-
1
-
-
0001665174
-
Statistical modelling of data on teaching styles (with discussion)
-
M. Aitkin, D. Anderson, J.P. Hinde, Statistical modelling of data on teaching styles (with discussion), J. Roy. Statist. Soc. Ser. B 144 (1981) 419-461.
-
(1981)
J. Roy. Statist. Soc. Ser. B
, vol.144
, pp. 419-461
-
-
Aitkin, M.1
Anderson, D.2
Hinde, J.P.3
-
2
-
-
0034598746
-
Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling
-
A.A. Alizadeh, M.B. Eisen, R.E. Davis, C. Ma, I.S. Lossos, A. Rosenwald, J.C. Boldrick, H. Sabet, T. Truc, X. Yu, J.I. Powell, L. Yang, et al., Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling, Nature 403 (2000) 503-511.
-
(2000)
Nature
, vol.403
, pp. 503-511
-
-
Alizadeh, A.A.1
Eisen, M.B.2
Davis, R.E.3
Ma, C.4
Lossos, I.S.5
Rosenwald, A.6
Boldrick, J.C.7
Sabet, H.8
Truc, T.9
Yu, X.10
Powell, J.I.11
Yang, L.12
-
3
-
-
0037187833
-
A mixture model approach for the analysis of microarray gene expression data
-
D.B. Allison, G.L. Gadbury, M.S. Heo, J.R. Fernández, C.-K. Lee, I.A. Prolla, R. Weindruch, A mixture model approach for the analysis of microarray gene expression data, Comput. Statist. Data Anal. 39 (2002) 1-20.
-
(2002)
Comput. Statist. Data Anal.
, vol.39
, pp. 1-20
-
-
Allison, D.B.1
Gadbury, G.L.2
Heo, M.S.3
Fernández, J.R.4
Lee, C.-K.5
Prolla, I.A.6
Weindruch, R.7
-
4
-
-
0033536012
-
Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
-
U. Alon, N. Barkai, D.A. Notterman, K. Gish, S. Ybarra, D. Mack, A.J. Levine, Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays, Proc. Nat. Acad. Sci. 96 (1999) 6745-6750.
-
(1999)
Proc. Nat. Acad. Sci.
, vol.96
, pp. 6745-6750
-
-
Alon, U.1
Barkai, N.2
Notterman, D.A.3
Gish, K.4
Ybarra, S.5
Mack, D.6
Levine, A.J.7
-
5
-
-
0001582848
-
Contribution to the discussion of paper by M.S. Bartlett
-
G.A. Barnard, Contribution to the discussion of paper by M.S. Bartlett, J. Roy. Statist. Soc. Ser. B 25 (1963) 294.
-
(1963)
J. Roy. Statist. Soc. Ser. B
, vol.25
, pp. 294
-
-
Barnard, G.A.1
-
7
-
-
0035923521
-
Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinaom subclasses
-
A. Bhattacharjee, W.G. Richards, J. Staunton, C. Li, S. Monti, P. Vasa, C. Ladd, et al., Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinaom subclasses, Proc. Nat. Acad. Sci. 98 (2001) 13790-13795.
-
(2001)
Proc. Nat. Acad. Sci.
, vol.98
, pp. 13790-13795
-
-
Bhattacharjee, A.1
Richards, W.G.2
Staunton, J.3
Li, C.4
Monti, S.5
Vasa, P.6
Ladd, C.7
-
8
-
-
0034601455
-
Molecular classification of cutaneous malignant
-
M. Bittner, P. Meltzer, Y. Chen, Y. Jiang, E. Seftor, M. Hendrix, M. Radmacher, R. Simon, Z. Yakhini, A. Ben-Dor, et al., Molecular classification of cutaneous malignant, Nature 406 (2000) 536-540.
-
(2000)
Nature
, vol.406
, pp. 536-540
-
-
Bittner, M.1
Meltzer, P.2
Chen, Y.3
Jiang, Y.4
Seftor, E.5
Hendrix, M.6
Radmacher, M.7
Simon, R.8
Yakhini, Z.9
Ben-Dor, A.10
-
9
-
-
0036012351
-
Paired and unpaired comparison and clustering with gene expression data
-
J. Bryan, K.S. Pollard, M.J. van der Laan, Paired and unpaired comparison and clustering with gene expression data, Statist. Sinica 12 (2002) 87-110.
