accuracy. Zbl 0962.68143
Breiman, Leo
12
2000
Fitting additive models to regression data. Diagnostics and alternative views. Zbl 0937.62613
Breiman, Leo
12
1993
Correction to ”The individual ergodic theorem of information theory”. Zbl 0092.34001
Breiman, Leo
11
1960
On achieving channel capacity in finite-memory channels. Zbl 0094.12605
Breiman, Leo
11
1960
Stopping-rule problems. Zbl 0192.25605
Breiman, L.
10
1964
The Poisson tendency in traffic distribution. Zbl 0117.13701
Breiman, L.
9
1963
Comparing automatic smoothers (a public service enterprise). Zbl 0775.62089
Breiman, Leo; Peters, Steve
8
1992
Statistics: With a view toward applications. Zbl 0289.62001
Breiman, Leo
8
1973
Probability and stochastic processes: With a view toward applications. Zbl 0246.60033
Breiman, Leo
6
1969
Correction to ’A delicate law of the iterated logarithm for non- decreasing stable processes’. Zbl 0207.48601
Breiman, L.
5
1970
On the completeness of order statistics. Zbl 0101.12201
Bell, C. B.; Blackwell, David; Breiman, Leo
5
1960
General estimates of the intrinsic variability of data in nonlinear regression models. Zbl 0336.62069
Breiman, L.; Meisel, W. S.
5
1976
Convergence properties of a learning algorithm. Zbl 0125.09904
Breiman, L.; Wurtele, Z. S.
4
1964
On some probability distributions occurring in traffic flow. Zbl 0115.13404
Breiman, L.
4
1962
Proof of Shannon’s transmission theorem for finite-state indecomposable channels. Zbl 0096.10901
Blackwell, David; Breiman, Leo; Thomasian, A. J.
4
1958
Combining predictors. Zbl 0932.68073
Breiman, L.
3
1999
On a simple estimation procedure for censored regression models with known error distributions. Zbl 0790.62026
Breiman, Leo; Tsur, Yacov; Zemel, Amos
2
1993
On transient Markov chains with application to the uniqueness problem for Markov processes. Zbl 0078.31703
Breiman, Leo
2
1957
Transient atomic Markov chains with a denumerable number of states. Zbl 0087.13503
Breiman, Leo
2
1958
Bias-variance, regularization, instability and stabilization. Zbl 0927.62069
Breiman, Leo
2
1999
A note on minimax filtering. Zbl 0265.60042
Breiman, Leo
1
1973
An elementary theorem concerning stationary ergodic processes. Zbl 0107.34804
Breiman, L.
1
1958
Nail finders, edifices, and Oz. Zbl 1373.62019
Breiman, Leo
1
1985
Population theory for boosting ensembles. Zbl 1105.62308
Breiman, Leo
17
2004
Random forests. Zbl 1007.68152
Breiman, Leo
944
2001
Statistical modeling: The two cultures. (With comments and a rejoinder). Zbl 1059.62505
Breiman, Leo
107
2001
Using iterated bagging to debias regressions. Zbl 1052.68109
Breiman, Leo
23
2001
Randomizing outputs to increase prediction accuracy. Zbl 0962.68143
Breiman, Leo
12
2000
Combining predictors. Zbl 0932.68073
Breiman, L.
3
1999
Bias-variance, regularization, instability and stabilization. Zbl 0927.62069
Breiman, Leo
2
1999
Arcing classifiers. (With discussion). Zbl 0934.62064
Breiman, Leo
110
1998
Predicting multivariate responses in multiple linear regression. Zbl 0897.62068
Breiman, Leo; Friedman, Jerome H.
66
1997
Bagging predictors. Zbl 0858.68080
Breiman, Leo
602
1996
Heuristics of instability and stabilization in model selection. Zbl 0867.62055
Breiman, Leo
199
1996
Stacked regressions. Zbl 0849.68104
Breiman, Leo
62
1996
Technical note: Some properties of splitting criteria. Zbl 0849.68095
Breiman, Leo
15
1996
Better subset regression using the nonnegative garrote. Zbl 0862.62059
Breiman, Leo
167
1995
Archetypal analysis. Zbl 0804.62002
Cutler, Adele; Breiman, Leo
33
1994
Hinging hyperplanes for regression, classification, and function approximation. Zbl 0793.62031
Breiman, Leo
47
1993
A deterministic algorithm for global optimization. Zbl 0807.90103
Breiman, Leo; Cutler, Adele
45
1993
Fitting additive models to regression data. Diagnostics and alternative views. Zbl 0937.62613
Breiman, Leo
12
1993
On a simple estimation procedure for censored regression models with known error distributions. Zbl 0790.62026
Breiman, Leo; Tsur, Yacov; Zemel, Amos
2
1993
Probability. Zbl 0753.60001
Breiman, Leo
87
1992
The little bootstrap and other methods for dimensionality selection in regression: X-fixed prediction error. Zbl 0850.62518
