A focal point for resources on the topic "To Explain or To Predict?" The fundamental and practical differences between using data analytics methods (statistical models, data mining, etc.) for prediction compared to causal explanation and to description.
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Explain or Predict? | explainorpredict.com Reviews
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A focal point for resources on the topic "To Explain or To Predict?" The fundamental and practical differences between using data analytics methods (statistical models, data mining, etc.) for prediction compared to causal explanation and to description.
explainorpredict.com
About - Explain or Predict?
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Research examines the fundamental and practical differences between using data analytics (statistical models, data mining algorithms, etc.) for prediction compared to causal explanation and to description. Although the discussion of explanation vs. predictions has been actively pursued in the philosophy of science, the statistics literature has not considered it in a holistic way. Yet, statistical modeling can be and is used for each of these goals. The "Explain or Predict?
Blog posts - Explain or Predict?
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Publications - Explain or Predict?
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Linear versus logistic regression when the dependent variable is a dichotomy. To Explain or To Predict? A Model Must Be Wrong to be Useful: The Role of Linear Modeling and False Assumptions in Theoretical Explanation. The Open Statistics and Probability Journal. Missteps in Multiple Regression Student Projects: Beyond Association-Not-Causation. Quantifying Simulator Discrepancy in Discrete-Time Dynamical Simulators. Wilkinson R D, Vrettas M, Cornford D, and Oakley J E. Hsu V, Montaquila J M, and Brick J M.
Explain or Predict?
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Research examines the fundamental and practical differences between using data analytics (statistical models, data mining algorithms, etc.) for prediction compared to causal explanation and to description. To explain or to predict". September 9, 2012. To Explain or to Predict? 8th World Congress on Probability and Statistics. July 13, 2012. ISA Special Workshop on "To Explain or to Predict". July 9, 2012. Tel Aviv, Israel. Items from page Events. Sorted by When. View more. Items from page Publications.
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Explain or Predict?
Research examines the fundamental and practical differences between using data analytics (statistical models, data mining algorithms, etc.) for prediction compared to causal explanation and to description. To explain or to predict". September 9, 2012. To Explain or to Predict? 8th World Congress on Probability and Statistics. July 13, 2012. ISA Special Workshop on "To Explain or to Predict". July 9, 2012. Tel Aviv, Israel. Items from page Events. Sorted by When. View more. Items from page Publications.
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