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Prof

Murray Aitkin

Honorary
Mathematics and Statistics
science & technology
physical sciences
statistics & probability
mathematics
computer science
technology
social sciences
mathematics, interdisciplinary applications
computer science, theory & methods
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Prof

Murray Aitkin

 
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Science
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Prof

Murray Aitkin

 
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Projects

Displaying the 2 most recent projects from 2 for Murray Aitkin.

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New models and analyses for social networks and criminological careers

This project will develop new models and analyses for social networks and criminological careers. This will provide a fast analysis for very..

2012 - 2016
Completed
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Theory and applications of bayesian and likelihood analyses for finite mixture, random effect and multinomial models

The expected outcomes of the project are: to establish the scientific value of modern Bayesian methods for statistical inference in a wider ..

2

Projects

Project Types

2

Research Grant

Scholarly Works

Displaying the 10 most recent scholarly works from 11 for Murray Aitkin.

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Confidence, credibility and prediction

Murray Aitkin, Charles Liu

Journal article  |  2018  |  METRON-INTERNATIONAL JOURNAL OF STATISTICS

This paper examines, from a historical and model-based Bayesian perspective, two inferential issues: (1) the relation between conf..

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Variational algorithms for biclustering models

Vu Duy, Murray Aitkin

Journal article  |  2015  |  COMPUTATIONAL STATISTICS & DATA ANALYSIS

Biclustering is an important tool in exploratory statistical analysis which can be used to detect latent row and column groups of ..

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A new Bayesian approach for determining the number of components in a finite mixture

Murray Aitkin, Duy Vu, Brian Francis

Journal article  |  2015  |  METRON-INTERNATIONAL JOURNAL OF STATISTICS

This article evaluates a new Bayesian approach to determining the number of components in a finite mixture. We evaluate through si..

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Statistical modelling of the group structure of social networks

Murray Aitkin, Duy Vu, Brian Francis

Journal article  |  2014  |  SOCIAL NETWORKS

This research evaluates the identification of group structure in social networks through the latent class model and a new Bayesian..

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Bayesian inference for factor scores

M Aitkin, I Aitkin

Book Chapter  |  2013

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Bayesian Nonparametric Inference Why and How Comment

Murray Aitkin, Julia Polak

Journal article  |  2013  |  BAYESIAN ANALYSIS

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Statistical Modeling of the National Assessment of Educational Progress

Murray Aitkin, Irit Aitkin

Book  |  2011

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BAYESIAN MODEL COMPARISON AND MODEL AVERAGING FOR SMALL-AREA ESTIMATION

Murray Aitkin, Charles C Liu, Tom Chadwick

Journal article  |  2009  |  ANNALS OF APPLIED STATISTICS

This paper considers small-area estimation with lung cancer mortality data, and discusses the choice of upper-level model for the ..

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Statistical modelling in R

M AITKIN, B Francis, J Hinde, R Darnell

Book  |  2009

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Variance component models for longitudinal count data with baseline information: epilepsy data revisited

Marco Alfo, Murray Aitkin

Journal article  |  2006  |  STATISTICS AND COMPUTING

Random effect models have often been used in longitudinal data analysis since they allow for association among repeated measuremen..

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Scholarly Works

Keyword Analysis

Expanding Knowledge
Statistics
Pure Mathematics

Credentials

Positions

Honorary

Mathematics and Statistics