-
1
-
-
0002582140
-
Estimation and hypothesis testing in finite mixture models
-
AITKIN, M., and RUBIN, D. B. (1985), "Estimation and Hypothesis Testing in Finite Mixture Models," Journal of the Royal Statistical Society, Series B, 47, 67-75.
-
(1985)
Journal of the Royal Statistical Society, Series B
, vol.47
, pp. 67-75
-
-
Aitkin, M.1
Rubin, D.B.2
-
2
-
-
0000417176
-
Mixture models, outliers and the em algorithm
-
AITKIN, M., and TUNNICLIFFE WILSON, G. (1980), "Mixture Models, Outliers and the EM Algorithm," Technometrics, 22, 325-332.
-
(1980)
Technometrics
, vol.22
, pp. 325-332
-
-
Aitkin, M.1
Tunnicliffe Wilson, G.2
-
3
-
-
0016355478
-
A new look at the statistical identification model
-
AKAIKE, H. (1974), "A New Look at the Statistical Identification Model," IEEE Transactions on Automatic Control, 19, 716-723.
-
(1974)
IEEE Transactions on Automatic Control
, vol.19
, pp. 716-723
-
-
Akaike, H.1
-
4
-
-
0027453616
-
Model-bused Gaussian and non Gaussian clustering
-
BANFIELD, J. D., and RAFTERY, A. E. (1993), "Model-Bused Gaussian and non Gaussian Clustering," Biometrics, 49, 803-821.
-
(1993)
Biometrics
, vol.49
, pp. 803-821
-
-
Banfield, J.D.1
Raftery, A.E.2
-
6
-
-
0003158632
-
On tests concerning the existence of a classification
-
BOCK, H. H. (1985), "On Tests Concerning the Existence of a Classification," Journal of Classification, 2, 77-108.
-
(1985)
Journal of Classification
, vol.2
, pp. 77-108
-
-
Bock, H.H.1
-
7
-
-
0002969516
-
Probabilistic aspects in cluster analysis
-
Ed., O. Opitz, Springer-Verlag, Heidelberg
-
BOCK, H. H. (1989), "Probabilistic Aspects in Cluster Analysis," in Conceptual and Numerical Analysis of Data, Ed., O. Opitz, Springer-Verlag, Heidelberg, pp. 12-44.
-
(1989)
Conceptual and Numerical Analysis of Data
, pp. 12-44
-
-
Bock, H.H.1
-
8
-
-
0000747992
-
On the information-based measure of covariance complexity and its application to the evaluation of multivariate linear models
-
BOZDOGAN, H. (1990), "On the Information-Based Measure of Covariance Complexity and its Application to the Evaluation of Multivariate Linear Models," Communications in Statistics, Theory and Methods, 19, 221-278.
-
(1990)
Communications in Statistics, Theory and Methods
, vol.19
, pp. 221-278
-
-
Bozdogan, H.1
-
9
-
-
0002356276
-
Choosing the number of component clusters in the mixture-model using a new informational complexity criterion of the inverse-fisher information matrix
-
Eds., O. Opitz, B. Lausen, and R. Klar, Heidelberg: Springer-Verlag
-
BOZDOGAN, H. (1993), "Choosing the Number of Component Clusters in the Mixture-Model Using a New Informational Complexity Criterion of the Inverse-Fisher Information Matrix," in Information and Classification, Eds., O. Opitz, B. Lausen, and R. Klar, Heidelberg: Springer-Verlag, pp. 40-54.
-
(1993)
Information and Classification
, pp. 40-54
-
-
Bozdogan, H.1
-
10
-
-
51249183273
-
Multi-sample cluster analysis using akaike 's information criterion
-
BOZDOGAN, H., and SCLOVE, S. L. (1984), "Multi-Sample Cluster Analysis using Akaike 's Information Criterion," Annals of Institute of Statistical Mathematics, 36, 163-180.
-
(1984)
Annals of Institute of Statistical Mathematics
, vol.36
, pp. 163-180
-
-
Bozdogan, H.1
Sclove, S.L.2
-
11
-
-
0002344672
-
Large-sample results for optimization based clustering methods
-
BRYANT, P. G. (1991), "Large-Sample Results for Optimization Based Clustering Methods," Journal of Classification, 8, 31-44.
