av B Lindberg · 2019 — Även Bayes-faktorn har blivit populärare att rapportera. Den representerar varit inblandade i flera olika sorters p-hacking utan att förstå problemen de ledde till (Carney of Research Methods and Applications in Experimental Economics. Carney, Dana R. [tillgänglig som pdf på https://svenska.se/grammatik/]. Van Hoek
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Bayesian Methods for Hackers illuminates Bayesian inference through probabilistic programming with the powerful PyMC language and the closely related Python tools NumPy, SciPy, and Matplotlib. Using this approach, you can reach effective solutions in small increments, without extensive mathematical intervention. 2019-07-17 · Cam Davidson-Pilon wrote the book Bayesian Methods for Hackers as a introduction to Bayesian inference from a computational and understanding-first, mathematics-second, point of view. The book is available via Amazon, but you can access an online e-book for free.
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The Bayesian method is the natural approach to inference, yet it is hidden from readers behind chapters of slow, mathematical analysis. The typical text on Bayesian inference involves two to three chapters on probability theory, then enters what Bayesian inference is. New technologies such as the Python PyMC library now make it possible to largely abstract Bayesian inference from deeper mathematics.Bayesian Methods for Hackers is the first book built upon this approach. Author: Cameron Davidson-Pilon.
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