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Nonlinear Dynamics and Chaos / 3rd edition
With Applications to Physics, Biology, Chemistry, and Engineering
2025 || Paperback || Steven H Strogatz || Taylor & Francis
The goal of this third edition of Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering is the same as previous editions: to provide a good foundation - and a joyful experience - for anyone who’d like to learn about nonlinear dynamics and chaos from an applied perspective. The presentation stresses analytical methods, concrete examples, and geometric intuition. The theory is developed systematically, starting with first-order differential equations ...
Bayes Rules!
An Introduction to Applied Bayesian Modeling
2022 || Paperback || Alicia A. Johnson e.a. || Taylor & Francis
This book brings the power of modern Bayesian thinking, modeling, and computing to a broad audience. In particular, it is an ideal resource for advanced undergraduate statistics students and practitioners with comparable experience. It empowers readers to weave Bayesian approaches into their everyday practice.
Statistical Inference via Data Science
A ModernDive into R and the Tidyverse
2019 || Paperback || Chester Ismay e.a. || Taylor & Francis
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse provides a pathway for learning about statistical inference using data science tools widely used in industry, academia, and government. It introduces the tidyverse suite of R packages, including the ggplot2 package for data visualization, and the dplyr package for data wrangling. After equipping readers with just enough of these data science tools to perform effective exploratory data analyses, the book covers tradi...