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Statements (52)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:probability_theory
gptkb:statistical_analysis |
| gptkbp:appliesTo |
subjective probability
objective probability |
| gptkbp:basedOn |
gptkb:Bayes'_theorem
|
| gptkbp:contrastsWith |
frequentist probability
maximum likelihood estimation classical probability frequentist inference |
| gptkbp:developedBy |
gptkb:Pierre-Simon_Laplace
|
| gptkbp:hasApplication |
gptkb:diagnosis
gptkb:signal_processing ecology economics engineering epidemiology finance genetics natural language processing physics psychology robotics weather prediction image processing risk analysis sports analytics market research spam filtering forecasting |
| gptkbp:hasConcept |
gptkb:law
likelihood posterior probability prior probability |
| gptkbp:proposedBy |
gptkb:Thomas_Bayes
|
| gptkbp:relatedTo |
gptkb:Markov_Chain_Monte_Carlo
gptkb:Boltzmann_machine gptkb:prior_distribution Bayesian statistics Bayesian inference credible interval posterior distribution |
| gptkbp:usedFor |
inference
decision making updating beliefs |
| gptkbp:usedIn |
gptkb:artificial_intelligence
gptkb:machine_learning data science statistics |
| gptkbp:bfsParent |
gptkb:Pierre-Simon_Laplace
gptkb:Truth_and_Probability |
| gptkbp:bfsLayer |
5
|
| https://www.w3.org/2000/01/rdf-schema#label |
Bayesian probability
|