libcats.org
Главная

A probability path

Обложка книги A probability path

A probability path

Many probability books are written by mathematicians and have the built in bias that the reader is assumed to be a mathematician coming to the material for its beauty. This textbook is geared towards beginning graduate students from a variety of disciplines whose primary focus is not necessarily mathematics for its own sake. Instead, A Probability Path is designed for those requiring a deep understanding of advanced probability for their research in statistics, applied probability, biology, operations research, mathematical finance, and engineering.

A one-semester course is laid out in an efficient and readable manner covering the core material. The first three chapters provide a functioning knowledge of measure theory. Chapter 4 discusses independence, with expectation and integration covered in Chapter 5, followed by topics on different modes of convergence, laws of large numbers with applications to statistics (quantile and distribution function estimation) and applied probability. Two subsequent chapters offer a careful treatment of convergence in distribution and the central limit theorem. The final chapter treats conditional expectation and martingales, closing with a discussion of two fundamental theorems of mathematical finance.

Like "Adventures in Stochastic Processes", Resnick's related and very successful textbook, A Probability Path is rich in appropriate examples, illustrations, and problems, and is suitable for classroom use or self-study.

Популярные книги за неделю:

50 рецептов для аэрогриля

Автор:
Категория: house, house, cook
Размер книги: 771 Kb

Ключ к сверхсознанию

Автор:
Категория: Путь к себе
Размер книги: 309 Kb

Contemporary Theatre, Film and Television, Volume 97

Автор:
Размер книги: 3.18 Mb
Только что пользователи скачали эти книги:

Linear Algebra With Applications

Автор:
Категория: Математика, Algebra
Размер книги: 67.66 Mb

История и философия науки

Автор:
Размер книги: 7.69 Mb

История и философия науки

Автор:
Категория: P_Physics, PPop_Popular-level
Размер книги: 5.71 Mb

The Skipping Shoes

Автор:
Категория: fiction
Размер книги: 12 Kb

Mieke Maaike's Obscene Jeugd

Автор:
Категория: fiction
Размер книги: 951 Kb

The Brothers Boswell

Автор:
Категория: fiction
Размер книги: 373 Kb