-
1
-
-
54249099241
-
Consistency of Random Forests and Other Averaging Classifiers
-
[331,340]
-
Biau, G., Devroye, L., and Lugosi, G. (2008), "Consistency of Random Forests and Other Averaging Classifiers," Journal of Machine Learning Research, 9, 2015-2033. [331,340]
-
(2008)
Journal of Machine Learning Research
, vol.9
, pp. 2015-2033
-
-
Biau, G.1
Devroye, L.2
Lugosi, G.3
-
2
-
-
0030211964
-
Bagging Predictors
-
[331,339]
-
Breiman, L. (1996), "Bagging Predictors," Machine Learning, 24, 123-140. [331,339]
-
(1996)
Machine Learning
, vol.24
, pp. 123-140
-
-
Breiman, L.1
-
3
-
-
0013228784
-
-
Technical Report 577, Berkeley: Department of Statistics, University of California, [340]
-
Breiman, L. (2000), "Some Infinity Theory for Predictor Ensembles," Technical Report 577, Berkeley: Department of Statistics, University of California. [340]
-
(2000)
Some Infinity Theory for Predictor Ensembles
-
-
Breiman, L.1
-
4
-
-
0035478854
-
Random Forests
-
[331,333,334,338,339]
-
Breiman, L. (2001), "Random Forests," Machine Learning, 45, 5-32. [331,333,334,338,339]
-
(2001)
Machine Learning
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
5
-
-
0003802343
-
-
Belmont, CA: Wadsworth International Group, [331]
-
Breiman, L., Friedman, J., Olshen, R., and Stone, C. (1984), Classification and Regression Trees, Belmont, CA: Wadsworth International Group. [331]
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.2
Olshen, R.3
Stone, C.4
-
6
-
-
0023905660
-
RECPAM a Computer Program for Recursive Partition and Amalgamation for Censored Survival Data and Other Situations Frequently Occurring in Biostatistics. I. Methods and Program Features
-
[331]
-
Ciampi, A., Hogg, S., McKinney, S., and Thiffault, J. (1987), "RECPAM a Computer Program for Recursive Partition and Amalgamation for Censored Survival Data and Other Situations Frequently Occurring in Biostatistics. I. Methods and Program Features," Computer Methods and Programs in Biomedicine, 26, 239-256. [331]
-
(1987)
Computer Methods and Programs In Biomedicine
, vol.26
, pp. 239-256
-
-
Ciampi, A.1
Hogg, S.2
McKinney, S.3
Thiffault, J.4
-
7
-
-
33646403804
-
PERT Perfect Random Tree Ensembles
-
[331]
-
Cutler, A., and Zhao, G. (2001), "PERT Perfect Random Tree Ensembles," Computing Science and Statistics, 33, 490-497. [331]
-
(2001)
Computing Science and Statistics
, vol.33
, pp. 490-497
-
-
Cutler, A.1
Zhao, G.2
-
8
-
-
0034250160
-
An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting and Randomization
-
[331,339]
-
Dietterich, T. (2000a), "An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting and Randomization," Machine Learning, 40, 139-157. [331,339]
-
(2000)
Machine Learning
, vol.40
, pp. 139-157
-
-
Dietterich, T.1
-
11
-
-
77950537175
-
Regularization Paths for Generalized Linear Models via Coordinate Descent
-
[332,334]
-
Friedman, J., Hastie, T., and Tibshirani, R. (2010), "Regularization Paths for Generalized Linear Models via Coordinate Descent," Journal of Statistical Software, 33 (1), 1-22. [332,334]
-
(2010)
Journal of Statistical Software
, vol.33
, Issue.1
, pp. 1-22
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
12
-
-
33646430006
-
Extremely Randomized Trees
-
[331,334,339]
-
Geurts, P., Ernst, D., andWehenkel, L. (2006), "Extremely Randomized Trees," Machine Learning, 63 (1), 3-42. [331,334,339]
-
(2006)
Machine Learning
, vol.63
, Issue.1
, pp. 3-42
-
-
Geurts, P.1
Ernst, D.2
Andwehenkel, L.3
-
13
-
-
0001743179
-
Almost Surely Consistent Nonparametric Regression From Recursive Partitioning Schemes
-
[331]
-
Gordon, L., and Olshen, R. (1984), "Almost Surely Consistent Nonparametric Regression From Recursive Partitioning Schemes," Journal of Multivariate Analysis, 15, 147-163. [331]
-
(1984)
Journal of Multivariate Analysis
, vol.15
, pp. 147-163
-
-
Gordon, L.1
Olshen, R.2
-
14
-
-
0033619170
-
