Concepedia

John T. Ormerod

JT

Statistics

Publications

27

Citations

1.8K

H-Index

18

Active since

2006

Affiliations

The University of Sydney(Current)

University of Technology Sydney

ARC Centre of Excellence for Mathematical and Statistical Frontiers

The University of Melbourne

University of Wollongong

John T. Ormerod is an author at The University of Sydney specializing in engineering, statistical inference, and statistics.

Top concepts

EngineeringStatistical InferenceStatisticsData ScienceFunctional Data AnalysisBayesian InferenceMedicineBiostatisticsPublic HealthMachine Learning

Publications per year

2006–2022

27

Publications

27

Explaining Variational Approximations

John T. Ormerod, M. P. Wand · The American Statistician · 2010 · 401 citations

Engineering, Variational Analysis, Classical Approximation +13

scMerge leverages factor analysis, stable expression, and pseudoreplication to merge multiple single-cell RNA-seq datasets

Yingxin Lin, Shila Ghazanfar, Kevin Wang et al. · Proceedings of the National Academy of Sciences · 2019 · 203 citations · Full text

Engineering, Genetics, Present Scmerge +21

ON SEMIPARAMETRIC REGRESSION WITH O'SULLIVAN PENALIZED SPLINES

M. P. Wand, John T. Ormerod · Australian & New Zealand Journal of Statistics · 2008 · 198 citations · Full text

Engineering, Robust Modeling, Contemporary Semiparametric Regression +11

Mean Field Variational Bayes for Elaborate Distributions

M. P. Wand, John T. Ormerod, Simone A. Padoan et al. · Bayesian Analysis · 2011 · 148 citations · Full text

Bayesian Statistic, Mixture Distribution, Engineering +11

Gaussian Variational Approximate Inference for Generalized Linear Mixed Models

John T. Ormerod, M. P. Wand · Journal of Computational and Graphical Statistics · 2011 · 96 citations

Mixture Distribution, Engineering, Data Science +9

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