Breiman, Leo
34
1992
Comparing automatic smoothers (a public service enterprise). Zbl 0775.62089
Breiman, Leo; Peters, Steve
8
1992
The \(\Pi\) method for estimating multivariate functions from noisy data. (With discussion). Zbl 0742.62037
Breiman, Leo
17
1991
Robust confidence bounds for extreme upper quantiles. Zbl 0775.62117
Breiman, Leo; Stone, Charles J.; Kooperberg, Charles
20
1990
Discriminant analysis and clustering. Panel on discriminant analysis, classification, and clustering. Zbl 0955.62588
Gnanadesikan, Ramanathan; Blashfield, Roger K.; Breiman, Leo; Dunn, Olive J.; Friedman, Jerome H.
20
1989
Estimating optimal transformations for multiple regression and correlation. Zbl 0594.62044
Breiman, Leo; Friedman, Jerome H.
217
1985
Nail finders, edifices, and Oz. Zbl 1373.62019
Breiman, Leo
1
1985
Classification and regression trees. Zbl 0541.62042
Breiman, Leo; Friedman, Jerome H.; Olshen, Richard A.; Stone, Charles J.
1984
Sums of functions of nearest neighbor distances, moment bounds, limit theorems and a goodness of fit test. Zbl 0502.62045
Bickel, Peter J.; Breiman, Leo
38
1983
How many variables should be entered in a regression equation? Zbl 0513.62068
Breiman, L.; Freedman, D.
29
1983
Variable kernel estimates of multivariate densities. Zbl 0379.62023
Breiman, Leo; Meisel, William; Purcell, Edward
69
1977
General estimates of the intrinsic variability of data in nonlinear regression models. Zbl 0336.62069
Breiman, L.; Meisel, W. S.
5
1976
Statistics: With a view toward applications. Zbl 0289.62001
Breiman, Leo
8
1973
A note on minimax filtering. Zbl 0265.60042
Breiman, Leo
1
1973
Correction to ’A delicate law of the iterated logarithm for non- decreasing stable processes’. Zbl 0207.48601
Breiman, L.
5
1970
A delicate law of the iterated logarithm for non-decreasing stable processes. Zbl 0192.55401
Breiman, L.
17
1969
Probability and stochastic processes: With a view toward applications. Zbl 0246.60033
Breiman, Leo
6
1969
Probability. Zbl 0174.48801
Breiman, Leo
362
1968
On the tail behavior of sums of independent random variables. Zbl 0339.60050
Breiman, Leo
17
1967
First exit times from a square root boundary. Zbl 0241.60035
Breiman, Leo
12
1967
On some limit theorems similar to the arc-sin law. Zbl 0147.37004
Breiman, L.
184
1965
Consistent estimates and zero-one sets. Zbl 0223.62029
Breiman, Leo; Le Cam, Lucien; Schwartz, Lorraine
13
1964
Stopping-rule problems. Zbl 0192.25605
Breiman, L.
10
1964
Convergence properties of a learning algorithm. Zbl 0125.09904
Breiman, L.; Wurtele, Z. S.
4
1964
The Poisson tendency in traffic distribution. Zbl 0117.13701
Breiman, L.
9
1963
On some probability distributions occurring in traffic flow. Zbl 0115.13404
Breiman, L.
4
1962
Optimal gambling systems for favorable games. Zbl 0109.36803
Breiman, L.
71
1961
The strong law of large numbers for a class of Markov chains. Zbl 0104.11901
Breiman, Leo
35
1960
Investment policies for expanding businesses optimal in a longrun sense. Zbl 0114.12401
Breiman, L.
17
1960
The capacities of certain channel classes under random coding. Zbl 0119.13805
Blackwell, D.; Breiman, L.; Thomasian, A. J.
16
1960
Correction to ”The individual ergodic theorem of information theory”. Zbl 0092.34001
Breiman, Leo
11
1960
On achieving channel capacity in finite-memory channels. Zbl 0094.12605
Breiman, Leo
11
1960
On the completeness of order statistics. Zbl 0101.12201
Bell, C. B.; Blackwell, David; Breiman, Leo
5
1960
The capacity of a class of channels. Zbl 0104.11604
Blackwell, David; Breiman, Leo; Thomasian, A. J.
12
1959
Proof of Shannon’s transmission theorem for finite-state indecomposable channels. Zbl 0096.10901
Blackwell, David; Breiman, Leo; Thomasian, A. J.
4
1958
Transient atomic Markov chains with a denumerable number of states. Zbl 0087.13503
Breiman, Leo
2
1958
An elementary theorem concerning stationary ergodic processes. Zbl 0107.34804
Breiman, L.
1
1958
The individual ergodic theorem of information theory. Zbl 0078.31801
Breiman, Leo
55
1957
On transient Markov chains with application to the uniqueness problem for Markov processes. Zbl 0078.31703
Breiman, Leo
2
1957
all top 5

