-
1
-
-
84861518319
-
A'SMART' design for building individualized treatment sequences
-
Lei H, Nahum-Shani I, Lynch K, Oslin D, Murphy SA. A'SMART' design for building individualized treatment sequences. Annu Rev Clin Psychol. 2012 ; 8: 21-48
-
(2012)
Annu Rev Clin Psychol
, vol.8
, pp. 21-48
-
-
Lei, H.1
Nahum-Shani, I.2
Lynch, K.3
Oslin, D.4
Murphy, S.A.5
-
2
-
-
77954420461
-
Inference for non-regular parameters in optimal dynamic treatment regimes
-
Chakraborty B, Murphy SA, Strecher V. Inference for non-regular parameters in optimal dynamic treatment regimes. Stat Methods Med Res. 2010 ; 19: 317-43
-
(2010)
Stat Methods Med Res
, vol.19
, pp. 317-343
-
-
Chakraborty, B.1
Murphy, S.A.2
Strecher, V.3
-
3
-
-
36048985798
-
Adaptive therapy for androgen-independent prostate cancer: A randomized selection trial of four regimens
-
Thall PF, Logothetis C, Pagliaro LC, et al. Adaptive therapy for androgen-independent prostate cancer: A randomized selection trial of four regimens. J Natl Cancer Inst. 2007 ; 99: 1613-22
-
(2007)
J Natl Cancer Inst
, vol.99
, pp. 1613-1622
-
-
Thall, P.F.1
Logothetis, C.2
Pagliaro, L.C.3
-
4
-
-
77958531196
-
Weighted Kaplan-Meier estimators for two-stage treatment regimes
-
Miyahara S, Wahed AS. Weighted Kaplan-Meier estimators for two-stage treatment regimes. Stat Med. 2010 ; 29: 2581-91
-
(2010)
Stat Med
, vol.29
, pp. 2581-2591
-
-
Miyahara, S.1
Wahed, A.S.2
-
5
-
-
83655181241
-
Reinforcement learning strategies for clinical trials in non-small cell lung cancer
-
Zhao Y, Zeng D, Socinski MA, Kosorok MR. Reinforcement learning strategies for clinical trials in non-small cell lung cancer. Biometrics. 2011 ; 67: 1422-33
-
(2011)
Biometrics
, vol.67
, pp. 1422-1433
-
-
Zhao, Y.1
Zeng, D.2
Ma, S.3
Kosorok, M.R.4
-
6
-
-
84864385401
-
Evaluation of viable dynamic treatment regimes in a sequentially randomized trial of advanced prostate cancer
-
Wang L, Rotnitzky A, Lin X, Millikan RE, Thall PF. Evaluation of viable dynamic treatment regimes in a sequentially randomized trial of advanced prostate cancer. J Am Stat Assoc. 2012 ; 107: 493-508
-
(2012)
J Am Stat Assoc
, vol.107
, pp. 493-508
-
-
Wang, L.1
Rotnitzky, A.2
Lin, X.3
Millikan, R.E.4
Thall, P.F.5
-
7
-
-
54249129265
-
An extracellular stochastic model of early HIV infection and the formulation of optimal treatment policy
-
Khalili S, Armaou A. An extracellular stochastic model of early HIV infection and the formulation of optimal treatment policy. Chem Eng Sci. 2008 ; 63: 4361-72
-
(2008)
Chem Eng Sci
, vol.63
, pp. 4361-4372
-
-
Khalili, S.1
Armaou, A.2
-
8
-
-
53849122359
-
Estimation and extrapolation of optimal treatment and testing strategies
-
Robins JM, Orellana L, Rotnitzky A. Estimation and extrapolation of optimal treatment and testing strategies. Stat Med. 2008 ; 27: 4678-21
-
(2008)
Stat Med
, vol.27
, pp. 4678-4721
-
-
Robins, J.M.1
Orellana, L.2
Rotnitzky, A.3
-
9
-
-
7744234104
-
Placebo-free designs for evaluating new mental health treatments: The use of adaptive treatment strategies
-
Dawson R, Lavori PW. Placebo-free designs for evaluating new mental health treatments: The use of adaptive treatment strategies. Stat Med. 2004 ; 23: 3249-62