-
(2002)
Statist. Sinica
, vol.12
, pp. 87-110
-
-
Bryan, J.1
Pollard, K.S.2
Van Der Laan, M.J.3
-
11
-
-
0032709539
-
Some computational issues in cluster analysis with no a priori metric
-
D. Coleman, X. Dong, J. Hardin, D.M. Rocke, D.L. Woodruff, Some computational issues in cluster analysis with no a priori metric, Comput. Statist. Data Anal. 31 (1999) 1-11.
-
(1999)
Comput. Statist. Data Anal.
, vol.31
, pp. 1-11
-
-
Coleman, D.1
Dong, X.2
Hardin, J.3
Rocke, D.M.4
Woodruff, D.L.5
-
12
-
-
0002629270
-
Maximum likelihood from incomplete data via the em algorithm (with discussion)
-
A.P. Dempster, N.M. Laird, D.B. Rubin, Maximum likelihood from incomplete data via the EM algorithm (with discussion), J. Roy. Statist. Soc. Ser. B 39 (1977) 1-38.
-
(1977)
J. Roy. Statist. Soc. Ser. B
, vol.39
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
13
-
-
0037172724
-
A prediction-based resampling method for estimating the number of clusters in a dataset
-
research0036.1-0036.21
-
S. Dudoit, J. Fridlyand, A prediction-based resampling method for estimating the number of clusters in a dataset, Genome Biol. 3 (2002) research0036.1-0036.21.
-
(2002)
Genome Biol.
, vol.3
-
-
Dudoit, S.1
Fridlyand, J.2
-
14
-
-
3342964832
-
Classification in microarray experiments
-
T. Speed (Ed.), Chapman & Hall/CRC, Boca Raton, FL
-
S. Dudoit, J. Fridlyand, Classification in microarray experiments, in: T. Speed (Ed.), Statistical Analysis of Gene Expression Microarray Data, Chapman & Hall/CRC, Boca Raton, FL, 2003, pp. 93-158.
-
(2003)
Statistical Analysis of Gene Expression Microarray Data
, pp. 93-158
-
-
Dudoit, S.1
Fridlyand, J.2
-
15
-
-
0032441150
-
Cluster analysis and display of genome-wide expression patterns
-
M.B. Eisen, P.T. Spellmann, P.O. Brown, D. Botstein, Cluster analysis and display of genome-wide expression patterns, Proc. Nat. Acad. Sci. 95 (1998) 14863-14868.
-
(1998)
Proc. Nat. Acad. Sci.
, vol.95
, pp. 14863-14868
-
-
Eisen, M.B.1
Spellmann, P.T.2
Brown, P.O.3
Botstein, D.4
-
16
-
-
84945923591
-
A method for comparing two hierarchical clusterings
-
E.B. Fowlkes, C.L. Mallows, A method for comparing two hierarchical clusterings, J. Amer. Statist. Assoc. 78 (1983) 553-584.
-
(1983)
J. Amer. Statist. Assoc.
, vol.78
, pp. 553-584
-
-
Fowlkes, E.B.1
Mallows, C.L.2
-
17
-
-
0033569406
-
Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
-
T.R. Golub, D.K. Slonim, P. Tamayo, C. Huard, M. Gassenbeck, J.P. Mesirov, H. Coller, M.L. Loh, J.R. Downing, M.A. Caligiuri, C.D. Bloomfield, E.S. Lander, Molecular classification of cancer: class discovery and class prediction by gene expression monitoring, Science 286 (1999) 531-537.
-
(1999)
Science
, vol.286
, pp. 531-537
-
-
Golub, T.R.1
Slonim, D.K.2
Tamayo, P.3
Huard, C.4
Gassenbeck, M.5
Mesirov, J.P.6
Coller, H.7
Loh, M.L.8
Downing, J.R.9
Caligiuri, M.A.10
Bloomfield, C.D.11
Lander, E.S.12
-
18
-
-
0036188158
-
Mixture modelling of gene expression data from microarray experiments
-
D. Ghosh, A.M. Chinnaiyan, Mixture modelling of gene expression data from microarray experiments, Bioinformatics 18 (2002) 275-286.
