BASIC PROBABILITY: WHAT EVERY MATH STUDENT SHOULD KNOW (SECOND EDITION)

Autor Henk Tijms

BASIC PROBABILITY: WHAT EVERY MATH STUDENT SHOULD KNOW (SECOND EDITION)

Autor Henk Tijms

Kniha ( měkká vazba )

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The second edition represents an ongoing effort to make probability accessible to students in a wide range of fields such as mathematics, statistics and data science, engineering, computer science, and business analytics. The book is written for those learning about probability for the first time. Revised and updated, the book is aimed… Přejít na celý popis

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The second edition represents an ongoing effort to make probability accessible to students in a wide range of fields such as mathematics, statistics and data science, engineering, computer science, and business analytics. The book is written for those learning about probability for the first time. Revised and updated, the book is aimed specifically at statistics and data science students who need a solid introduction to the basics of probability.

While retaining its focus on basic probability, including Bayesian probability and the interface between probability and computer simulation, this edition's significant revisions are as follows:

Many extra motivational examples and problemsNew material on Bayesian probability, including two famous court casesNew sections on real-world applications of the Poisson distributionNew sections on generating functions and the bivariate normal densityNew chapter on Markov chains, including Markov chain Monte Carlo simulation

The approach followed in the book is to develop probabilistic intuition before diving into details. The best way to learn probability is by practising on a lot of problems. Many instructive problems together with problem-solving strategies are given. Answers to all problems and worked-out solutions to selected problems are also provided.

Henk Tijms is the author of several textbooks in the area of applied probability. In 2008, he had received the prestigious INFORMS Expository Writing Award for his work. He is active in popularizing probability at Dutch high schools.

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Nakladatel
World Scientific Publishing Co Pte Ltd
Rozměr
228 x 150 x 15
jazyk
angličtina
Vazba
měkká vazba
Hmotnost
264 g
isbn
978-981-12-3851-2
Počet stran
184
datum vydání
14.07.2021
ean
9789811238512

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