Allenby, Greg M. 1956-

Hierarchical models, conditional independence and data augmentation [electronic resource] / Greg M. Allenby. - London : Henry Stewart Talks, 2010. - 1 online resource (1 streaming video file (53 min.) : color, sound). - Bayesian analysis in marketing : a breakthrough in customer analytics, 2056-4570 . - Henry Stewart talks. Business & management collection. Bayesian analysis in marketing. .

Animated audio-visual presentation with synchronized narration. Title from title frames.

Contents: Fly fishing: a hierarchical model -- Motivation -- Traditional estimation -- Gibbs sampler for the probit model -- Probit conditional distributions -- Inverse cdf -- Basics of hierarchical models -- Conditional independence -- Mixtures of normals -- Model hierarchy -- Gibbs sampler for mixtures of normals -- Multivariate mix of norms.

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Mode of access: World Wide Web.

2331 Henry Stewart Talks


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