Assessment and Comparison of Prognostic Classification Schemes for Survival Data
-
[332,335]
-
Graf, E., Schmoor, C., Sauerbrei, W., and Schumacher, M. (1999), "Assessment and Comparison of Prognostic Classification Schemes for Survival Data," Statistics in Medicine, 18, 2529-2545. [332,335]
-
(1999)
Statistics In Medicine
, vol.18
, pp. 2529-2545
-
-
Graf, E.1
Schmoor, C.2
Sauerbrei, W.3
Schumacher, M.4
-
15
-
-
84944363874
-
Evaluating the Yield of Medical Tests
-
[335]
-
Harrell, F., Califf, R., Pryor, D., Lee, K., and Rosati, R. (1982), "Evaluating the Yield of Medical Tests," Journal of the AmericanMedical Association, 247, 2543-2546. [335]
-
(1982)
Journal of the AmericanMedical Association
, vol.247
, pp. 2543-2546
-
-
Harrell, F.1
Califf, R.2
Pryor, D.3
Lee, K.4
Rosati, R.5
-
16
-
-
33745466826
-
Survival Ensembles
-
[331,332,334,335,336,337]
-
Hothorn, T., Buhlmann, P., Dudoit, S., Molinaro, A., and van der Laan, M. J. (2006), "Survival Ensembles," Biostatistics, 7, 355-373. [331,332,334,335,336,337]
-
(2006)
Biostatistics
, vol.7
, pp. 355-373
-
-
Hothorn, T.1
Buhlmann, P.2
Dudoit, S.3
Molinaro, A.4
van der Laan, M.J.5
-
17
-
-
0346656880
-
Bagging Survival Trees
-
[331,332]
-
Hothorn, T., Lausen, B., Benner, A., and Radespiel-Tröger, M. (2004), "Bagging Survival Trees," Statistics in Medicine, 23, 77-91. [331,332]
-
(2004)
Statistics In Medicine
, vol.23
, pp. 77-91
-
-
Hothorn, T.1
Lausen, B.2
Benner, A.3
Radespiel-Tröger, M.4
-
19
-
-
85020057289
-
Variable Importance in Binary Regression Trees and Forest
-
[338]
-
Ishwaran, H. (2007), "Variable Importance in Binary Regression Trees and Forest," Electronic Journal of Statistics, 1, 519-537. [338]
-
(2007)
Electronic Journal of Statistics
, vol.1
, pp. 519-537
-
-
Ishwaran, H.1
-
20
-
-
77953020220
-
Consistency of Random Survival Forests
-
[340]
-
Ishwaran, H., and Kogalur, U. B. (2010), "Consistency of Random Survival Forests," Statistics and Probability Letters, 80, 1056-1064. [340]
-
(2010)
Statistics and Probability Letters
, vol.80
, pp. 1056-1064
-
-
Ishwaran, H.1
Kogalur, U.B.2
-
21
-
-
57449111248
-
Random Survival Forests
-
[331,332,334,335,336,337,338,339]
-
Ishwaran, H., Kogalur, U. B., Blackstone, E. H., and Lauer, M. S. (2008), "Random Survival Forests," The Annals of Applied Statistics, 2, 841-860. [331,332,334,335,336,337,338,339]
-
(2008)
The Annals of Applied Statistics
, vol.2
, pp. 841-860
-
-
Ishwaran, H.1
Kogalur, U.B.2
Blackstone, E.H.3
Lauer, M.S.4
-
22
-
-
77952559742
-
High-Dimensional Variable Selection for Survival Data
-
[334]
-
Ishwaran, H., Kogalur, U. B., Gorodeski, E. Z., Minn, A. J., and Lauer, M. S. (2010), "High-Dimensional Variable Selection for Survival Data," Journal of the American Statistical Association, 105, 205-217. [334]
-
(2010)
Journal of the American Statistical Association
, vol.105
, pp. 205-217
-
-
Ishwaran, H.1
Kogalur, U.B.2
Gorodeski, E.Z.3
Minn, A.J.4
Lauer, M.S.5
-
23
-
-
0442293793
-
The Versatility of Function-Indexed Weighted Log-Rank Statistics
-
[339]
-
Kosorok, M. R., and Lin, C.-Y. (1999), "The Versatility of Function-Indexed Weighted Log-Rank Statistics," Journal of the American Statistical Association, 94, 320-332. [339]
-
(1999)
Journal of the American Statistical Association
, vol.94
, pp. 320-332
-
-
Kosorok, M.R.1
Lin, C.-Y.2
-
24
-
-
0026770594
-
Relative Risk Trees forCensored Survival Data
-
[331]
-
LeBlanc, M., and Crowley, J. (1992), "Relative Risk Trees forCensored Survival Data," Biometrics, 48, 411-425. [331]
-
(1992)
Biometrics
, vol.48
, pp. 411-425
-
-
Leblanc, M.1
Crowley, J.2
-
25
-
-
84940925951
-
Survival Trees by Goodness of Split
-
[331]
-
LeBlanc, M., and Crowley, J. (1993), "Survival Trees by Goodness of Split," Journal of the American Statistical Association, 88, 457-467. [331]
-
(1993)
Journal of the American Statistical Association
, vol.88
, pp. 457-467
-
-