-
(1991)
Journal of Classification
, vol.8
, pp. 31-44
-
-
Bryant, P.G.1
-
13
-
-
0017826298
-
Asymptotic behavior of classification maximum likelihood estimates
-
BRYANT, P. G., and WILLIAMSON, J. A. (1978), "Asymptotic Behavior of Classification Maximum Likelihood Estimates," Biometrika, 65, 273-281.
-
(1978)
Biometrika
, vol.65
, pp. 273-281
-
-
Bryant, P.G.1
Williamson, J.A.2
-
14
-
-
0346664978
-
Maximum likelihood and classification: A comparison of three approaches
-
Eds., W. Gaul and M. Schader, North-Holland
-
BRYANT, P. G., and WILLIAMSON, J. A. (1986), "Maximum Likelihood and Classification: a Comparison of Three Approaches," in Classification as a tool of research, Eds., W. Gaul and M. Schader, North-Holland, pp. 33-45.
-
(1986)
Classification As a Tool of Research
, pp. 33-45
-
-
Bryant, P.G.1
Williamson, J.A.2
-
15
-
-
0041085415
-
Validity tests in cluster analysis using a probabilistic teacher algorithm
-
Eds., F. de Antoni, N. Lauro and A. Rizzi, Heidelberg: Springer-Verlag
-
CELEUX, G. (1986), "Validity Tests in Cluster Analysis Using a Probabilistic Teacher Algorithm," COMPSTAT 90, Eds., F. de Antoni, N. Lauro and A. Rizzi, Heidelberg: Springer-Verlag, pp. 163-169.
-
(1986)
COMPSTAT 90
, pp. 163-169
-
-
Celeux, G.1
-
16
-
-
0000306608
-
Clustering criteria for discrete data and latent class models
-
CELEUX, G. and GOVAERT, G. (1991), "Clustering Criteria for Discrete Data and Latent Class Models," Journal of Classification, 8, 157-176.
-
(1991)
Journal of Classification
, vol.8
, pp. 157-176
-
-
Celeux, G.1
Govaert, G.2
-
17
-
-
21844491996
-
Comparison of the mixture and the classification maximum likelihood in cluster analysis
-
CELEUX, G. and GOVAERT, G. (1993), "Comparison of the Mixture and the Classification Maximum Likelihood in Cluster Analysis," Journal of Statistical Computation and Simulation, 47, 127-146.
-
(1993)
Journal of Statistical Computation and Simulation
, vol.47
, pp. 127-146
-
-
Celeux, G.1
Govaert, G.2
-
18
-
-
0000515129
-
Information-based validity functionals for mixture analysis
-
Ed., H. Bozdogan, Amsterdam: Kluwer
-
CUTLER, A., and WINDHAM, M. P. (1993), "Information-Based Validity Functionals for Mixture Analysis," Proceedings of the first US-Japan Conference on the Frontiers of Statistical Modeling, Ed., H. Bozdogan, Amsterdam: Kluwer, pp. 149-170.
-
(1993)
Proceedings of the First US-Japan Conference on the Frontiers of Statistical Modeling
, pp. 149-170
-
-
Cutler, A.1
Windham, M.P.2
-
19
-
-
0002629270
-
Maximum likelihood from incomplete data via the EM algorithm (with discussion)
-
DEMPSTER, A. P., LAIRD, N. M., and RUBIN, D. B. (1977), "Maximum Likelihood from Incomplete Data via the EM Algorithm (with discussion)," Journal of the Royal Statistical Society, Series B, 39, 1-38.
-
(1977)
Journal of the Royal Statistical Society, Series B
, vol.39
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
20
-
-
0040539004
-
Clasification and mixture approaches to clustering via maximum likelihood
-
GANESALINGAM, S. (1989), "Clasification and Mixture Approaches to Clustering via Maximum Likelihood," Applied Statistics, 38, 455-466.
-
(1989)
Applied Statistics
, vol.38
, pp. 455-466
-
-
Ganesalingam, S.1
-
21
-
-
38049135335
-
Another interpretation of the EM algorithm for mixture distributions
-
HATHAWAY, R. J. (1986), "Another Interpretation of the EM Algorithm for Mixture Distributions," Statistics and Probability Letters, 4, 53-56.