-
(2004)
Stat Med
, vol.23
, pp. 3249-3262
-
-
Dawson, R.1
Lavori, P.W.2
-
10
-
-
84864102291
-
Estimating the optimal dynamic antipsychotic treatment regime: Evidence from the sequential-multiple assignment randomized CATIE Schizophrenia Study
-
Shortreed SM, Moodie EEM. Estimating the optimal dynamic antipsychotic treatment regime: Evidence from the sequential-multiple assignment randomized CATIE Schizophrenia Study. J R Stat Soc Ser C Appl Stat. 2012 ; 61: 577-99
-
(2012)
J R Stat Soc ser C Appl Stat
, vol.61
, pp. 577-599
-
-
Shortreed, S.M.1
Moodie, E.E.M.2
-
11
-
-
84901199092
-
Inference for optimal dynamic treatment regimes using an adaptive m-out-of-n bootstrap scheme
-
Chakraborty B, Laber EB, Zhao Y. Inference for optimal dynamic treatment regimes using an adaptive m-out-of-n bootstrap scheme. Biometrics. 2013 ; 69: 714-23
-
(2013)
Biometrics
, vol.69
, pp. 714-723
-
-
Chakraborty, B.1
Laber, E.B.2
Zhao, Y.3
-
12
-
-
0011816661
-
Improving chronic illness care: Translating evidence into action
-
Wagner EH, Austin BT, Davis C, et al. Improving chronic illness care: Translating evidence into action. Health Aff. 2001 ; 20: 64-78
-
(2001)
Health Aff
, vol.20
, pp. 64-78
-
-
Wagner, E.H.1
Austin, B.T.2
Davis, C.3
-
14
-
-
49549111174
-
Adaptive interventions in drug court: A pilot experiment
-
Marlowe DB, Festinger DS, Arabia PL, et al. Adaptive interventions in drug court: A pilot experiment. Crim Justice Rev. 2008 ; 33: 343-60
-
(2008)
Crim Justice Rev
, vol.33
, pp. 343-360
-
-
Marlowe, D.B.1
Festinger, D.S.2
Arabia, P.L.3
-
15
-
-
70349728572
-
Adaptive interventions may optimize outcomes in drug courts: A pilot study
-
Marlowe DB, Festinger DS, Arabia PL, et al. Adaptive interventions may optimize outcomes in drug courts: A pilot study. Curr Psychiatry Rep. 2009 ; 11: 370-76
-
(2009)
Curr Psychiatry Rep
, vol.11
, pp. 370-376
-
-
Marlowe, D.B.1
Festinger, D.S.2
Arabia, P.L.3
-
16
-
-
0034364917
-
A design for testing clinical strategies: Biased adaptive within-subject randomization
-
Lavori PW, Dawson R. A design for testing clinical strategies: Biased adaptive within-subject randomization. J R Stat Soc Ser A Stat Soc. 2000 ; 163: 29-38
-
(2000)
J R Stat Soc ser A Stat Soc
, vol.163
, pp. 29-38
-
-
Lavori, P.W.1
Dawson, R.2
-
17
-
-
85047692405
-
Dynamic treatment regimes: Practical design considerations
-
Lavori PW, Dawson R. Dynamic treatment regimes: Practical design considerations. Clin Trials. 2004 ; 1: 9-20
-
(2004)
Clin Trials
, vol.1
, pp. 9-20
-
-
Lavori, P.W.1
Dawson, R.2
-
18
-
-
19144362679
-
An experimental design for the development of adaptive treatment strategies
-
Murphy SA. An experimental design for the development of adaptive treatment strategies. Stat Med. 2005 ; 24: 1455-81
-
(2005)
Stat Med
, vol.24
, pp. 1455-1481
-
-
Murphy, S.A.1
-
19
-
-
0031467621
-
A randomized, controlled phase III study of cyclophosphamide, doxorubicin, and vincristine with etoposide (CAV-E) or teniposide (CAV-T), followed by recombinant interferon-α maintenance therapy or observation, in small cell lung carcinoma patients with complete responses
