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Breiman, Leo

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

Publications by Year

Citations contained in zbMATH

59 Publications have been cited 4,389 times in 3,526 Documents Cited by Year
Classification and regression trees. Zbl 0541.62042
Breiman, Leo; Friedman, Jerome H.; Olshen, Richard A.; Stone, Charles J.
925
1984
Random forests. Zbl 1007.68152
Breiman, Leo
718
2001
Bagging predictors. Zbl 0858.68080
Breiman, Leo
505
1996
Probability. Zbl 0174.48801
Breiman, Leo
409
1968
Estimating optimal transformations for multiple regression and correlation. Zbl 0594.62044
Breiman, Leo; Friedman, Jerome H.
202
1985
Heuristics of instability and stabilization in model selection. Zbl 0867.62055
Breiman, Leo
172
1996
On some limit theorems similar to the arc-sin law. Zbl 0147.37004
Breiman, L.
168
1965
Better subset regression using the nonnegative garrote. Zbl 0862.62059
Breiman, Leo
147
1995
Arcing classifiers. (With discussion). Zbl 0934.62064
Breiman, Leo
98
1998
Probability. Zbl 0753.60001
Breiman, Leo
94
1992
Statistical modeling: The two cultures. (With comments and a rejoinder). Zbl 1059.62505
Breiman, Leo
88
2001
Optimal gambling systems for favorable games. Zbl 0109.36803
Breiman, L.
67
1961
Variable kernel estimates of multivariate densities. Zbl 0379.62023
Breiman, Leo; Meisel, William; Purcell, Edward
62
1977
Stacked regressions. Zbl 0849.68104
Breiman, Leo
52
1996
Predicting multivariate responses in multiple linear regression. Zbl 0897.62068
Breiman, Leo; Friedman, Jerome H.
51
1997
Hinging hyperplanes for regression, classification, and function approximation. Zbl 0793.62031
Breiman, Leo
44
1993
The individual ergodic theorem of information theory. Zbl 0078.31801
Breiman, Leo
43
1957
A deterministic algorithm for global optimization. Zbl 0807.90103
Breiman, Leo; Cutler, Adele
40
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
36
1983
The little bootstrap and other methods for dimensionality selection in regression: X-fixed prediction error. Zbl 0850.62518
Breiman, Leo
33
1992
The strong law of large numbers for a class of Markov chains. Zbl 0104.11901
Breiman, Leo
31
1960
Archetypal analysis. Zbl 0804.62002
Cutler, Adele; Breiman, Leo
30
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
21
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.
21
1989
Technical note: Some properties of splitting criteria. Zbl 0849.68095
Breiman, Leo
20
1996
Robust confidence bounds for extreme upper quantiles. Zbl 0775.62117
Breiman, Leo; Stone, Charles J.; Kooperberg, Charles
20
1990
The \(\Pi\) method for estimating multivariate functions from noisy data. (With discussion). Zbl 0742.62037
Breiman, Leo
18
1991
On the tail behavior of sums of independent random variables. Zbl 0339.60050
Breiman, Leo
17
1967
Investment policies for expanding businesses optimal in a longrun sense. Zbl 0114.12401
Breiman, L.
17
1960
Population theory for boosting ensembles. Zbl 1105.62308
Breiman, Leo
16
2004
A delicate law of the iterated logarithm for non-decreasing stable processes. Zbl 0192.55401
Breiman, L.
16
1969
The capacities of certain channel classes under random coding. Zbl 0119.13805
Blackwell, D.; Breiman, L.; Thomasian, A. J.
15
1960
Probability and stochastic processes: With a view toward applications. Zbl 0246.60033
Breiman, Leo
13
1969
First exit times from a square root boundary. Zbl 0241.60035
Breiman, Leo
13
1967
The capacity of a class of channels. Zbl 0104.11604
Blackwell, David; Breiman, Leo; Thomasian, A. J.
12
1959
Fitting additive models to regression data. Diagnostics and alternative views. Zbl 0937.62613
Breiman, Leo
11
1993
Consistent estimates and zero-one sets. Zbl 0223.62029
Breiman, Leo; Le Cam, Lucien; Schwartz, Lorraine
11
1964
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
Randomizing outputs to increase prediction accuracy. Zbl 0962.68143
Breiman, Leo
9
2000
The Poisson tendency in traffic distribution. Zbl 0117.13701
Breiman, L.
9
1963
Correction to ”The individual ergodic theorem of information theory”. Zbl 0092.34001
Breiman, Leo
9
1960
Statistics: With a view toward applications. Zbl 0289.62001
Breiman, Leo
8
1973
Comparing automatic smoothers (a public service enterprise). Zbl 0775.62089
Breiman, Leo; Peters, Steve
6
1992