Cited by 7,371 Authors

25 Bühlmann, Peter
21 Mikosch, Thomas
15 Hothorn, Torsten
15 Ishwaran, Hemant
14 Hall, Peter Gavin
13 Boche, Holger
13 Tutz, Gerhard E.
12 Biau, Gérard
12 Larocque, Denis
12 Zou, Hui
11 Boulesteix, Anne-Laure Isabeau
11 Sergeev, Yaroslav Dmitrievich
11 Yang, Weiguo
11 Zhang, Chunxia
11 Zopounidis, Constantin
10 Fan, Jianqing
10 Hashorva, Enkelejd
10 Lausen, Berthold
10 Resnick, Sidney Ira
10 Schmid, Matthias
10 Tang, Qihe
9 Berger, Moritz
9 Davis, Richard A.
9 Evstigneev, Igor V.
9 Kim, Yongdai
9 Li, Runze
9 Marron, James Stephen
9 Meinshausen, Nicolai
9 Siciliano, Roberta
9 Yang, Yang
9 Yang, Yuhong
9 Zhang, Jiangshe
8 Bertsimas, Dimitris John
8 Bickel, Peter John
8 Carrizosa, Emilio
8 Chi, Zhiyi
8 Koo, Ja-Yong
8 Li, Jinzhu
8 Romero Morales, Dolores
8 Scornet, Erwan
8 Shih, Yu-Shan
8 Wager, Stefan
8 Wang, Dingcheng
8 Yuan, Ming
8 Zhang, Hao Helen
8 Zhu, Ji
8 Ziemba, William T.
7 Clarke, Bertrand S.
7 Džeroski, Sašo
7 Friedman, Jerome Harold
7 George, Edward I.
7 Hens, Thorsten
7 Kim, Hea-Jung
7 Liu, Yufeng
7 MacLean, Leonard C.
7 Mojirsheibani, Majid
7 Nötzel, Janis
7 Pakes, Anthony G.
7 Runger, George C.
7 Samworth, Richard J.
7 Sauerbrei, Willi
7 Schenk-Hoppé, Klaus Reiner
7 Strobl, Carolin
7 Su, Xiaogang
7 Tibshirani, Robert John
7 Van der Laan, Mark Johannes
7 Wang, Qihua
7 Wang, Shuning
7 Yang, Jing
7 You, Jinhong
7 Yu, Bin
7 Zeileis, Achim
6 Abellán, Joaquín
6 Antoniadis, Anestis
6 Cai, Minglai
6 Ciampi, Antonio
6 Conversano, Claudio
6 Doumpos, Michael
6 Elouedi, Zied
6 Fan, Juanjuan
6 Gijbels, Irène
6 Györfi, László
6 Hand, David J.
6 Horváth, Lajos
6 Kim, Hyunjoong
6 Kohler, Michael
6 Leng, Chenlei
6 Linton, Oliver Bruce
6 Ma, Shuangge
6 Mola, Francesco
6 Peng, Heng
6 Rosset, Saharon
6 Samorodnitsky, Gennady Pinkhosovich
6 Schumacher, Martin
6 Shi, Zhiyan
6 Van den Poel, Dirk
6 Webb, Geoffrey I.
6 Woodroofe, Michael Barrett
6 Zhang, Riquan
6 Zhang, Wenyang
...and 7,271 more Authors
all top 5

