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Case Studies in Applied Bayesian Data Science

Overview of attention for book
Cover of 'Case Studies in Applied Bayesian Data Science'

Table of Contents

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    Book Overview
  2. Altmetric Badge
    Chapter 1 Introduction
  3. Altmetric Badge
    Chapter 2 A Survey of Bayesian Statistical Approaches for Big Data
  4. Altmetric Badge
    Chapter 3 Bayesian Neural Networks: An Introduction and Survey
  5. Altmetric Badge
    Chapter 4 Markov Chain Monte Carlo Algorithms for Bayesian Computation, a Survey and Some Generalisation
  6. Altmetric Badge
    Chapter 5 Bayesian Variable Selection
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    Chapter 6 Bayesian Computation with Intractable Likelihoods
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    Chapter 7 A Bayesian Hierarchical Approach to Jointly Model Cortical Thickness and Covariance Networks
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    Chapter 8 Bayesian Spike Sorting: Parametric and Nonparametric Multivariate Gaussian Mixture Models
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    Chapter 9 Spatio-Temporal Analysis of Dengue Fever in Makassar Indonesia: A Comparison of Models Based on CARBayes
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    Chapter 10 A Comparison of Bayesian Spatial Models for Cancer Incidence at a Small Area Level: Theory and Performance
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    Chapter 11 An Ensemble Approach to Modelling the Combined Effect of Risk Factors on Age at Parkinson’s Disease Onset
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    Chapter 12 Workplace Health and Workplace Wellness: Synergistic or Disconnected?
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    Chapter 13 Bayesian Modelling to Assist Inference on Health Outcomes in Occupational Health Surveillance
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    Chapter 14 Bayesian Networks for Understanding Human-Wildlife Conflict in Conservation
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    Chapter 15 Bayesian Learning of Biodiversity Models Using Repeated Observations
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    Chapter 16 Thresholds of Coral Cover That Support Coral Reef Biodiversity
  18. Altmetric Badge
    Chapter 17 Application of Bayesian Mixture Models to Satellite Images and Estimating the Risk of Fire-Ant Incursion in the Identified Geographical Cluster
Attention for Chapter 3: Bayesian Neural Networks: An Introduction and Survey
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (82nd percentile)
  • High Attention Score compared to outputs of the same age and source (91st percentile)

Mentioned by

twitter
15 X users

Citations

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3 Dimensions

Readers on

mendeley
187 Mendeley
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Chapter title
Bayesian Neural Networks: An Introduction and Survey
Chapter number 3
Book title
Case Studies in Applied Bayesian Data Science
Published in
arXiv, January 2020
DOI 10.1007/978-3-030-42553-1_3
Book ISBNs
978-3-03-042552-4, 978-3-03-042553-1
Authors

Ethan Goan, Clinton Fookes, Goan, Ethan, Fookes, Clinton

X Demographics

X Demographics

The data shown below were collected from the profiles of 15 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 187 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 187 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 30 16%
Student > Master 28 15%
Researcher 15 8%
Student > Bachelor 14 7%
Professor 7 4%
Other 20 11%
Unknown 73 39%
Readers by discipline Count As %
Computer Science 53 28%
Engineering 29 16%
Physics and Astronomy 6 3%
Mathematics 5 3%
Decision Sciences 3 2%
Other 14 7%
Unknown 77 41%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 10. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 27 February 2024.
All research outputs
#3,622,206
of 25,374,647 outputs
Outputs from arXiv
#59,870
of 914,120 outputs
Outputs of similar age
#83,950
of 473,075 outputs
Outputs of similar age from arXiv
#1,738
of 20,944 outputs
Altmetric has tracked 25,374,647 research outputs across all sources so far. Compared to these this one has done well and is in the 85th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 914,120 research outputs from this source. They receive a mean Attention Score of 4.3. This one has done particularly well, scoring higher than 93% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 473,075 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 82% of its contemporaries.
We're also able to compare this research output to 20,944 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 91% of its contemporaries.