On some probability distributions occurring in traffic flow. Zbl 0115.13404
Breiman, L.
6
1962
General estimates of the intrinsic variability of data in nonlinear regression models. Zbl 0336.62069
Breiman, L.; Meisel, W. S.
5
1976
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
Convergence properties of a learning algorithm. Zbl 0125.09904
Breiman, L.; Wurtele, Z. S.
4
1964
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
Transient atomic Markov chains with a denumerable number of states. Zbl 0087.13503
Breiman, Leo
2
1958
On transient Markov chains with application to the uniqueness problem for Markov processes. Zbl 0078.31703
Breiman, Leo
2
1957
Bias-variance, regularization, instability and stabilization. Zbl 0927.62069
Breiman, Leo
1
1999
Nail finders, edifices, and Oz. Zbl 1373.62019
Breiman, Leo
1
1985
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
Population theory for boosting ensembles. Zbl 1105.62308
Breiman, Leo
16
2004
Random forests. Zbl 1007.68152
Breiman, Leo
718
2001
Statistical modeling: The two cultures. (With comments and a rejoinder). Zbl 1059.62505
Breiman, Leo
88
2001
Using iterated bagging to debias regressions. Zbl 1052.68109
Breiman, Leo
21
2001
Randomizing outputs to increase prediction accuracy. Zbl 0962.68143
Breiman, Leo
9
2000
Combining predictors. Zbl 0932.68073
Breiman, L.
3
1999
Bias-variance, regularization, instability and stabilization. Zbl 0927.62069
Breiman, Leo
1
1999
Arcing classifiers. (With discussion). Zbl 0934.62064
Breiman, Leo
98
1998
Predicting multivariate responses in multiple linear regression. Zbl 0897.62068
Breiman, Leo; Friedman, Jerome H.
51
1997
Bagging predictors. Zbl 0858.68080
Breiman, Leo
505
1996
Heuristics of instability and stabilization in model selection. Zbl 0867.62055
Breiman, Leo
172
1996
Stacked regressions. Zbl 0849.68104
Breiman, Leo
52
1996
Technical note: Some properties of splitting criteria. Zbl 0849.68095
Breiman, Leo
20
1996
Better subset regression using the nonnegative garrote. Zbl 0862.62059
Breiman, Leo
147
1995
Archetypal analysis. Zbl 0804.62002
Cutler, Adele; Breiman, Leo
30
1994
Hinging hyperplanes for regression, classification, and function approximation. Zbl 0793.62031
Breiman, Leo
44
1993
A deterministic algorithm for global optimization. Zbl 0807.90103
Breiman, Leo; Cutler, Adele
40
1993
Fitting additive models to regression data. Diagnostics and alternative views. Zbl 0937.62613
Breiman, Leo
11
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
94
1992
The little bootstrap and other methods for dimensionality selection in regression: X-fixed prediction error. Zbl 0850.62518
Breiman, Leo
33
1992
Comparing automatic smoothers (a public service enterprise). Zbl 0775.62089
Breiman, Leo; Peters, Steve
6
1992
The \(\Pi\) method for estimating multivariate functions from noisy data. (With discussion). Zbl 0742.62037
Breiman, Leo
18
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.
21
1989
Estimating optimal transformations for multiple regression and correlation. Zbl 0594.62044
Breiman, Leo; Friedman, Jerome H.
202
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.
925
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
36
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
62
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.
16
1969
Probability and stochastic processes: With a view toward applications. Zbl 0246.60033
Breiman, Leo
13
1969
Probability. Zbl 0174.48801
Breiman, Leo
409
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
13
1967
On some limit theorems similar to the arc-sin law. Zbl 0147.37004
Breiman, L.
168
1965
Consistent estimates and zero-one sets. Zbl 0223.62029
Breiman, Leo; Le Cam, Lucien; Schwartz, Lorraine
11
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.
6
1962
Optimal gambling systems for favorable games. Zbl 0109.36803
Breiman, L.
67
1961
The strong law of large numbers for a class of Markov chains. Zbl 0104.11901
Breiman, Leo
31
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.
15
1960
On achieving channel capacity in finite-memory channels. Zbl 0094.12605
Breiman, Leo
11
1960
Correction to ”The individual ergodic theorem of information theory”. Zbl 0092.34001
Breiman, Leo
9
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
43
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 6,466 Authors

