-
1
-
-
85030744486
-
Software for the masses
-
Wald Lectures, Banff, Canada
-
L. Breiman, Software for the masses, in: Wald Lectures, Meeting of the Institute of Mathematical Statistics, Banff, Canada, 2002, URL: www.stat.berkeley.edu/~breiman.
-
(2002)
Meeting of the Institute of Mathematical Statistics
-
-
Breiman, L.1
-
2
-
-
23744452523
-
-
Department of Statistics, University of California, Berkeley
-
L. Breiman, How to Use Survival Forests, Department of Statistics, University of California, Berkeley, 2003, URL: www.stat.berkeley.edu/~breiman.
-
(2003)
How to Use Survival Forests
-
-
Breiman, L.1
-
3
-
-
0000927638
-
Predicting multivariate responses in multiple linear regression
-
L. Breiman, J.H. Friedman, Predicting multivariate responses in multiple linear regression, J. Roy. Statist. Soc. Scr. B 59 (1) (1997) 3-54.
-
(1997)
J. Roy. Statist. Soc. Scr. B
, vol.59
, Issue.1
, pp. 3-54
-
-
Breiman, L.1
Friedman, J.H.2
-
4
-
-
0003802343
-
Classification and regression trees
-
Wadsworth International Group, Belmont, CA
-
L. Breiman, J.H. Friedman, R. Olshen, C.J. Stone, Classification and Regression Trees, The Wadsworth Statistics/Probability Series, Wadsworth International Group, Belmont, CA, 1984.
-
(1984)
The Wadsworth Statistics/Probability Series
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.3
Stone, C.J.4
-
5
-
-
46149132001
-
Stratification by stepwise regression, correspondence analysis and recursive partition
-
A. Ciampi, J. Thiffault, J.P. Nakache, B. Asselain, Stratification by stepwise regression, correspondence analysis and recursive partition, Comput. Statist. Data Anal. 4 (1986) 185-204.
-
(1986)
Comput. Statist. Data Anal.
, vol.4
, pp. 185-204
-
-
Ciampi, A.1
Thiffault, J.2
Nakache, J.P.3
Asselain, B.4
-
6
-
-
0024357519
-
Exponential survival trees
-
R. Davis, J. Anderson, Exponential survival trees, Statist. Med. 8 (1989) 947-961.
-
(1989)
Statist. Med.
, vol.8
, pp. 947-961
-
-
Davis, R.1
Anderson, J.2
-
7
-
-
14644442781
-
Asymptotics of cross-validated risk estimation in model selection and performance assessment
-
Dmmm ivision of Biostatistics, University of California, Berkeley
-
S. Dudoit, M.J. van der Laan, Asymptotics of cross-validated risk estimation in model selection and performance assessment, Technical report 126, Division of Biostatistics, University of California, Berkeley, 2003, URL: www.bepress.com/ucbbiostat/paper126/.
-
(2003)
Technical Report
, vol.126
-
-
Dudoit, S.1
Van Der Laan, M.J.2
-
8
-
-
85030739942
-
Loss-based estimation with cross-validation: Applications to microarray data analysis
-
to appear
-
S. Dudoit, M.J. van der Laan, S. Keleş, A.M. Molinaro, S.E. Sinisi, S.L. Teng, Loss-based estimation with cross-validation: applications to microarray data analysis, SIGKDD Explor. Microarray Data Min Special Issue, 2004, to appear. URL: www.bepress.com/ucbbiostat/paper137.
-
(2004)
SIGKDD Explor. Microarray Data Min Special Issue
-
-
Dudoit, S.1
Van Der Laan, M.J.2
Keleş, S.3
Molinaro, A.M.4
Sinisi, S.E.5
Teng, S.L.6
-
9
-
-
0001206510
-
Coarsening at random: Characterizations, conjectures and counter-examples
-
D.Y. Lin, T.R. Fleming (Eds.), Springer Lecture Notes in Statistics, Springer, Berlin
-
R.D. Gill, M.J. van der Laan, J.R. Robins, Coarsening at random: characterizations, conjectures and counter-examples, in: D.Y. Lin, T.R. Fleming (Eds.), Proceedings of the First Seattle Symposium in Biostatistics, 1995, Springer Lecture Notes in Statistics, Springer, Berlin, 1997, pp. 255-294.
