Medical Applications of Finite Mixture Models (Statistics for Biology and Health)

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Statistica Sinica , 18, n1, Statistical Science , 22, n3, Ideas for Secure Record Linkage. Privacy in Statistical Databases Rome, Italy.

Lahiri, P. Regression analysis with linked data. Journal of the American Statistical Association , , Factors affecting clustering of data. Classification and Data Analysis , editors S.

Finite Mixture Models in Biostatistics

Zani and A. Calcutta Statistical Association Bulletin , 56, Record linkage using finite mixture models. Gelman and X-L. Meng, editors. Estimation of small-area proportions using covariates and survey data. Journal of Statistical Planning and Inference , , 89 - Impact of latent class clustering of NSF doctoral survey data on adjusted Rand index values.

Statistics in Transition , 5 5 , Iterative automated record linkage using mixture models. Journal of the American Statistical Association , 96, Chattopadhyay, M. Composite estimation of drug prevalences for sub-state areas. Survey Methodology , 25, Analysis of a survey on smoking using propensity scores.

(ML 16.6) Gaussian mixture model (Mixture of Gaussians)

Hsieh, F. A simple method for sample size calculation for linear and logistic regression. Statistics in Medicine , 17, Collaborative Applications Reichert, C. Journal of Geoscience Education , Mahshie, J. Perception-Production of speech contrasts by deaf children with cochlear implants.

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Ear and Hearing. Larsen, C. New York State Dental Journal , 82 3 : Core, C. Assessing speech perception in young children with cochlear implants using a hybrid visual habituation paradigm and a Bayesian linear model.

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Abstract The book shows how to model heterogeneity in medical research with covariate adjusted finite mixture models. Authors Close. Assign yourself or invite other person as author.

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