-
Tummarello D, Mari D, Graziano F, et al. A randomized, controlled phase III study of cyclophosphamide, doxorubicin, and vincristine with etoposide (CAV-E) or teniposide (CAV-T), followed by recombinant interferon-α maintenance therapy or observation, in small cell lung carcinoma patients with complete responses. Cancer. 1997 ; 80: 2222-29
-
(1997)
Cancer
, vol.80
, pp. 2222-2229
-
-
Tummarello, D.1
Mari, D.2
Graziano, F.3
-
20
-
-
0033554684
-
Treatment of high-risk neuroblastoma with intensive chemotherapy, radiotherapy, autologous bone marrow transplantation, and 13-cis-retinoic acid
-
Matthay KK, Villablanca JG, Seeger RC, et al. Treatment of high-risk neuroblastoma with intensive chemotherapy, radiotherapy, autologous bone marrow transplantation, and 13-cis-retinoic acid. N Engl J Med. 1999 ; 341: 1165-73
-
(1999)
N Engl J Med
, vol.341
, pp. 1165-1173
-
-
Matthay, K.K.1
Villablanca, J.G.2
Seeger, R.C.3
-
21
-
-
33745982067
-
Rituximab-CHOP versus CHOP alone or with maintenance rituximab in older patients with diffuse large B-cell lymphoma
-
Habermann TM, Weller EA, Morrison VA, et al. Rituximab-CHOP versus CHOP alone or with maintenance rituximab in older patients with diffuse large B-cell lymphoma. J Clin Oncol. 2006 ; 24: 3121-27
-
(2006)
J Clin Oncol
, vol.24
, pp. 3121-3127
-
-
Habermann, T.M.1
Weller, E.A.2
Morrison, V.A.3
-
22
-
-
71049118529
-
Sequential multiple-assignment randomized trial design of neurobehavioral treatment for patients with metastatic malignant melanoma undergoing high-dose interferon-alpha therapy
-
Auyeung SF, Long Q, Royster EB, et al. Sequential multiple-assignment randomized trial design of neurobehavioral treatment for patients with metastatic malignant melanoma undergoing high-dose interferon-alpha therapy. Clin Trials. 2009 ; 6: 480-90
-
(2009)
Clin Trials
, vol.6
, pp. 480-490
-
-
Auyeung, S.F.1
Long, Q.2
Royster, E.B.3
-
23
-
-
77957344540
-
Bortezomib, melphalan, and prednisone versus bortezomib, thalidomide, and prednisone as induction therapy followed by maintenance treatment with bortezomib and thalidomide versus bortezomib and prednisone in elderly patients with untreated multiple myeloma: A randomised trial
-
Mateos MV, Oriol A, Martínez-López J, et al. Bortezomib, melphalan, and prednisone versus bortezomib, thalidomide, and prednisone as induction therapy followed by maintenance treatment with bortezomib and thalidomide versus bortezomib and prednisone in elderly patients with untreated multiple myeloma: A randomised trial. Lancet Oncol. 2010 ; 11: 934-41
-
(2010)
Lancet Oncol
, vol.11
, pp. 934-941
-
-
Mateos, M.V.1
Oriol, A.2
Martínez-López, J.3
-
24
-
-
84906091605
-
-
ClinicalTrials.gov database, updated 26 April 2012. National Institutes of Health, Bethesda, MD accessed 24 July 2013
-
KasariC. Developmental and Augmented Intervention for Facilitating Expressive Language (CCNIA) (ClinicalTrials.gov database, updated 26 April 2012). National Institutes of Health, Bethesda, MD, 2009. Available at: http://clinicaltrials.gov/ct2/show/NCT01013545 (accessed 24 July 2013).
