Concepedia

A hybrid EM/Gauss-Newton algorithm for maximum likelihood in mixture distributions

Murray Aitkin, Irit Aitkin

Statistics and Computing · 1996 · 54 citations · 8 references

DOI

Concepts

References

8

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

, , +16

Statistical Analysis of Finite Mixture Distributions.

Bruce G. Lindsay, D. M. Titterington, A. F. M. Smith et al. · Journal of the American Statistical Association · 1987 · 3K citations

, , +14

Mixture Densities, Maximum Likelihood and the EM Algorithm

Richard A. Redner, Homer F. Walker · SIAM Review · 1984 · 2.7K citations

, , +17

Finding the Observed Information Matrix When Using the <i>EM</i> Algorithm

Thomas A. Louis · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1982 · 2.2K citations

, , +15

Mixture Models: Inference and Applications to Clustering.

Bruce G. Lindsay, G. L. McLachlan, K. E. Basford et al. · Journal of the American Statistical Association · 1989 · 1.1K citations

, , +11