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Anglický jazyk
Fundamentals of Data Science Part II
Autor: Jared M Maruskin
In Part II of this series, we cover the elements of statistical modeling, focusing on:validation methodology principles of object-oriented design linear and logistic regression generalized linear models causality time series analysis Bayesian statistics,... Viac o knihe
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O knihe
In Part II of this series, we cover the elements of statistical modeling, focusing on:validation methodology principles of object-oriented design linear and logistic regression generalized linear models causality time series analysis Bayesian statistics, including simulations in pymc3 Modeling customer lifetime values, including a detailed study of the beta-Bernoulli/beta-binomial model, a discretized version of the classic Pareto/NBD an introduction to credibility theory The theory is illustrated with simulations in Python throughout the text.
- Vydavateľstvo: Cayenne Canyon Press
- Rok vydania: 2022
- Formát: Paperback
- Rozmer: 234 x 156 mm
- Jazyk: Anglický jazyk
- ISBN: 9781941043127