-
(2009)
Developmental and Augmented Intervention for Facilitating Expressive Language (CCNIA)
-
-
Kasari, C.1
-
25
-
-
84867783897
-
Experimental design and primary data analysis methods for comparing adaptive interventions
-
Nahum-Shani I, Qian M, Almirall D, et al. Experimental design and primary data analysis methods for comparing adaptive interventions. Psychol Methods. 2012 ; 17: 457-77
-
(2012)
Psychol Methods
, vol.17
, pp. 457-477
-
-
Nahum-Shani, I.1
Qian, M.2
Almirall, D.3
-
26
-
-
84874401815
-
Q-Learning: A data analysis method for constructing adaptive interventions
-
Nahum-Shani I, Qian M, Almirall D, et al. Q-Learning: A data analysis method for constructing adaptive interventions. Psychol Methods. 2012 ; 17: 478-94
-
(2012)
Psychol Methods
, vol.17
, pp. 478-494
-
-
Nahum-Shani, I.1
Qian, M.2
Almirall, D.3
-
28
-
-
84906075197
-
-
Methodology Center accessed 4 May 2014
-
Methodology Center. Projects involving SMART design. Available at: http://methodology.psu.edu/ra/adap-treat-strat/projects (accessed 4 May 2014).
-
Projects Involving SMART Design
-
-
-
29
-
-
84906091739
-
-
accessed 4 May 2014
-
LaberEB. List of SMART studies. Available at: http://www4.stat.ncsu.edu/ ∼eblaber/smart (accessed 4 May 2014).
-
List of SMART Studies
-
-
Laber, E.B.1
-
30
-
-
84906080182
-
-
Methodology Center accessed 4 May 2014
-
Methodology Center. NIH funding for SMART. http://methodology.psu.edu/ra/ adap-inter/NIHfunding (accessed 4 May 2014).
-
NIH Funding for SMART
-
-
-
31
-
-
78650346527
-
Sample size calculations for evaluating treatment policies in multi-stage designs
-
Dawson R, Lavori PW. Sample size calculations for evaluating treatment policies in multi-stage designs. Clin Trials. 2010 ; 7: 643-52
-
(2010)
Clin Trials
, vol.7
, pp. 643-652
-
-
Dawson, R.1
Lavori, P.W.2
-
32
-
-
84867825525
-
-
Shrout PE Keyes KM Ornstein K, ed. New York: Oxford University Press;
-
Oetting AI, Levy JA, Weiss RD, Murphy SA Causality and Psychopathology: Finding the Determinants of Disorders and their Cures. Shrout PE Keyes KM Ornstein K, ed. New York: Oxford University Press ; 2011: 179-205.
-
(2011)
Causality and Psychopathology: Finding the Determinants of Disorders and Their Cures
, pp. 179-205
-
-
Oetting, A.I.1
Levy, J.A.2
Weiss, R.D.3
Murphy, S.A.4
-
33
-
-
84864002341
-
Designing a pilot sequential multiple assignment randomized trial for developing an adaptive treatment strategy
-
Almirall D, Compton SN, Gunlicks-Stoessel M, Duan N, Murphy SA. Designing a pilot sequential multiple assignment randomized trial for developing an adaptive treatment strategy. Stat Med. 2012 ; 31: 1887-902
-
(2012)
Stat Med
, vol.31
, pp. 1887-1902
-
-
Almirall, D.1
Compton, S.N.2
Gunlicks-Stoessel, M.3
Duan, N.4
Murphy, S.A.5
-
34
-
-
84864380937
-
SMART design issues and the consideration of opposing outcomes: Discussion of 'Evaluation of viable dynamic treatment regimes in a sequentially randomized trial of advanced prostate cancer' by Wang, Rotnitzky, Lin, Millikan, and Thall
-
Almirall D, Lizotte D, Murphy SA. SMART design issues and the consideration of opposing outcomes: Discussion of 'Evaluation of viable dynamic treatment regimes in a sequentially randomized trial of advanced prostate cancer' by Wang, Rotnitzky, Lin, Millikan, and Thall. J Am Stat Assoc. 2012 ; 107: 509-12
-
(2012)
J Am Stat Assoc
, vol.107
, pp. 509-512
-
-
Almirall, D.1
Lizotte, D.2
Murphy, S.A.3
