In this paper, axial data modeling is performed by proposing a nonparametric infinite Watson mixture model which is constructed in a collapsed space (denoted by Co-InWMM) where the mixing coefficients are integrated out. Then, an effective collapsed variational Bayes (CVB) inference method is ...
Variational Learning for Finite Inverted Dirichlet Mixture Models and Applications Finite inverted Dirichlet mixture models play an important part in positive non-Gaussian data analysis.However,it is always different to obtain the analyti... YP Lai,YJ Zhou,HW Ding,... - 《Acta Electronica Sinica》...
Basford, Mixture Models: In- ference and Application to Clustering (Marcel Dekker, New York, 1988)McLachlan, G., & Basford, K. (1988). Mixture Models: Inference and Applications to Clustering. Marcel Dekker, New York.McLachlan G.J. and Peel D. Mixture Models: Inference and Applications to...
ModelsProfilesMotivationSelf ConceptMathematics SkillsLongitudinal StudiesElementary School Students(2016). Mixture Modeling: Applications in Educational Psychology. Educational Psychologist: Vol. 51, Advances in Quantitative Research Methods to Further Research in Education and Educational Psychology, pp. 354-367...
Since prediction models are derived from designed experiments, flux researchers need other methods by which flux experiments may be designed. This paper discusses a statistical modelling tool known as mixture experiment which has the potential to revolutionize welding flux development technology. Mixture ...
Gormley IC, Murphy TB (2011) Mixture of experts modelling with social science applications. Mixtures: Estimation and Applications pp 101-121I. C. Gormley & T. B. Murphy. Mixture of Experts Modelling with Social Science Applications. In K. Mengersen, C. Robert, & D. M. Titterington, ...
Mixture modeling applications in psychology often include covariates to explain class membership and aid in construct validation of the latent classification variable. These applications tend to use between-class models involving only main effects of predictors. However, a variety of developmental theories ...
Finite Mixture Models 2025 pdf epub mobi 电子书 图书描述 An up-to-date, comprehensive account of major issues in finite mixture modeling This volume provides an up-to-date account of the theory and applications of modeling via finite mixture distributions. With an emphasis on the applications of...
Parent BA 1 protonates at C-7/C-12 to give 1H+ and 1aH+ in 3:1 ratio which remains unaffected by variation in temperature and the superacid system. Increas... KK Laali,M Tanaka - 《Journal of Organic Chemistry》 被引量: 30发表: 1998年 Random effects mixture models for clustering el...