Logo

Lectures on Statistics by Robert B. Ash

Small book cover: Lectures on Statistics

Lectures on Statistics
by

Publisher: University of Illinois

Description:
These notes are based on a course that the author gave at UIUC in 1996 and again in 1997. No prior knowledge of statistics is assumed. A standard first course in probability is a prerequisite, but the first 8 lectures review results from basic probability that are important in statistics. Some exposure to matrix algebra is needed to cope with the multivariate normal distribution in Lecture 21, and there is a linear algebra review in Lecture 19.

Home page url

Download or read it online for free here:
Download link
(multiple PDF files)

Similar books

Book cover: Elementary Statistical MethodsElementary Statistical Methods
by - ResearchGate GmbH
The purpose of this book is to acquaint the reader with the increasing number of applications of statistics in engineering and the applied sciences. Our goal is to introduce the basic theory without getting too involved in mathematical detail.
(11491 views)
Book cover: Collaborative StatisticsCollaborative Statistics
by - Illowsky Publising
Intended for introductory statistics courses for students at two and four-year colleges who are majoring in fields other than math or engineering. Intermediate algebra is the only prerequisite. The book focuses on applications rather than the theory.
(15278 views)
Book cover: Learning Statistics with RLearning Statistics with R
by - University of Adelaide
This is an introductory statistics textbook pitched primarily at psychology students. It covers the standard topics of such a book: study design, descriptive statistics, the theory of hypothesis testing, t-tests, X2 tests, ANOVA and regression.
(6956 views)
Book cover: Introduction to the Theory of StatisticsIntroduction to the Theory of Statistics
by - McGraw-Hill
A self contained introduction to classical statistical theory. The material is suitable for students who have successfully completed a single year's course in calculus with no prior knowledge of statistics or probability. Third revised edition.
(22422 views)