-
35
-
-
77950539248
-
Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, part I: Main content
-
Orellana L, Rotnitzky A, Robins JM. Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, part I: Main content. Int J Biostat. 2010 ; 6 :
-
(2010)
Int J Biostat
, vol.6
-
-
Orellana, L.1
Rotnitzky, A.2
Robins, J.M.3
-
36
-
-
84869185228
-
Q-learning for estimating optimal dynamic treatment rules from observational data
-
Moodie EEM, Chakraborty B, Kramer MS. Q-learning for estimating optimal dynamic treatment rules from observational data. Can J Stat. 2012 ; 40: 629-45
-
(2012)
Can J Stat
, vol.40
, pp. 629-645
-
-
Moodie, E.E.M.1
Chakraborty, B.2
Kramer, M.S.3
-
38
-
-
23244437791
-
A generalization error for Q-learning
-
Murphy SA. A generalization error for Q-learning. J Mach Learn Res. 2005 ; 6: 1073-97
-
(2005)
J Mach Learn Res
, vol.6
, pp. 1073-1097
-
-
Murphy, S.A.1
-
39
-
-
70449449564
-
Reinforcement learning design for cancer clinical trials
-
Zhao Y, Kosorok MR, Zeng D. Reinforcement learning design for cancer clinical trials. Stat Med. 2009 ; 28: 3294-315
-
(2009)
Stat Med
, vol.28
, pp. 3294-3315
-
-
Zhao, Y.1
Kosorok, M.R.2
Zeng, D.3
-
40
-
-
84870657864
-
Estimating individual treatment rules using outcome weighted learning
-
Zhao YQ, Zeng D, Rush AJ, Kosorok MR. Estimating individual treatment rules using outcome weighted learning. J Am Stat Assoc. 2012 ; 107: 1106-18
-
(2012)
J Am Stat Assoc
, vol.107
, pp. 1106-1118
-
-
Zhao, Y.Q.1
Zeng, D.2
Rush, A.J.3
Kosorok, M.R.4
-
41
-
-
84871667403
-
A robust method for estimating optimal treatment regimes
-
Zhang B, Tsiatis AA, Laber EB, Davidian M. A robust method for estimating optimal treatment regimes. Biometrics. 2012 ; 68: 1010-18
-
(2012)
Biometrics
, vol.68
, pp. 1010-1018
-
-
Zhang, B.1
Tsiatis, A.A.2
Laber, E.B.3
Davidian, M.4
-
42
-
-
84882733659
-
Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions
-
Zhang B, Tsiatis AA, Laber EB, Davidian M. Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions. Biometrika. 2013 ; 100: 681-94
-
(2013)
Biometrika
, vol.100
, pp. 681-694
-
-
Zhang, B.1
Tsiatis, A.A.2
Laber, E.B.3
Davidian, M.4
-
43
-
-
80054681541
-
Adaptive confidence intervals for the test error in classification
-
Laber EB, Murphy SA. Adaptive confidence intervals for the test error in classification. J Am Stat Assoc. 2011 ; 106: 904-13
-
(2011)
J Am Stat Assoc
, vol.106
, pp. 904-913
-
-
Laber, E.B.1
Murphy, S.A.2
-
44
-
-
0036192067
-
Estimation of survival distributions of treatment policies in two-stage randomization designs in clinical trials
-
Lunceford JK, Davidian M, Tsiatis AA. Estimation of survival distributions of treatment policies in two-stage randomization designs in clinical trials. Biometrics. 2002 ; 58: 48-57
-
(2002)
Biometrics
, vol.58
, pp. 48-57
-
-
Lunceford, J.K.1
Davidian, M.2
Tsiatis, A.A.3
-
45
-
-
1642358199
-
Optimal estimator for the survival distribution and related quantities for treatment policies in two-stage randomized designs in clinical trials
-
Wahed AS, Tsiatis AA. Optimal estimator for the survival distribution and related quantities for treatment policies in two-stage randomized designs in clinical trials. Biometrics. 2004 ; 60: 124-33
-
(2004)
Biometrics
, vol.60
, pp. 124-133
-
-
Wahed, A.S.1
Tsiatis, A.A.2
-
46
-
-
33644973742
-
Semiparametric efficient estimation of survival distributions in two-stage randomisation designs in clinical trials with censored data