22 Bühlmann, Peter
19 Mikosch, Thomas
13 Biau, Gérard
13 Boche, Holger
13 Hothorn, Torsten
13 Ishwaran, Hemant
12 Hall, Peter Gavin
12 Larocque, Denis
11 Sergeev, Yaroslav Dmitrievich
11 Tutz, Gerhard E.
11 Zopounidis, Constantin
10 Davis, Richard A.
10 Hashorva, Enkelejd
10 Lausen, Berthold
10 Resnick, Sidney Ira
10 Yang, Weiguo
10 Yang, Yuhong
10 Zou, Hui
9 Boulesteix, Anne-Laure Isabeau
9 Kim, Yongdai
9 Schmid, Matthias
9 Siciliano, Roberta
9 Tang, Qihe
9 Zhang, Chunxia
8 Chi, Zhiyi
8 Ciampi, Antonio
8 Evstigneev, Igor V.
8 Fan, Jianqing
8 Li, Jinzhu
8 Marron, James Stephen
8 Meinshausen, Nicolai
8 Scornet, Erwan
8 Shih, Yu-Shan
8 Yu, Bin
8 Yuan, Ming
7 Horváth, Lajos
7 Kim, Hea-Jung
7 Koo, Ja-Yong
7 Li, Runze
7 Nötzel, Janis
7 Pakes, Anthony G.
7 Runger, George C.
7 Sauerbrei, Willi
7 Schenk-Hoppé, Klaus Reiner
7 Su, Xiaogang
7 Tibshirani, Robert John
7 Wang, Shuning
7 Zhang, Jiangshe
7 Ziemba, William T.
6 Abellán, Joaquín
6 Berger, Moritz
6 Bickel, Peter John
6 Cai, Minglai
6 Conversano, Claudio
6 Doumpos, Michael
6 Džeroski, Sašo
6 Fan, Juanjuan
6 Friedman, Jerome Harold
6 Györfi, László
6 Hand, David J.
6 Hens, Thorsten
6 Kohler, Michael
6 Liu, Yufeng
6 Ma, Shuangge
6 Mojirsheibani, Majid
6 Mola, Francesco
6 Peng, Heng
6 Rosset, Saharon
6 Samorodnitsky, Gennady Pinkhosovich
6 Schumacher, Martin
6 Strobl, Carolin
6 Van den Poel, Dirk
6 Van der Laan, Mark Johannes
6 Wang, Qihua
6 Woodroofe, Michael Barrett
6 Yang, Jing
6 You, Jinhong
6 Zeileis, Achim
6 Zhang, Hao Helen
6 Zhang, Riquan
6 Zhu, Ji
6 Zwart, Bert P.
5 Adler, Werner
5 Ahn, Hongshik
5 Antoniadis, Anestis
5 Bellavance, François
5 Bertsimas, Dimitris John
5 Binder, Harald
5 Breiman, Leo
5 Chakraborty, Sounak
5 Clémençon, Stéphan
5 D’Ambrosio, Antonio
5 Donoho, David Leigh
5 Dunson, David Brian
5 Elouedi, Zied
5 George, Edward I.
5 Ghosh, Anil Kumar
5 Gijbels, Irène
5 Girard, Stéphane
5 Hapfelmeier, Alexander
...and 6,366 more Authors
all top 5

