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Are the Bayesian Information Criterion (BIC) and the Akaike Information Criterion (AIC) Applicable in Determining the Optimal Fit and Simplicity of Mechanistic Models?
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Are the Bayesian Information Criterion (BIC) and the Akaike Information Criterion (AIC) Applicable in Determining the Optimal Fit and Simplicity of Mechanistic Models? (2024)Are the Bayesian Information Criterion (B…Mechanisms in Science (2019)Mechanisms in ScienceMinimal models and canonical neural computations: the distinctness of computational explanation in neuroscience (2013)Minimal models and canonical …The Logic of Explanatory Power (2011)The Logic of Explanatory PowerTopological explanations and robustness in biological sciences (2010)Topological explanations and …Mechanisms and natural kinds (2009)Mechanisms and natural kindsExplaining the Brain (2007)Explaining the BrainExplanation: a mechanist alternative (2005)Explanation: a mechanist alte…Stanford encyclopedia of philosophy (2002)Stanford encyclopedia of phil…Instrumentalism, Parsimony, and the Akaike Framework (2002)Instrumentalism, Parsimony, a…Role Functions, Mechanisms, and Hierarchy (2001)Role Functions, Mechanisms, a…Thinking about Mechanisms (2000)Thinking about MechanismsMechanisms and the nature of causation (1996)Mechanisms and the nature of …How to Tell When Simpler, More Unified, or LessAd HocTheories will Provide More Accurate Predictions (1994)How to Tell When Simpler, Mor…Discovering complexity: decomposition and localization as strategies in scientific research (1993)Discovering complexity: decom…The Principle of Parsimony (1981)The Principle of ParsimonyScience and Statistics (1976)Science and StatisticsThe Structure of Science (1961)Rethinking Mechanistic Explanation (2002)Biological Complexity and Integrative Pluralism (2003)Cybernetics or Control and Communication in the Animal and the Machine (2019)Falsification and the Methodology of Scientific Research Programmes (1976)The Scientific Image (1980)Critical Scientific Realism (2002)The Methodology of Experimental Economics (2005)Predictive Analytics in Information Systems Research (2010)The Logic of Scientific Discovery (2013)Scientific Explanation and the Causal Structure of the World (1985)Comorbidity: A network perspective (2010)Models and mechanisms in psychological explanation (2011)Scientific Explanation and the Causal Structure of the World (2020)Aspects of Scientific Explanation. (1966)The Scientific Image. (1982)Dissecting the social on the principles of analytical sociology (2005)Dissecting the Social (2005)Integrating psychology and neuroscience: functional analyses as mechanism sketches (2011)Special sciences (or: The disunity of science as a working hypothesis) (1974)The Principles of Psychology (1891)The Structure of Scientific Revolutions (1963)Gender Trouble: Feminism and the Subversion of Identity (1991)Maqasid Al-Shariah as Philosophy of Islamic Law: A Systems Approach (2008)The shared circuits model (SCM): How control, mirroring, and simulation can enable imitation, deliberation, and mindreading (2008)Informed Grounded Theory (2011)Falsification and the Methodology of Scientific Research Programmes (1970)What is a mechanism? Thinking about mechanisms across the sciences (2011)Integrating Personality Structure, Personality Process, and Personality Development (2017)Explanation and Understanding (2005)Causal Mechanisms in the Social Sciences (2010)Applications of structural equation modeling (SEM) in ecological studies: an updated review (2016)The preregistration revolution (2018)Bandit Algorithms (2020)Nonreductive Physicalism and the Limits of the Exclusion Principle (2009)The AHA! Experience: Creativity Through Emergent Binding in Neural Networks (2010)Insects have the capacity for subjective experience (2016)
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References

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  • 1976Science and Statistics2,544 cited
  • 2002Stanford encyclopedia of philosophy1,998 cited
  • 2007Explaining the Brain1,558 cited
  • 1993Discovering complexity: decomposition and localization as strategies in scientific research1,294 cited
  • 2005Explanation: a mechanist alternative1,142 cited
  • 1996Mechanisms and the nature of causation894 cited
  • 1994How to Tell When Simpler, More Unified, or LessAd HocTheories will Provide More Accurate Predictions660 cited
  • 2001Role Functions, Mechanisms, and Hierarchy518 cited
  • 2009Mechanisms and natural kinds243 cited
  • 2010Topological explanations and robustness in biological sciences211 cited
  • 2011The Logic of Explanatory Power186 cited
  • 1981The Principle of Parsimony185 cited
  • 2019Mechanisms in Science185 cited
  • 2013Minimal models and canonical neural computations: the distinctness of computational explanation in neuroscience148 cited
  • 2002Instrumentalism, Parsimony, and the Akaike Framework123 cited

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