-
(1995)
Proceedings of the First Seattle Symposium in Biostatistics
, pp. 255-294
-
-
Gill, R.D.1
Van Der Laan, M.J.2
Robins, J.R.3
-
10
-
-
0021875130
-
Tree-structured survival analysis
-
L. Gordon, R. Olshen, Tree-structured survival analysis, Cancer Treatment Rep. 69 (1985) 1062-1069.
-
(1985)
Cancer Treatment Rep.
, vol.69
, pp. 1062-1069
-
-
Gordon, L.1
Olshen, R.2
-
11
-
-
0033619170
-
Assessment and comparison of prognostic classification schemes for survival data
-
E. Graf, C. Schmoor, W. Saucrbrei, M. Schumacher, Assessment and comparison of prognostic classification schemes for survival data, Statist. Med. 18 (1999) 2529-2545.
-
(1999)
Statist. Med.
, vol.18
, pp. 2529-2545
-
-
Graf, E.1
Schmoor, C.2
Saucrbrei, W.3
Schumacher, M.4
-
12
-
-
0346656880
-
Bagging survival trees
-
T. Hothorn, B. Lausen, A. Benner, M. Radespiel-Tröger, Bagging survival trees, Statist. Med. 23 (1) (2004) 77-91.
-
(2004)
Statist. Med.
, vol.23
, Issue.1
, pp. 77-91
-
-
Hothorn, T.1
Lausen, B.2
Benner, A.3
Radespiel-Tröger, M.4
-
14
-
-
23744446342
-
Asymptotically optimal model selection method for regression on censored outcomes
-
to appear
-
S. Keleş, M.J. van der Laan, S. Dudoit, Asymptotically optimal model selection method for regression on censored outcomes, Bernoulli, 2004, to appear. URL: www.bepresa.com/ucbbiostat/ paper124/.
-
(2004)
Bernoulli
-
-
Keleş, S.1
Van Der Laan, M.J.2
Dudoit, S.3
-
15
-
-
8844272773
-
Supervised detection of regulatory motifs in DNA sequences
-
Article 5
-
S. Keleş, M.J. van der Laan, S. Dudoit, M.B. Eisen, B. Xing, Supervised detection of regulatory motifs in DNA sequences, Statist. Appl. Genetics Mol. Bio. 2(1) (2003b) Article 5. URL: www.bepress.com/sagmb.
-
(2003)
Statist. Appl. Genetics Mol. Bio.
, vol.2
, Issue.1
-
-
Keleş, S.1
Van Der Laan, M.J.2
Dudoit, S.3
Eisen, M.B.4
Xing, B.5
-
16
-
-
0026770594
-
Relative risk trees for censored survival data
-
M. LeBlanc, J. Crowley, Relative risk trees for censored survival data, Biometrics 48 (1992) 411-425.
-
(1992)
Biometrics
, vol.48
, pp. 411-425
-
-
LeBlanc, M.1
Crowley, J.2
-
17
-
-
23744486288
-
Tree-based multivariate regression and density estimation with right-censored data
-
Division of Biostatistics, University of California, Berkeley
-
A.M. Molinaro, S. Dudoit, M.J. van der Laan, Tree-based multivariate regression and density estimation with right-censored data, Technical report 135, Division of Biostatistics, University of California, Berkeley, 2003. URL: www.bepress.com/ucbbiostat/paper135/.
-
(2003)
Technical Report
, vol.135
-
-
Molinaro, A.M.1
Dudoit, S.2
Van Der Laan, M.J.3
-
18
-
-
14644390101
-
A deletion/substitution/addition algorithm for partitioning the covariate space in prediction
-
Division of Biostatistics, University of California, Berkeley, in preparation
-
A.M. Molinaro, M.J. van der Laan, A Deletion/Substitution/Addition algorithm for partitioning the covariate space in prediction, Technical report, Division of Biostatistics, University of California, Berkeley, 2004, in preparation.
-
(2004)
Technical Report
-
-
Molinaro, A.M.1
Van Der Laan, M.J.2
-
19
-
-
0006178946
-
Problems in the analysis of survey data and a proposal
-
M. Morgan, J.A. Sonquist, Problems in the analysis of survey data and a proposal, J. Amer. Statist. Assoc. 58 (1963) 415-434.
