2006 |
12 | EE | M. Alan Brookhart,
Mark J. van der Laan:
A semiparametric model selection criterion with applications to the marginal structural model.
Computational Statistics & Data Analysis 50(2): 475-498 (2006) |
11 | EE | Romain Neugebauer,
Mark J. van der Laan:
Causal effects in longitudinal studies: Definition and maximum likelihood estimation.
Computational Statistics & Data Analysis 51(3): 1664-1675 (2006) |
10 | EE | Romain Neugebauer,
Mark J. van der Laan:
G-computation estimation for causal inference with complex longitudinal data.
Computational Statistics & Data Analysis 51(3): 1676-1697 (2006) |
9 | EE | Sündüz Keles,
Mark J. van der Laan,
Sandrine Dudoit,
Simon E. Cawley:
Multiple Testing Methods For ChIP - Chip High Density Oligonucleotide Array Data.
Journal of Computational Biology 13(3): 579-613 (2006) |
2005 |
8 | EE | Sach Mukherjee,
Stephen J. Roberts,
Mark J. van der Laan:
Data-adaptive test statistics for microarray data.
ECCB/JBI 2005: 114 |
7 | EE | Biao Xing,
Mark J. van der Laan:
A causal inference approach for constructing transcriptional regulatory networks.
Bioinformatics 21(21): 4007-4013 (2005) |
6 | EE | Biao Xing,
Mark J. van der Laan:
A Statistical Method for Constructing Transcriptional Regulatory Networks Using Gene Expression and Sequence Data.
Journal of Computational Biology 12(2): 229-246 (2005) |
2004 |
5 | EE | Sündüz Keles,
Mark J. van der Laan,
Chris Vulpe:
Regulatory motif finding by logic regression.
Bioinformatics 20(16): 2799-2811 (2004) |
2003 |
4 | | Katherine S. Pollard,
Mark J. van der Laan:
Multiple Testing for Gene Expression Data: An Investigation of Null Distributions with Consequences for the Permutation Test.
METMBS 2003: 3-9 |
3 | EE | Maja Miloslavsky,
Mark J. van der Laan:
Fitting of mixtures with unspecified number of components using cross validation distance estimate.
Computational Statistics & Data Analysis 41(3-4): 413-428 (2003) |
2 | EE | Sandrine Dudoit,
Mark J. van der Laan,
Sündüz Keles,
Annette M. Molinaro,
Sandra E. Sinisi,
Siew Leng Teng:
Loss-based estimation with cross-validation: applications to microarray data analysis.
SIGKDD Explorations 5(2): 56-68 (2003) |
2002 |
1 | | Sündüz Keles,
Mark J. van der Laan,
Michael B. Eisen:
Identification of regulatory elements using a feature selection method.
Bioinformatics 18(9): 1167-1175 (2002) |