Concepedia

A comparison of some criteria for states selection in the latent Markov model for longitudinal data

Silvia Bacci, Silvia Pandolfi, Fulvia Pennoni

Advances in Data Analysis and Classification · 2013 · 71 citations · 25 references

DOI

Concepts

References

25

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

Bayes Factors

Robert E. Kass, Adrian E. Raftery · Journal of the American Statistical Association · 1995 · 12.3K citations

, , +11

Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study

Karen Nylund‐Gibson, Tihomir Asparouhov, Bengt Muthén · Structural Equation Modeling A Multidisciplinary Journal · 2007 · 10.9K citations

, , +12

Model Selection and Akaike's Information Criterion (AIC): The General Theory and its Analytical Extensions

Hamparsum Bozdogan · Psychometrika · 1987 · 4.5K citations

, , +9

A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains

Leonard E. Baum, Ted Petrie, George Soules · The Annals of Mathematical Statistics · 1970 · 4.3K citations · Full text

, , +12