Joseph K. Blitzstein, Jessica Hwang

Introduction to Probability, Second Edition (eBook, PDF)

• Format: PDF

Produktbeschreibung

Assumes one-semester of calculus. "Stories" make distributions (Normal, Binomial, Poisson that are widely-used in statistics) easier to remember, understand. Many books write down formulas without explaining clearly why these particular distributions are important or how they are all connected.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 634
• Erscheinungstermin: 8. Februar 2019
• Englisch
• ISBN-13: 9780429766749
• Artikelnr.: 55263783

Autorenporträt

Joseph K. Blitzstein, PhD, professor of the practice in statistics, Department of Statistics, Harvard University, Cambridge, Massachusetts, USA

Jessica Hwang is a graduate student in the Stanford statistics department.

Inhaltsangabe

Probability and Counting. Conditional Probability. Random Variables and Their Distributions. Expectation. Continuous Random Variables. Moments. Joint Distributions. Transformations. Conditional Expectation. Inequalities and Limit Theorems. Markov Chains. Markov Chain Monte Carlo. Poisson Processes.