Search Results - "inference"

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  1. 1

    Inferring and Explaining by Johnson, Jeffery L.

    Published 2019
    Table of Contents: “…Chapter 1: Valuing Truth -- Chapter 2: Skepticism -- Chapter 3: The Concept of Knowledge -- Chapter 4: Arguments -- Chapter 5: Inference to the Best Explanation -- Chapter 6: New Data and Experimentation -- Chapter 7: Semmelweis and Childbed Fever -- Chapter 8: Darwin and Common Descent -- Chapter 9: Testimony -- Chapter 10: Textual Interpretation -- Chapter 11: Statistics -- Chapter 12: Correlations and Causes -- Chapter 13: Capital Punishment and the Constitution -- Chapter 14: Evidence, Explanation, and Narrative -- Chapter 15: Explanatory Virtue and Truth…”
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  2. 2

    Bayesian Inference

    Published 2017
    DOAB: download the publication
    DOAB: description of the publication
    Electronic Book Chapter
  3. 3

    Active Inference The Free Energy Principle in Mind, Brain, and Behavior by Parr, Thomas

    Published 2022
    Subjects: “…Active Inference…”
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    DOAB: description of the publication
    Electronic Book Chapter
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    Statistical Inference For Everyone by Blais, Brian

    Published 2017
    Table of Contents: “…1 Introduction to Probability -- 2 Applications of Probability -- 3 Random Sequences and Visualization -- 4 Introduction to Model Comparison -- 5 Applications of Model Comparison -- 6 Introduction to Parameter Estimation -- 7 Priors, Likelihoods, and Posteriors -- 8 Common Statistical Significance Tests -- 9 Applications of Parameter Estimation and Inference -- 10 Multi-parameter Models -- 11 Introduction to MCMC -- 12 Concluding Thoughts -- BibliographyAppendix A: Computational AnalysisAppendix B: Notation and StandardsAppendix C: Common Distributions and Their PropertiesAppendix D: Tables…”
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    Approximate Bayesian Inference

    Published 2022
    Subjects: “…variational inference…”
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    DOAB: description of the publication
    Electronic Book Chapter
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    Causal Inference for Heterogeneous Data and Information Theory

    Published 2023
    Subjects: “…causal inference…”
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    DOAB: description of the publication
    Electronic Book Chapter
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