-
Wahed AS, Tsiatis AA. Semiparametric efficient estimation of survival distributions in two-stage randomisation designs in clinical trials with censored data. Biometrika. 2006 ; 93: 163-77
-
(2006)
Biometrika
, vol.93
, pp. 163-177
-
-
Wahed, A.S.1
Tsiatis, A.A.2
-
47
-
-
0034732660
-
Evaluating multiple treatment courses in clinical trials
-
Thall PF, Millikan RE, Sung HG. Evaluating multiple treatment courses in clinical trials. Stat Med. 2000 ; 30: 1011-28
-
(2000)
Stat Med
, vol.30
, pp. 1011-1028
-
-
Thall, P.F.1
Millikan, R.E.2
Sung, H.G.3
-
48
-
-
0036489042
-
Selecting therapeutic strategies based on efficacy and death in multi- course clinical trials
-
Thall PF, Sung HG, Estey EH. Selecting therapeutic strategies based on efficacy and death in multi- course clinical trials. J Am Stat Assoc. 2002 ; 97: 29-39
-
(2002)
J Am Stat Assoc
, vol.97
, pp. 29-39
-
-
Thall, P.F.1
Sung, H.G.2
Estey, E.H.3
-
50
-
-
46149139403
-
A new approach to causal inference in mortality studies with sustained exposure periods - Application to control of the healthy worker survivor effect
-
Robins JM. A new approach to causal inference in mortality studies with sustained exposure periods - Application to control of the healthy worker survivor effect. Math Modelling. 1986 ; 7: 1393-512
-
(1986)
Math Modelling
, vol.7
, pp. 1393-1512
-
-
Robins, J.M.1
-
51
-
-
0002596470
-
-
Sechrest L Freeman H Mulley A, ed. New York: NCHSR, U.S. Public Health Service;
-
Robins JM Health Service Research Methodology: A Focus on AIDS. Sechrest L Freeman H Mulley A, ed. New York: NCHSR, U.S. Public Health Service ; 1989: 113-59.
-
(1989)
Health Service Research Methodology: A Focus on AIDS
, pp. 113-159
-
-
Robins, J.M.1
-
52
-
-
0002903432
-
Information recovery and bias adjustment in proportional hazards regression analysis of randomized trials using surrogate markers
-
Robins JM. Information recovery and bias adjustment in proportional hazards regression analysis of randomized trials using surrogate markers. Proceedings of the biopharmaceutical section, American Statistical Association ; San Francisco, California ;. 24.
-
Proceedings of the Biopharmaceutical Section, American Statistical Association
-
-
Robins, J.M.1
-
54
-
-
41749097233
-
Web-based smoking cessation components and tailoring depth: Results of a randomized trial
-
Strecher V, McClure J, Alexander G, et al. Web-based smoking cessation components and tailoring depth: Results of a randomized trial. Am J Prev Med. 2008 ; 34: 373-81
-
(2008)
Am J Prev Med
, vol.34
, pp. 373-381
-
-
Strecher, V.1
McClure, J.2
Alexander, G.3
-
56
-
-
84972969037
-
Correcting for non-compliance in randomized trials using structural nested mean models
-
Robins JM. Correcting for non-compliance in randomized trials using structural nested mean models. Commun Stat Theory. 1994 ; 23: 2379-412
-
(1994)
Commun Stat Theory
, vol.23
, pp. 2379-2412
-
-
Robins, J.M.1
-
58
-
-
0033847784
-
Marginal structural models and causal inference in epidemiology
-
Robins JM, Hernán MA, Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology. 2000 ; 11: 550-60
-
(2000)
Epidemiology
, vol.11
, pp. 550-560
-
-
Robins, J.M.1
Ma, H.2
Brumback, B.3
-
61
-
-
84906096414
-
-
accessed 4 May 2014
-
XinJChakrabortyBLaberEB. qLearn. Available at: http://cran.r-project.org/ web/packages/qLearn/index.html (2012, accessed 4 May 2014).
