Georgii Stochastics

Introduction to Probability and Statistics
1. Auflage 2008
ISBN: 978-3-11-020676-0
Verlag: De Gruyter
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 379 Seiten

Reihe: De Gruyter Textbook

This book is a translation of the third edition of the well accepted German textbook 'Stochastik', which presents the fundamental ideas and results of both probability theory and statistics, and comprises the material of a one-year course. The stochastic concepts, models and methods are motivated by examples and problems and then developed and analysed systematically.

Zielgruppe

Students of Mathematics, Scientists, Computer Scientists; Academi

Autoren/Hrsg.

Georgii, Hans-Otto

Weitere Mitwirkende

Ortgiese, Marcel

Baake, Ellen

Georgii, Hans-Otto

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung

Inhaltsverzeichnis

Frontmatter
Contents
I Probability Theory 1 Principles of Modelling Chance 2 Stochastic Standard Models 3 Conditional Probabilities and Independence 4 Expectation and Variance 5 The Law of Large Numbers and the Central Limit Theorem 6 Markov Chains
II Statistics 7 Estimation 8 Confidence Regions 9 Around the Normal Distributions 10 Hypothesis Testing 11 Asymptotic Tests and Rank Tests 12 Regression Models and Analysis of Variance
Backmatter

Über Autor(innen)

Hans-Otto Georgii, Ludwig-Maximilians-University, Munich, Germany.