Cited in 488 Serials

266 Computational Statistics and Data Analysis
129 The Annals of Statistics
115 Machine Learning
95 European Journal of Operational Research
90 Pattern Recognition
84 Stochastic Processes and their Applications
80 Journal of Statistical Planning and Inference
79 The Annals of Applied Statistics
76 Journal of Multivariate Analysis
76 Statistics & Probability Letters
69 Computational Statistics
59 Communications in Statistics. Theory and Methods
56 Statistical Science
55 Journal of Statistical Computation and Simulation
53 Information Sciences
51 Journal of Applied Statistics
41 Data Mining and Knowledge Discovery
41 Electronic Journal of Statistics
40 Advances in Data Analysis and Classification. ADAC
40 Statistics and Computing
38 Journal of the American Statistical Association
37 Communications in Statistics. Simulation and Computation
36 Annals of Operations Research
34 Journal of Computational and Graphical Statistics
33 The Annals of Probability
33 Journal of Econometrics
33 Bernoulli
32 Statistical Analysis and Data Mining
31 Annals of the Institute of Statistical Mathematics
31 Biometrics
30 Neural Networks
30 The Annals of Applied Probability
29 Transactions of the American Mathematical Society
29 Journal of Classification
27 Journal of Applied Probability
27 Insurance Mathematics & Economics
26 Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete
26 International Journal of Approximate Reasoning
26 Journal of Theoretical Biology
25 Computers & Operations Research
25 Journal of Machine Learning Research (JMLR)
24 Computational & Mathematical Methods in Medicine
22 Automatica
22 Neural Computation
21 Journal of Mathematical Analysis and Applications
21 Journal of Global Optimization
20 Biometrical Journal
20 Test
20 Extremes
19 Advances in Applied Probability
19 Psychometrika
19 Journal of Economic Theory
19 Journal of Nonparametric Statistics
18 The Canadian Journal of Statistics
18 Probability Theory and Related Fields
18 Journal of the Korean Statistical Society
17 Fuzzy Sets and Systems
16 Artificial Intelligence
16 Proceedings of the American Mathematical Society
16 Mathematical and Computer Modelling
15 Journal of Computational and Applied Mathematics
15 Journal of Theoretical Probability
15 Journal of the Royal Statistical Society. Series B. Statistical Methodology
15 Quantitative Finance
14 International Journal of Computer Vision
14 Mathematical Problems in Engineering
13 Journal of Statistical Physics
13 Mathematical Biosciences
13 Journal of Mathematical Economics
12 International Journal of Applied Mathematics and Computer Science
12 Statistical Modelling
12 Computational Biology and Chemistry
11 Computers & Mathematics with Applications
11 Journal of Optimization Theory and Applications
11 Annals of Mathematics and Artificial Intelligence
10 Applied Mathematics and Computation
10 Journal of Mathematical Psychology
10 Journal of Economic Dynamics & Control
10 Automation and Remote Control
10 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
10 Statistical Papers
10 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
10 Econometric Theory
10 Scandinavian Actuarial Journal
10 Statistical Methods and Applications
10 Statistics Surveys
9 Computer Methods in Applied Mechanics and Engineering
9 Metrika
9 Journal of Computer and System Sciences
9 Journal of Probability and Statistics
8 Journal of Computational Physics
8 Kybernetika
8 Theoretical Computer Science
8 Econometric Reviews
8 Queueing Systems
8 Computational Optimization and Applications
8 Applied Stochastic Models in Business and Industry
8 ASTIN Bulletin
8 Statistical Methodology
8 Bayesian Analysis
...and 388 more Serials
all top 5

Cited in 56 Fields

2,343 Statistics (62-XX)
1,033 Computer science (68-XX)
646 Probability theory and stochastic processes (60-XX)
386 Numerical analysis (65-XX)
379 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
321 Operations research, mathematical programming (90-XX)
239 Biology and other natural sciences (92-XX)
110 Information and communication theory, circuits (94-XX)
95 Systems theory; control (93-XX)
61 Dynamical systems and ergodic theory (37-XX)
50 Combinatorics (05-XX)
36 Measure and integration (28-XX)
34 Geophysics (86-XX)
27 Functional analysis (46-XX)
27 Statistical mechanics, structure of matter (82-XX)
26 Fluid mechanics (76-XX)
24 Quantum theory (81-XX)
20 Harmonic analysis on Euclidean spaces (42-XX)
19 History and biography (01-XX)
19 Partial differential equations (35-XX)
15 Linear and multilinear algebra; matrix theory (15-XX)
15 Approximations and expansions (41-XX)
15 Operator theory (47-XX)
15 Calculus of variations and optimal control; optimization (49-XX)
13 Mechanics of deformable solids (74-XX)
12 General and overarching topics; collections (00-XX)
12 Mathematical logic and foundations (03-XX)
8 Number theory (11-XX)
8 Real functions (26-XX)
7 Topological groups, Lie groups (22-XX)
6 Classical thermodynamics, heat transfer (80-XX)
5 Special functions (33-XX)
5 Ordinary differential equations (34-XX)
5 Astronomy and astrophysics (85-XX)
4 Integral equations (45-XX)
4 Global analysis, analysis on manifolds (58-XX)
3 Order, lattices, ordered algebraic structures (06-XX)
3 Group theory and generalizations (20-XX)
3 Difference and functional equations (39-XX)
3 Abstract harmonic analysis (43-XX)
2 Potential theory (31-XX)
2 Sequences, series, summability (40-XX)
2 Convex and discrete geometry (52-XX)
2 Differential geometry (53-XX)
2 General topology (54-XX)
2 Algebraic topology (55-XX)
2 Mechanics of particles and systems (70-XX)
1 Field theory and polynomials (12-XX)
1 Commutative algebra (13-XX)
1 Functions of a complex variable (30-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Geometry (51-XX)
1 Manifolds and cell complexes (57-XX)
1 Optics, electromagnetic theory (78-XX)
1 Relativity and gravitational theory (83-XX)
1 Mathematics education (97-XX)

Citations by Year

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