E-Book, Englisch, 600 Seiten, E-Book
Fundamentals for the Empirical Sciences
E-Book, Englisch, 600 Seiten, E-Book
Reihe: Wiley Series in Probability and Statistics
ISBN: 978-1-119-24348-9
Verlag: John Wiley & Sons
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
Probability and Conditional Expectations
* Presents a rigorous and detailed mathematical treatment of probability theory focusing on concepts that are fundamental to understand what we are estimating in applied statistics.
* Explores the basics of random variables along with extensive coverage of measurable functions and integration.
* Extensively treats conditional expectations also with respect to a conditional probability measure and the concept of conditional effect functions, which are crucial in the analysis of causal effects.
* Is illustrated throughout with simple examples, numerous exercises and detailed solutions.
* Provides website links to further resources including videos of courses delivered by the authors as well as R code exercises to help illustrate the theory presented throughout the book.