**Lectures on Statistics**

by Robert B. Ash

**Publisher**: University of Illinois 2007

**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.

Download or read it online for free here:

**Download link**

(multiple PDF files)

## Similar books

**Lies, Damned Lies, or Statistics: How to Tell the Truth with Statistics**

by

**Jonathan A. Poritz**-

**Colorado State University, Pueblo**

This is a first draft of a free textbook for a one-semester, undergraduate statistics course. Contents: One-Variable Statistics - Basics; Bi-variate Statistics - Basics; Linear Regression; Probability Theory; Bringing Home the Data; Basic Inferences.

(

**702**views)

**Learning Statistics with R**

by

**Daniel Navarro**-

**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.

(

**7135**views)

**Statistical Theory**

by

**Ryan Martin**-

**University of Illinois at Chicago**

Table of contents: Statistics and Sampling Distributions; Point Estimation Basics; Likelihood and Maximum Likelihood Estimation; Sufficiency and Minimum Variance Estimation; Hypothesis Testing; Bayesian Statistic; What Else is There to Learn?

(

**11553**views)

**Applied Multivariate Statistical Analysis**

by

**Wolfgang K. Hardle, Leopold Simar**-

**Springer**

The authors present multivariate data analysis in a way that is understandable to non-mathematicians and practitioners confronted by statistical data analysis. The book has a friendly yet rigorous style. Mathematical results are clearly stated.

(

**14827**views)