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Prediction Versus Accommodation and the Risk of Overfitting
11 references·16 citing·34 second hop
Prediction Versus Accommodation and the Risk of Overfitting (2004)Prediction Versus Accommodation and the R…Conjectures and Refutations (2014)Conjectures and RefutationsThe Logic of Scientific Discovery (2013)The Logic of Scientific Disco…Error and the Growth of Experimental Knowledge (1996)Error and the Growth of Exper…How to Tell When Simpler, More Unified, or LessAd HocTheories will Provide More Accurate Predictions (1994)How to Tell When Simpler, Mor…The Uses of experiment: studies in the natural sciences (1990)The Uses of experiment: studi…Mathematics, Matter and Method (1979)Mathematics, Matter and MethodPhilosophy of Natural Science (1966)Philosophy of Natural ScienceConjectures and Refutations: The Growth of Scientific Knowledge. (1965)Conjectures and Refutations: …Fact, Fiction, and Forecast. (1955)Fact, Fiction, and Forecast.I.—STUDIES IN THE LOGIC OF CONFIRMATION (II.) (1945)I.—STUDIES IN THE LOGIC OF CO…I.—STUDIES IN THE LOGIC OF CONFIRMATION (I.) (1945)I.—STUDIES IN THE LOGIC OF CO…Reducing bias, increasing transparency and calibrating confidence with preregistration (2023)Reducing bias, increasing tra…Artificial Communication (2022)Artificial CommunicationLack of Theory Building and Testing Impedes Progress in The Factor and Network Literature (2020)Lack of Theory Building and T…Statistical inference as severe testing how to get beyond the statistics wars (2018)Statistical inference as seve…Prediction‐Oriented Model Selection in Partial Least Squares Path Modeling (2018)Prediction‐Oriented Model Sel…When Does HARKing Hurt? Identifying When Different Types of Undisclosed Post Hoc Hypothesizing Harm Scientific Progress (2017)When Does HARKing Hurt? Ident…HARKing: How Badly Can Cherry-Picking and Question Trolling Produce Bias in Published Results? (2017)HARKing: How Badly Can Cherry…Harking, Sharking, and Tharking (2016)Harking, Sharking, and Tharki…Questions About Questionable Research Practices in the Field of Management (2015)Questions About Questionable …Ockham's Razors: A User's Manual (2015)Ockham's Razors: A User's Man…HARKing's Threat to Organizational Research: Evidence From Primary and Meta‐Analytic Sources (2015)HARKing's Threat to Organizat…Bayes in the Brain—On Bayesian Modelling in Neuroscience (2012)Bayes in the Brain—On Bayesia…Predictive Analytics in Information Systems Research1 (2011)Predictive Analytics in Infor…Predictive Analytics in Information Systems Research (2010)Predictive Analytics in Infor…On the Predilections for Predictions (2008)On the Predilections for Pred…Testing Hypotheses: Prediction and Prejudice (2005)Testing Hypotheses: Predictio…Falsification and the Methodology of Scientific Research Programmes (1976)The Scientific Image (1980)Critical Scientific Realism (2002)The Methodology of Experimental Economics (2005)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)Firm Performance Impacts of Digitally Enabled Supply Chain Integration Capabilities (2006)To Explain or to Predict? (2010)Using PLS path modeling in new technology research: updated guidelines (2016)When to use and how to report the results of PLS-SEM (2018)Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R (2021)The Discovery of Grounded Theory; Strategies for Qualitative Research (1968)User Acceptance of Information Technology: Toward A Unified View1 (2003)Predictive model assessment in PLS-SEM: guidelines for using PLSpredict (2019)The agent-structure problem in international relations theory (1987)The logical structure of the world (2007)Social Constructivism and the Philosophy of Science (2013)Design and natural science research on information technology (1995)Developing relationships in business networks (1995)Positioning and Presenting Design Science Research for Maximum Impact1 (2013)Grounded theory research: Procedures, canons, and evaluative criteria (1990)Mixed Methods Research: A Research Paradigm Whose Time Has Come (2004)Seeking Qualitative Rigor in Inductive Research (2012)The empirical case for two systems of reasoning. (1996)Are Emotions Natural Kinds? (2006)Learning by Expanding (2014)Computer Support for Knowledge-Building Communities (1994)Making knowledge the basis of a dynamic theory of the firm (1996)The relationship between corporate social responsibility and shareholder value: an empirical test of the risk management hypothesis (2008)Inventing Temperature (2004)Experimenter demand effects in economic experiments (2009)Power-law distributions in empirical data (2018)Can human irrationality be experimentally demonstrated? (1981)Confirmation Bias: A Ubiquitous Phenomenon in Many Guises (1998)Statistical Inference as Severe Testing (2018)
this work references cited by second hop

References

  • 2013The Logic of Scientific Discovery7,732 cited
  • 1955Fact, Fiction, and Forecast.4,377 cited
  • 1965Conjectures and Refutations: The Growth of Scientific Knowledge.4,189 cited
  • 1966Philosophy of Natural Science2,530 cited
  • 1996Error and the Growth of Experimental Knowledge1,325 cited
  • 1979Mathematics, Matter and Method873 cited
  • 1994How to Tell When Simpler, More Unified, or LessAd HocTheories will Provide More Accurate Predictions660 cited
  • 1945I.—STUDIES IN THE LOGIC OF CONFIRMATION (I.)560 cited
  • 1945I.—STUDIES IN THE LOGIC OF CONFIRMATION (II.)528 cited
  • 1990The Uses of experiment: studies in the natural sciences457 cited
  • 2014Conjectures and Refutations326 cited

Cited by

  • 2011Predictive Analytics in Information Systems Research11,323 cited
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  • 2020Lack of Theory Building and Testing Impedes Progress in The Factor and Network Literature317 cited
  • 2018Prediction‐Oriented Model Selection in Partial Least Squares Path Modeling277 cited
  • 2015

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Ockham's Razors: A User's Manual
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  • 2016Harking, Sharking, and Tharking222 cited
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  • 2017When Does HARKing Hurt? Identifying When Different Types of Undisclosed Post Hoc Hypothesizing Harm Scientific Progress181 cited
  • 2023Reducing bias, increasing transparency and calibrating confidence with preregistration180 cited
  • 2012Bayes in the Brain—On Bayesian Modelling in Neuroscience164 cited
  • 2015Questions About Questionable Research Practices in the Field of Management163 cited
  • 2018Statistical inference as severe testing how to get beyond the statistics wars145 cited
  • 2017HARKing: How Badly Can Cherry-Picking and Question Trolling Produce Bias in Published Results?133 cited
  • 2005Testing Hypotheses: Prediction and Prejudice131 cited
  • 2015HARKing's Threat to Organizational Research: Evidence From Primary and Meta‐Analytic Sources131 cited
  • 2008On the Predilections for Predictions120 cited