-
(2012)
QLearn
-
-
Xin, J.1
Chakraborty, B.2
Laber, E.B.3
-
63
-
-
84950461478
-
Estimating the error rate of a prediction rule: Improvement on cross-validation
-
Efron B. Estimating the error rate of a prediction rule: Improvement on cross-validation. J Am Stat Assoc. 1983 ; 78: 316-31
-
(1983)
J Am Stat Assoc
, vol.78
, pp. 316-331
-
-
Efron, B.1
-
64
-
-
0001020401
-
Recent advances in error rate estimation
-
Hand DJ. Recent advances in error rate estimation. Pattern Recognit Lett. 1986 ; 4: 335-46
-
(1986)
Pattern Recognit Lett
, vol.4
, pp. 335-346
-
-
Hand, D.J.1
-
65
-
-
0003684449
-
-
2nd edn). Springer, New York, 2009. New York: Springer;
-
Hastie T, Tibshirani R, Friedman J The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2 nd edn). Springer, New York, 2009. New York: Springer ; 2009 :
-
(2009)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
68
-
-
84874802051
-
-
Laber EB, Lizotte D, Qian M, Pelham WE, Murphy SA. Statistical inference in dynamic treatment regimes. arXiv: 1006.5831v3 [stat.ME], 26 November 2013.. :
-
Statistical Inference in Dynamic Treatment Regimes. ArXiv: 1006.5831v3 [Stat.ME], 26 November 2013
-
-
Laber, E.B.1
Lizotte, D.2
Qian, M.3
Pelham, W.E.4
Murphy, S.A.5
-
70
-
-
0000654872
-
A note on proving that the (modified) bootstrap works
-
Swanepoel JWH. A note on proving that the (modified) bootstrap works. Commun Stat Theory. 1986 ; 15: 3193-203
-
(1986)
Commun Stat Theory
, vol.15
, pp. 3193-3203
-
-
Swanepoel, J.W.H.1
-
71
-
-
21144474615
-
On nondifferentiable functions and the bootstrap
-
Dümbgen L. On nondifferentiable functions and the bootstrap. Probab Theory Rel. 1993 ; 95: 125-40
-
(1993)
Probab Theory Rel
, vol.95
, pp. 125-140
-
-
Dümbgen, L.1
-
72
-
-
0042304469
-
Bootstrap sample size in nonregular cases
-
Shao J. Bootstrap sample size in nonregular cases. Proc Am Math Soc. 1994 ; 122: 1251-62
-
(1994)
Proc Am Math Soc
, vol.122
, pp. 1251-1262
-
-
Shao, J.1
-
73
-
-
0642310183
-
Resampling fewer than n observations: Gains, losses and remedies for losses
-
Bickel P, Gotze F, van Zwet W. Resampling fewer than n observations: Gains, losses and remedies for losses. Statistica Sinica. 1997 ; 7: 1-31
-
(1997)
Statistica Sinica
, vol.7
, pp. 1-31
-
-
Bickel, P.1
Gotze, F.2
Van Zwet, W.3
-
74
-
-
0023185342
-
Equipoise and the ethics of clinical research
-
Freedman B. Equipoise and the ethics of clinical research. N Engl J Med. 1987 ; 317: 141-45
-
(1987)
N Engl J Med
, vol.317
, pp. 141-145
-
-
Freedman, B.1
|