Cited in 442 Serials

254 Computational Statistics and Data Analysis
121 The Annals of Statistics
97 Pattern Recognition
88 Stochastic Processes and their Applications
87 European Journal of Operational Research
86 Machine Learning
83 Journal of Statistical Planning and Inference
82 Journal of Multivariate Analysis
82 Statistics & Probability Letters
69 The Annals of Applied Statistics
60 Computational Statistics
49 Statistical Science
46 Journal of Statistical Computation and Simulation
43 Information Sciences
41 Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete
41 Communications in Statistics. Theory and Methods
36 Journal of the American Statistical Association
33 Journal of Econometrics
33 Electronic Journal of Statistics
32 Annals of the Institute of Statistical Mathematics
32 The Annals of Probability
32 Journal of Applied Statistics
32 Advances in Data Analysis and Classification. ADAC
32 Statistical Analysis and Data Mining
31 Biometrics
31 Statistics and Computing
29 Transactions of the American Mathematical Society
29 The Annals of Applied Probability
28 Bernoulli
27 Journal of Applied Probability
27 Data Mining and Knowledge Discovery
26 Journal of Classification
26 Neural Networks
26 Journal of Theoretical Biology
25 Insurance Mathematics & Economics
25 Annals of Operations Research
25 Communications in Statistics. Simulation and Computation
24 Journal of Mathematical Analysis and Applications
24 Automatica
24 Computational & Mathematical Methods in Medicine
23 Computers & Operations Research
23 International Journal of Approximate Reasoning
22 Artificial Intelligence
21 Probability Theory and Related Fields
21 Neural Computation
20 Biometrical Journal
20 Fuzzy Sets and Systems
20 Journal of Global Optimization
20 Test
20 Extremes
19 Journal of Economic Theory
19 Journal of Machine Learning Research (JMLR)
18 Advances in Applied Probability
18 The Canadian Journal of Statistics
18 Psychometrika
17 Mathematical and Computer Modelling
17 Journal of Nonparametric Statistics
16 Proceedings of the American Mathematical Society
15 Computers & Mathematics with Applications
15 Journal of Computational and Applied Mathematics
15 Journal of the Royal Statistical Society. Series B. Statistical Methodology
14 Journal of Theoretical Probability
14 Mathematical Problems in Engineering
14 Journal of the Korean Statistical Society
13 Journal of Mathematical Economics
12 Journal of Statistical Physics
12 Statistical Modelling
12 Computational Biology and Chemistry
11 Mathematical Biosciences
11 Journal of Mathematical Psychology
11 Quantitative Finance
10 Journal of Optimization Theory and Applications
10 Theoretical Computer Science
10 Journal of Economic Dynamics & Control
10 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
10 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
9 Journal of Computer and System Sciences
9 Automation and Remote Control
9 Annals of Mathematics and Artificial Intelligence
9 International Journal of Applied Mathematics and Computer Science
9 Statistical Methods and Applications
9 Statistical Methodology
9 Algorithms
8 Metrika
8 Applied Mathematics and Computation
8 Kybernetika
8 Physica D
8 Queueing Systems
8 International Journal of Computer Vision
8 Econometric Theory
8 Applied Stochastic Models in Business and Industry
8 Scandinavian Actuarial Journal
8 Statistics Surveys
8 Journal of Probability and Statistics
7 Computational Optimization and Applications
7 Statistical Papers
7 Australian & New Zealand Journal of Statistics
7 International Journal of Theoretical and Applied Finance
7 Journal of Systems Science and Complexity
7 Journal of Agricultural, Biological, and Environmental Statistics
...and 342 more Serials
all top 5

Cited in 53 Fields

2,014 Statistics (62-XX)
867 Computer science (68-XX)
659 Probability theory and stochastic processes (60-XX)
364 Numerical analysis (65-XX)
341 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
278 Operations research, mathematical programming (90-XX)
221 Biology and other natural sciences (92-XX)
99 Information and communication theory, circuits (94-XX)
92 Systems theory; control (93-XX)
54 Dynamical systems and ergodic theory (37-XX)
48 Combinatorics (05-XX)
36 Measure and integration (28-XX)
27 Geophysics (86-XX)
26 Statistical mechanics, structure of matter (82-XX)
24 Quantum theory (81-XX)
23 Functional analysis (46-XX)
19 History and biography (01-XX)
19 Partial differential equations (35-XX)
19 Harmonic analysis on Euclidean spaces (42-XX)
18 Fluid mechanics (76-XX)
14 Approximations and expansions (41-XX)
14 Calculus of variations and optimal control; optimization (49-XX)
13 Linear and multilinear algebra; matrix theory (15-XX)
12 Operator theory (47-XX)
11 Mathematical logic and foundations (03-XX)
10 General and overarching topics; collections (00-XX)
10 Mechanics of deformable solids (74-XX)
8 Number theory (11-XX)
8 Real functions (26-XX)
6 Classical thermodynamics, heat transfer (80-XX)
5 Topological groups, Lie groups (22-XX)
5 Astronomy and astrophysics (85-XX)
4 Order, lattices, ordered algebraic structures (06-XX)
4 Global analysis, analysis on manifolds (58-XX)
3 Group theory and generalizations (20-XX)
3 Special functions (33-XX)
3 Ordinary differential equations (34-XX)
3 Difference and functional equations (39-XX)
3 Abstract harmonic analysis (43-XX)
2 Potential theory (31-XX)
2 Integral equations (45-XX)
2 Convex and discrete geometry (52-XX)
2 Differential geometry (53-XX)
2 General topology (54-XX)
2 Mechanics of particles and systems (70-XX)
2 Mathematics education (97-XX)
1 Field theory and polynomials (12-XX)
1 Commutative algebra (13-XX)
1 Functions of a complex variable (30-XX)
1 Sequences, series, summability (40-XX)
1 Algebraic topology (55-XX)
1 Manifolds and cell complexes (57-XX)
1 Relativity and gravitational theory (83-XX)

Citations by Year

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