Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics
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(FIVE YEARS 17)

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(FIVE YEARS 1)

Published By Springer International Publishing

9783030425524, 9783030425531

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Bayesian Neural Networks: An Introduction and Survey

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics ◽

10.1007/978-3-030-42553-1_3 ◽

2020 ◽

pp. 45-87 ◽

Cited By ~ 1

Author(s):

Ethan Goan ◽

Clinton Fookes

Keyword(s):

Neural Networks ◽

Bayesian Neural Networks

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Bayesian Spike Sorting: Parametric and Nonparametric Multivariate Gaussian Mixture Models

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics ◽

10.1007/978-3-030-42553-1_8 ◽

2020 ◽

pp. 215-227

Author(s):

Nicole White ◽

Zoé van Havre ◽

Judith Rousseau ◽

Kerrie L. Mengersen

Keyword(s):

Mixture Models ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Spike Sorting ◽

Multivariate Gaussian

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Thresholds of Coral Cover That Support Coral Reef Biodiversity

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics ◽

10.1007/978-3-030-42553-1_16 ◽

2020 ◽

pp. 385-398

Author(s):

Julie Vercelloni ◽

M. Julian Caley ◽

Kerrie L. Mengersen

Keyword(s):

Coral Reef ◽

Coral Cover

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Bayesian Computation with Intractable Likelihoods

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics ◽

10.1007/978-3-030-42553-1_6 ◽

2020 ◽

pp. 137-151

Author(s):

Matthew T. Moores ◽

Anthony N. Pettitt ◽

Kerrie L. Mengersen

Keyword(s):

Bayesian Computation

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Spatio-Temporal Analysis of Dengue Fever in Makassar Indonesia: A Comparison of Models Based on CARBayes

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics ◽

10.1007/978-3-030-42553-1_9 ◽

2020 ◽

pp. 229-244

Author(s):

Aswi Aswi ◽

Susanna Cramb ◽

Wenbiao Hu ◽

Gentry White ◽

Kerrie L. Mengersen

Keyword(s):

Dengue Fever ◽

Temporal Analysis ◽

Spatio Temporal

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Application of Bayesian Mixture Models to Satellite Images and Estimating the Risk of Fire-Ant Incursion in the Identified Geographical Cluster

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics ◽

10.1007/978-3-030-42553-1_17 ◽

2020 ◽

pp. 399-417

Author(s):

Insha Ullah ◽

Kerrie L. Mengersen

Keyword(s):

Mixture Models ◽

Satellite Images ◽

Fire Ant ◽

Bayesian Mixture ◽

Geographical Cluster ◽

Bayesian Mixture Models

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Bayesian Variable Selection

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics ◽

10.1007/978-3-030-42553-1_5 ◽

2020 ◽

pp. 121-135

Author(s):

Matthew Sutton

Keyword(s):

Variable Selection ◽

Bayesian Variable Selection

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Markov Chain Monte Carlo Algorithms for Bayesian Computation, a Survey and Some Generalisation

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics ◽

10.1007/978-3-030-42553-1_4 ◽

2020 ◽

pp. 89-119

Author(s):

Wu Changye ◽

Christian P. Robert

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Bayesian Computation ◽

Monte Carlo Algorithms

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Bayesian Modelling to Assist Inference on Health Outcomes in Occupational Health Surveillance

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics ◽

10.1007/978-3-030-42553-1_13 ◽

2020 ◽

pp. 327-343

Author(s):

Nicholas J. Tierney ◽

Samuel Clifford ◽

Christopher C. Drovandi ◽

Kerrie L. Mengersen

Keyword(s):

Occupational Health ◽

Health Outcomes ◽

Health Surveillance ◽

Bayesian Modelling ◽

Occupational Health Surveillance

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Workplace Health and Workplace Wellness: Synergistic or Disconnected?

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics ◽

10.1007/978-3-030-42553-1_12 ◽

2020 ◽

pp. 303-326

Author(s):

G. Davis ◽

E. Moloney ◽

M. da Palma ◽

Kerrie L. Mengersen ◽

F. Harden

Keyword(s):

Workplace Wellness ◽

Workplace Health

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Case Studies in Applied Bayesian Data Science - Lecture Notes in MathematicsLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Bayesian Neural Networks: An Introduction and Survey

Bayesian Spike Sorting: Parametric and Nonparametric Multivariate Gaussian Mixture Models

Thresholds of Coral Cover That Support Coral Reef Biodiversity

Bayesian Computation with Intractable Likelihoods

Spatio-Temporal Analysis of Dengue Fever in Makassar Indonesia: A Comparison of Models Based on CARBayes

Application of Bayesian Mixture Models to Satellite Images and Estimating the Risk of Fire-Ant Incursion in the Identified Geographical Cluster

Bayesian Variable Selection

Markov Chain Monte Carlo Algorithms for Bayesian Computation, a Survey and Some Generalisation

Bayesian Modelling to Assist Inference on Health Outcomes in Occupational Health Surveillance

Workplace Health and Workplace Wellness: Synergistic or Disconnected?

Case Studies in Applied Bayesian Data Science - Lecture Notes in Mathematics
Latest Publications