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Theory of Attribution I: Correspondent Inference Theory01:15

Theory of Attribution I: Correspondent Inference Theory

520
Correspondent inference theory, proposed by Jones and Davis in 1965, seeks to explain how individuals infer stable personality traits from observed behaviors. It suggests that people attribute actions to underlying dispositions rather than external circumstances, particularly when the behavior appears intentional and socially significant.Voluntary Behavior and Dispositional AttributionAccording to this theory, individuals are more likely to attribute behavior to personal traits when it appears...
520
Formal Charges02:42

Formal Charges

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In some cases, there are seemingly more than one valid Lewis structures for molecules and polyatomic ions. The concept of formal charges can be used to help predict the most appropriate Lewis structure when more than one reasonable structure exists.
40.3K
Statistical Inference Techniques in Hypothesis Testing: Parametric Versus Nonparametric Data01:16

Statistical Inference Techniques in Hypothesis Testing: Parametric Versus Nonparametric Data

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Statistical inference techniques, paramount in hypothesis testing, differentiate into two broad categories: parametric and nonparametric statistics.
Parametric statistics, as the name suggests, assumes that data follow a specific distribution, often a normal distribution. This assumption enables robust hypothesis testing and estimation. Parametric methods, like the Student's t-test or Goodness-of-fit test, are frequently employed in biostatistics due to their robustness. For instance,...
486
Equivalent Capacitance01:19

Equivalent Capacitance

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Multiple capacitors can be connected in a circuit in series or parallel configuration. When the capacitor combination is connected to a battery, the potential drop across each capacitor and the magnitude of charge stored in the individual capacitor depends on the type of the connection. The capacitor combination is replaced by a single equivalent capacitor that stores the same amount of charge as the combination for a given potential difference.
The following strategies are adopted to calculate...
2.2K
Pharmaceutical Equivalents01:26

Pharmaceutical Equivalents

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As defined by regulatory standards, pharmaceutical equivalents require generic drug products to have identical dosage forms and chemically identical active pharmaceutical ingredients (APIs). They must adhere to compendial or applicable standards for potency, content uniformity, disintegration times, and dissolution rates. In the case of modified-release dosage forms, variations in drug content are permissible as long as the delivered amount remains consistent with the innovator drug product.
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Lewis Structures and Formal Charges02:19

Lewis Structures and Formal Charges

21.9K
Lewis symbols can be used to indicate the formation of covalent bonds, which are shown in Lewis structures—drawings that describe the bonding in molecules and polyatomic ions. The periodic table can be used to predict the number of valence electrons in an atom and the number of bonds that will be formed to reach an octet. Group 18 elements, such as argon and helium, have filled electron configurations and thus rarely participate in chemical bonding. However, atoms from group 17, such as...
21.9K

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Updated: Jan 29, 2026

Genotypic Inference of HIV-1 Tropism Using Population-based Sequencing of V3
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Genotypic Inference of HIV-1 Tropism Using Population-based Sequencing of V3

Published on: December 27, 2010

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意思決定、推論、および情報:アクティブ推論における形式的等価性

Patrick Sweeney1, Jaime Ruiz-Serra1, Michael S Harré1

  • 1Centre for Complex Systems, The University of Sydney, Sydney, NSW 2006, Australia.

Entropy (Basel, Switzerland)
|January 28, 2026
PubMed
まとめ

アクティブ推論は、変分自由エネルギーを最小化することにより、人工知能と認知科学の統一原理を提供します。このフレームワークは、最適な意思決定と情報処理に関する多様な理論を統合します。

背景:

  • 推論、学習、および行動の統一原理を確立することが中心的な課題です。
  • アクティブ推論は、変分自由エネルギーの最小化を統一原理として提案しています。
  • アクティブ推論と他の分野との関連に関する既存の文献は断片的です。

結論:

  • アクティブ推論は、推論、学習、および行動のための統一的なフレームワークを提供します。
  • このレビューは、断片的な文献を統合し、学際的な統合を促進します。
  • この研究は、アクティブ推論の基本的な仮定と広範な適用可能性を明確にします。
キーワード:
ベイズ決定理論アクティブ推論期待自由エネルギー最大エントロピー原理レート歪み理論強化学習リソース合理性確率的最適制御変分的推論

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