-
(1963)
J. Amer. Statist. Assoc.
, vol.58
, pp. 415-434
-
-
Morgan, M.1
Sonquist, J.A.2
-
20
-
-
0001425735
-
Recovery of information and adjustment for dependent censoring using surrogate markers
-
chapter Bikhauser, Basel
-
J. Robins, A. Rotnitzky, Recovery of information and adjustment for dependent censoring using surrogate markers, chapter AIDS Epidemiology, Methodological issues, Bikhauser, Basel, 1992.
-
(1992)
AIDS Epidemiology, Methodological Issues
-
-
Robins, J.1
Rotnitzky, A.2
-
21
-
-
0141872478
-
Logic regression
-
URL: biostat.jhsph.edu/iruczins/publications/publications.html.
-
I. Ruczinski, C. Kooperberg, M. LeBlanc, Logic regression, J. Comput. Graphical Statist. 12 (3) (2003) 474-511 URL: biostat.jhsph.edu/iruczins/ publications/publications.html.
-
(2003)
J. Comput. Graphical Statist.
, vol.12
, Issue.3
, pp. 474-511
-
-
Ruczinski, I.1
Kooperberg, C.2
LeBlanc, M.3
-
22
-
-
0023942063
-
Regression trees for censored data
-
M. Segal, Regression trees for censored data, Biometrics 44 (1988) 35-48.
-
(1988)
Biometrics
, vol.44
, pp. 35-48
-
-
Segal, M.1
-
23
-
-
14644416380
-
Loss-based cross-validated Deletion/Substitution/Addition algorithms in estimation
-
Division of Biostatistics, University of California, Berkeley
-
S.E. Sinisi, M.J. van der Laan, Loss-based cross-validated Deletion/Substitution/Addition algorithms in estimation, Technical report 143, Division of Biostatistics, University of California, Berkeley, 2004, URL: www.bepress.com/ucbbiostat/paper143.
-
(2004)
Technical Report
, vol.143
-
-
Sinisi, S.E.1
Van Der Laan, M.J.2
-
24
-
-
0003516711
-
An introduction to recursive partitioning using the rpart routine
-
Section of Biostatistics, Mayo Clinic, Rochester
-
T. Therneau, E. Atkinson, An introduction to recursive partitioning using the rpart routine, Technical report 61, Section of Biostatistics, Mayo Clinic, Rochester, 1997.
-
(1997)
Technical Report
, vol.61
-
-
Therneau, T.1
Atkinson, E.2
-
25
-
-
14644419415
-
Unified cross-validation methodology for selection among estimators and a general cross-validated adaptive ε-net estimator: Finite sample oracle inequalities and examples
-
Division of Biostatistics, University of California, Berkeley
-
M.J. van der Laan, S. Dudoit, Unified cross-validation methodology for selection among estimators and a general cross-validated adaptive ε-net estimator: finite sample oracle inequalities and examples, Technical report 130, Division of Biostatistics, University of California, Berkeley, 2003, URL: www.bepress.com/ucbbiostat/paper130/.
-
(2003)
Technical Report
, vol.130
-
-
Van Der Laan, M.J.1
Dudoit, S.2
-
26
-
-
14644413619
-
Asymptotic optimality of likelihood-based cross-validation
-
Article 4
-
M.J. van der Laan, S. Dudoit, S. Keleş, Asymptotic optimality of likelihood-based cross-validation, Statis. Appl. Genetics Mol. Bio. 3(1) (2004) Article 4. URL: www.bepress.com/sagmb.
-
(2004)
Statis. Appl. Genetics Mol. Bio.
, vol.3
, Issue.1
-
-
Van Der Laan, M.J.1
Dudoit, S.2
Keleş, S.3
-
27
-
-
14644397062
-
The cross-validated adaptive ε-net estimator
-
Division of Biostatistics, University of California, Berkeley
-
M.J. van der Laan, S. Dudoit, A.W. van de Vaart, The cross-validated adaptive ε-net estimator, Technical report 142, Division of Biostatistics, University of California, Berkeley, 2004. URL: www.bepress.com/ucbbiostat/ paper142.
-
(2004)
Technical Report
, vol.142
-
-
Van Der Laan, M.J.1
Dudoit, S.2
Van De Vaart, A.W.3
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