Leblanc, M.1
Crowley, J.2
-
26
-
-
33745653724
-
Random Forests and Adaptive NearestNeighbors
-
[340]
-
Lin, Y., and Jeon, Y. (2006)," Random Forests and Adaptive NearestNeighbors," Journal of the American Statistical Association, 101, 578-590. [340]
-
(2006)
Journal of the American Statistical Association
, vol.101
, pp. 578-590
-
-
Lin, Y.1
Jeon, Y.2
-
28
-
-
0033474286
-
Building Multivariable Prognostic and Diagnostic Models: Transformation of the Predictors by Using Fractional Polynomials
-
Series A, [337]
-
Sauerbrei, W., and Royston, P. (1999), "Building Multivariable Prognostic and Diagnostic Models: Transformation of the Predictors by Using Fractional Polynomials," Journal of the Royal Statistical Society, Series A, 162, 71-94. [337]
-
(1999)
Journal of the Royal Statistical Society
, vol.162
, pp. 71-94
-
-
Sauerbrei, W.1
Royston, P.2
-
29
-
-
0028080742
-
Randomized 2 × 2 Trial Evaluating Hormonal Treatment and the Duration of Chemotherapy in Node-Positive Breast Cancer Patients
-
For the German Breast Cancer Study Group, [337]
-
Schumacher, M., Bastert, G., Bojar, H., Hobner, K., Olschewski, M., Sauerbrei, W., Schmoor, C., Beyerle, C., Neumann, R. L. A., and Rauschecker, H. F.; For the German Breast Cancer Study Group. (1994), "Randomized 2 × 2 Trial Evaluating Hormonal Treatment and the Duration of Chemotherapy in Node-Positive Breast Cancer Patients," Journal of Clinical Oncology, 12, 2086-2093. [337]
-
(1994)
Journal of Clinical Oncology
, vol.12
, pp. 2086-2093
-
-
Schumacher, M.1
Bastert, G.2
Bojar, H.3
Hobner, K.4
Olschewski, M.5
Sauerbrei, W.6
Schmoor, C.7
Beyerle, C.8
Neumann, R.L.A.9
Rauschecker, H.F.10
-
30
-
-
0023942063
-
Regression Trees for Censored Data
-
[331]
-
Segal, M. (1988), "Regression Trees for Censored Data," Biometrics, 44, 35-48. [331]
-
(1988)
Biometrics
, vol.44
, pp. 35-48
-
-
Segal, M.1
-
31
-
-
31844445012
-
Optimizing Processes Based on Censored Data Obtained in Repetitious Experiments Using Grey Prediction
-
[332]
-
Tong, L.-I., Wang, C.-H., and Hsiao, L.-C. (2006), "Optimizing Processes Based on Censored Data Obtained in Repetitious Experiments Using Grey Prediction," International Journal of Advance in Manufacturing Technology, 27, 990-998. [332]
-
(2006)
International Journal of Advance In Manufacturing Technology
, vol.27
, pp. 990-998
-
-
Tong, L.-I.1
Wang, C.-H.2
Hsiao, L.-C.3
-
32
-
-
1042274712
-
-
New York: Springer, [331,334]
-
van der Laan, M. J., and Robins, J. M. (2003), Unified Methods for Censored Longitudinal Data and Causality, New York: Springer. [331,334]
-
(2003)
Unified Methods For Censored Longitudinal Data and Causality
-
-
van der Laan, M.J.1
Robins, J.M.2
-
33
-
-
84950432017
-
A Monte Carlo Implementation of the EM Algorithm and the Poor Man¡-as Data Augmentation Algorithms
-
[332,339]
-
Wei, G. C. G., and Tanner, M. A. (1990), "A Monte Carlo Implementation of the EM Algorithm and the Poor Man¡ās Data Augmentation Algorithms," Journal of the American Statistical Association, 85, 699-704. [332,339]
-
(1990)
Journal of the American Statistical Association
, vol.85
, pp. 699-704
-
-
Wei, G.C.G.1
Tanner, M.A.2
-
34
-
-
70449449564
-
Reinforcement Learning Design for Cancer Clinical Trials
-
[340]
-
Zhao, Y., Kosorok, M. R., and Zeng, D. (2009), "Reinforcement Learning Design for Cancer Clinical Trials," Statistics in Medicine, 28, 3294-3315. [340]
-
(2009)
Statistics In Medicine
, vol.28
, pp. 3294-3315
-
-
Zhao, Y.1
Kosorok, M.R.2
Zeng, D.3
-
35
-
-
83655181241
-
Reinforcement Learning Strategies for Clinical Trials in Non-Small Cell Lung Cancer
-
[340]
-
Zhao, Y., Zeng, D., Socinski, M. A., and Kosorok, M. R. (2011), "Reinforcement Learning Strategies for Clinical Trials in Non-Small Cell Lung Cancer," Biometrics, 67, 1422-1433. [340]
-
(2011)
Biometrics
, vol.67
, pp. 1422-1433
-
-
Zhao, Y.1
Zeng, D.2
Socinski, M.A.3
Kosorok, M.R.4
|