-
(2002)
Bioinformatics
, vol.18
, pp. 275-286
-
-
Ghosh, D.1
Chinnaiyan, A.M.2
-
19
-
-
33748888529
-
Statistical theory in clustering
-
J.A. Hartigan, Statistical theory in clustering, J. Classification 2 (1985) 63-76.
-
(1985)
J. Classification
, vol.2
, pp. 63-76
-
-
Hartigan, J.A.1
-
20
-
-
0034568109
-
'Gene shaving' as a method for identifying distinct sets of genes with similar expression patterns
-
research0003.1-0003.21
-
T. Hastie, R. Tibshirani, M.B. Eisen, A. Alizadeh, R. Levy, L. Staudt, W.C. Chan, D. Botstein, P. Brown, 'Gene shaving' as a method for identifying distinct sets of genes with similar expression patterns, Genome Biol. 1 (2000) research0003.1-0003.21.
-
(2000)
Genome Biol.
, vol.1
-
-
Hastie, T.1
Tibshirani, R.2
Eisen, M.B.3
Alizadeh, A.4
Levy, R.5
Staudt, L.6
Chan, W.C.7
Botstein, D.8
Brown, P.9
-
22
-
-
0005000523
-
Using quantiles to study shape
-
F. Mosteller, J.W. Tukey (Eds.), Wiley, New York
-
D.C. Hoaglin, Using quantiles to study shape, in: F. Mosteller, J.W. Tukey (Eds.), Explaining Data Tables, Trends, and Shapes, Wiley, New York, 1985, pp. 417-460.
-
(1985)
Explaining Data Tables, Trends, and Shapes
, pp. 417-460
-
-
Hoaglin, D.C.1
-
23
-
-
0002002528
-
A simplified Monte Carlo significance test procedure
-
A.C.A. Hope, A simplified Monte Carlo significance test procedure, J. Roy. Statist. Soc. Ser. A 30 (1968) 582-598.
-
(1968)
J. Roy. Statist. Soc. Ser. A
, vol.30
, pp. 582-598
-
-
Hope, A.C.A.1
-
24
-
-
1242345793
-
Parameter estimation for the calibration and variance stabilization of microarray data
-
Article 3
-
W. Huber, A. von Heydebreck, H. Sueltmann, A. Poustka, M. Vingron, Parameter estimation for the calibration and variance stabilization of microarray data, Statist. Appl. Genetics Molecular Biol. 2(1) (2003) Article 3.
-
(2003)
Statist. Appl. Genetics Molecular Biol.
, vol.2
, Issue.1
-
-
Huber, W.1
Von Heydebreck, A.2
Sueltmann, H.3
Poustka, A.4
Vingron, M.5
-
25
-
-
0142121516
-
Exploration, normalization, and summaries of high density oligonucleotide array probe level data
-
R.A. Irizarry, B. Hobbs, F. Collin, Y.D. Beazer-Barclay, K.J. Antonellis, U. Scherf, T.P. Speed, Exploration, normalization, and summaries of high density oligonucleotide array probe level data, Biostatistics 4 (2003) 249-264.
-
(2003)
Biostatistics
, vol.4
, pp. 249-264
-
-
Irizarry, R.A.1
Hobbs, B.2
Collin, F.3
Beazer-Barclay, Y.D.4
Antonellis, K.J.5
Scherf, U.6
Speed, T.P.7
-
27
-
-
0023905024
-
A criterion for determining the number of groups in a dataset using sum of squares clustering
-
W.J. Krzanowski, Y. Lai, A criterion for determining the number of groups in a dataset using sum of squares clustering, Biometrics 44 (1985) 23-34.
-
(1985)
Biometrics
, vol.44
, pp. 23-34
-
-
Krzanowski, W.J.1
Lai, Y.2
-
28
-
-
15044339834
-
Bayesian clustering with variable and transformation selections
-
J.M. Bernardo, M.J. Bayarri, J.O. Berger, A.P. Dawid, D. Heckerman, A.F.M. Smith, M. West (Eds.), Oxford University Press, Oxford
-
J.S. Liu, J.L. Zhang, M.J. Palumbo, C.E. Lawrence, Bayesian clustering with variable and transformation selections, in: J.M. Bernardo, M.J. Bayarri, J.O. Berger, A.P. Dawid, D. Heckerman, A.F.M. Smith, M. West (Eds.), Bayesian Statistics, Vol. 7, Oxford University Press, Oxford, 2003, pp. 249-275.