-
(1986)
Statistics and Probability Letters
, vol.4
, pp. 53-56
-
-
Hathaway, R.J.1
-
22
-
-
0001748304
-
A comparison of the Akaike and Schwarz criteria for selecting model order
-
KOEHLER, A. B., and MURPHREE, E. H. (1988), "A Comparison of the Akaike and Schwarz Criteria for Selecting Model Order," Applied Statistics, 37, 187-195.
-
(1988)
Applied Statistics
, vol.37
, pp. 187-195
-
-
Koehler, A.B.1
Murphree, E.H.2
-
23
-
-
0001457509
-
Some methods for classification and analysis of multivariate observations
-
Eds., L. M. Le Cam and J. Neyman, Berkeley: University of California Press
-
MACQUEEN, J. (1967), "Some Methods for Classification and Analysis of Multivariate Observations," Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and Probability, Eds., L. M. Le Cam and J. Neyman, Berkeley: University of California Press, Vol. 1 pp. 281-297.
-
(1967)
Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and Probability
, vol.1
, pp. 281-297
-
-
Macqueen, J.1
-
24
-
-
0023570352
-
On bootstraping the likelihood ratio test statistic for the number of components in a normal mixture
-
MCLACHLAN, G. J. (1987), "On Bootstraping the Likelihood Ratio Test Statistic for the Number of Components in a Normal Mixture," Applied Statistics, 36, 318-324.
-
(1987)
Applied Statistics
, vol.36
, pp. 318-324
-
-
Mclachlan, G.J.1
-
26
-
-
0016813047
-
Separating mixtures of normal distributions
-
MARRIOTT, F. H. C. (1975), "Separating Mixtures of Normal Distributions," Biometrics, 31, 767-769.
-
(1975)
Biometrics
, vol.31
, pp. 767-769
-
-
Marriott, F.H.C.1
-
28
-
-
0000120766
-
Estimating the dimension of a model
-
SCHWARZ, G. (1978), "Estimating the Dimension of a Model," Annals of Statistics, 6, 461-464.
-
(1978)
Annals of Statistics
, vol.6
, pp. 461-464
-
-
Schwarz, G.1
-
29
-
-
21344490261
-
Comparing approaches for testing the number of components in a finite mixture model
-
SOROMENHO, G. (1994), "Comparing Approaches for Testing the Number of Components in a Finite Mixture Model," Computational Statistics, 9, 65-78.
-
(1994)
Computational Statistics
, vol.9
, pp. 65-78
-
-
Soromenho, G.1
-
30
-
-
0003747605
-
-
New York: Wiley
-
TITTERINGTON, D. M., SMITH, A. F., and MAKOV, U. E. (1985), Statistical Analysis of Finite Mixture Distributions, New York: Wiley.
-
(1985)
Statistical Analysis of Finite Mixture Distributions
-
-
Titterington, D.M.1
Smith, A.F.2
Makov, U.E.3
-
31
-
-
84950442225
-
Information ratios for validating cluster analyses
-
WINDHAM, M. P., and CUTLER, A. (1992), "Information Ratios for Validating Cluster Analyses," Journal of the American Statistical Association, 87, 1188-1192.
-
(1992)
Journal of the American Statistical Association
, vol.87
, pp. 1188-1192
-
-
Windham, M.P.1
Cutler, A.2
-
32
-
-
0012393308
-
Pattern clustering by multivariate mixture analysis
-
WOLFE, J. H. (1970), "Pattern Clustering by Multivariate Mixture Analysis," Multivariate Behavioral Research, 5, 329-350.
-
(1970)
Multivariate Behavioral Research
, vol.5
, pp. 329-350
-
-
Wolfe, J.H.1
-
33
-
-
0038822980
-
A Monte Carlo study of the sampling distribution of the likelihood ratio for mixtures of multinormal distributions
-
US Naval Personnel Research Activity San Diego, California
-
WOLFE, J. H. (1971), "A Monte Carlo Study of the Sampling Distribution of the Likelihood Ratio for Mixtures of Multinormal Distributions," US Naval Personnel Research Activity. Technical Bulletin STB 72-2, San Diego, California.
-
(1971)
Technical Bulletin STB 72-2
-
-
Wolfe, J.H.1
|