-
(2003)
Bayesian Statistics
, vol.7
, pp. 249-275
-
-
Liu, J.S.1
Zhang, J.L.2
Palumbo, M.J.3
Lawrence, C.E.4
-
29
-
-
0023570352
-
On bootstrapping the likelihood ratio test statistic for the number of components in a normal mixture
-
G.J. McLachlan, On bootstrapping the likelihood ratio test statistic for the number of components in a normal mixture, Appl. Statist. 36 (1987) 318-324.
-
(1987)
Appl. Statist.
, vol.36
, pp. 318-324
-
-
McLachlan, G.J.1
-
30
-
-
0036203115
-
A mixture model-based approach to the clustering of microarray expression data
-
G.J. McLachlan, R.W. Bean, D. Peel, A mixture model-based approach to the clustering of microarray expression data, Bioinformatics 18 (2002) 413-422.
-
(2002)
Bioinformatics
, vol.18
, pp. 413-422
-
-
McLachlan, G.J.1
Bean, R.W.2
Peel, D.3
-
32
-
-
0012386026
-
On a resampling approach to choosing the number of components in normal mixture models
-
L. Billard, N.I. Fisher (Eds.), Interface Foundation of North America, Fairfax Station, VA
-
G.J. McLachlan, D. Peel, On a resampling approach to choosing the number of components in normal mixture models, in: L. Billard, N.I. Fisher (Eds.), Computing Science and Statistics, Vol. 28, Interface Foundation of North America, Fairfax Station, VA, 1997, pp. 260-266.
-
(1997)
Computing Science and Statistics
, vol.28
, pp. 260-266
-
-
McLachlan, G.J.1
Peel, D.2
-
33
-
-
84947788012
-
Robust cluster analysis via mixtures of multivariate t-distributions
-
A. Amin, D. Dori, P. Pudil, H. Freeman (Eds.), Springer, Berlin
-
G.J. McLachlan, D. Peel, Robust cluster analysis via mixtures of multivariate t-distributions, in: A. Amin, D. Dori, P. Pudil, H. Freeman (Eds.), Lecture Notes in Computer Science, Vol. 1451, Springer, Berlin, 1998, pp. 658-666.
-
(1998)
Lecture Notes in Computer Science
, vol.1451
, pp. 658-666
-
-
McLachlan, G.J.1
Peel, D.2
-
35
-
-
0001921693
-
Mixtures of factor analyzers
-
P. Langley (Ed.), Morgan Kaufmann, San Francisco
-
G.J. McLachlan, D. Peel, Mixtures of factor analyzers, in: P. Langley (Ed.), Proceedings of the 17th International Conference on Machine Learning, Morgan Kaufmann, San Francisco, 2000, pp. 599-606.
-
(2000)
Proceedings of the 17th International Conference on Machine Learning
, pp. 599-606
-
-
McLachlan, G.J.1
Peel, D.2
-
36
-
-
0006122854
-
Fitting of mixtures of normal and t-components
-
G.J. McLachlan, D. Peel, K.E. Basford, P. Adams, Fitting of mixtures of normal and t-components, J. Statist. Software 4 (1999) 2.
-
(1999)
J. Statist. Software
, vol.4
, pp. 2
-
-
McLachlan, G.J.1
Peel, D.2
Basford, K.E.3
Adams, P.4
-
37
-
-
0037469105
-
Modelling high-dimensional data by mixtures of factor analyzers
-
G.J. McLachlan, D. Peel, R.W. Bean, Modelling high-dimensional data by mixtures of factor analyzers, Comput. Statist. Data Anal. 41 (2003) 379-388.
-
(2003)
Comput. Statist. Data Anal.
, vol.41
, pp. 379-388
-
-
McLachlan, G.J.1
Peel, D.2
Bean, R.W.3
-
38
-
-
0141871186
-
-
Springer, New York
-
G. Parmigiani, E.S. Garrett, R.A. Irizarry, S.L. Zeger (Eds.), The Analysis of Gene Expression Data, Springer, New York, 2003.
-
(2003)
The Analysis of Gene Expression Data
-
-
Parmigiani, G.1
Garrett, E.S.2
Irizarry, R.A.3
Zeger, S.L.4
-
39
-
-
0041407143
-
Robust mixture modelling using the t-distribution
-
D. Peel, G.J. McLachlan, Robust mixture modelling using the t-distribution, Statist. Comput. 10 (2000) 335-344.
-
(2000)
Statist. Comput.
, vol.10
, pp. 335-344
-
-
Peel, D.1
McLachlan, G.J.2
-
40
-
-
0036129820
-
Statistical inference for simultaneous clustering of gene expression data
-
K.S. Pollard, M.J. van der Laan, Statistical inference for simultaneous clustering of gene expression data, Math. Biosci. 176 (2002) 99-121.
-
(2002)
Math. Biosci.
, vol.176
, pp. 99-121
-
-
Pollard, K.S.1
Van Der Laan, M.J.2
-
41
-
-
0037606155
-
Approximate variance-stabilizing transformations for gene-expression microarray data
-
D.M. Rocke, B. Durbin, Approximate variance-stabilizing transformations for gene-expression microarray data, Bioinformatics 19 (2003) 966-972.
-
(2003)
Bioinformatics
, vol.19
, pp. 966-972
-
-
Rocke, D.M.1
Durbin, B.2
-
42
-
-
0000120766
-
Estimating the dimension of a model
-
G. Schwarz, Estimating the dimension of a model, Ann. Statist. 6 (1978) 461-464.
-
(1978)
Ann. Statist.
, vol.6
, pp. 461-464
-
-
Schwarz, G.1
-
43
-
-
18244409933
-
Diffuse large B-cell lymphoma outcome prediction by gene-expression profiling and supervised machine learning
-
M.A. Shipp, K.M. Ross, P. Tamayo, A.P. Weng, J.L. Kutok, R.C.T. Agular, M. Gaasenbeck, M. Angelo, M. Reich, G.S. Pinkus, T.S. Ray, M.A. Koval, et al., Diffuse large B-cell lymphoma outcome prediction by gene-expression profiling and supervised machine learning, Natur. Med. 8 (2002) 68-74.
-
(2002)
Natur. Med.
, vol.8
, pp. 68-74
-
-
Shipp, M.A.1
Ross, K.M.2
Tamayo, P.3
Weng, A.P.4
Kutok, J.L.5
Agular, R.C.T.6
Gaasenbeck, M.7
Angelo, M.8
Reich, M.9
Pinkus, G.S.10
Ray, T.S.11
Koval, M.A.12
-
45
-
-
0035532141
-
Estimating the number of clusters in a data set via the gap statistic
-
R. Tibshirani, G. Walther, T. Hastie, Estimating the number of clusters in a data set via the gap statistic, J. Roy. Statist. Soc. Ser. B 63 (2001) 411-423.
-
(2001)
J. Roy. Statist. Soc. Ser. B
, vol.63
, pp. 411-423
-
-
Tibshirani, R.1
Walther, G.2
Hastie, T.3
-
46
-
-
0000959484
-
CLIFF: Clustering of high-dimensional MICROARray data via iterative feature filtering using normalized cuts
-
E.P. Xing, R.M. Karp, CLIFF: clustering of high-dimensional MICROARray data via iterative feature filtering using normalized cuts, Bioinformatics 17 (2001) S306-S315.
-
(2001)
Bioinformatics
, vol.17
-
-
Xing, E.P.1
Karp, R.M.2
-
47
-
-
0034782618
-
Model-based clustering and data transformations for gene expression data
-
K.Y. Yeung, C. Fraley, A. Murua, A.E. Raftery, W.L. Ruzzo, Model-based clustering and data transformations for gene expression data, Bioinformatics 17 (2001) 977-987.
-
(2001)
Bioinformatics
, vol.17
, pp. 977-987
-
-
Yeung, K.Y.1
Fraley, C.2
Murua, A.3
Raftery, A.E.4
Ruzzo, W.L.5
|