**Statistical Theory**

by Ryan Martin

**Publisher**: University of Illinois at Chicago 2015**Number of pages**: 117

**Description**:

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?

Download or read it online for free here:

**Download link**

(760KB, PDF)

## Similar books

**Lectures on Statistics**

by

**Robert B. Ash**-

**University of Illinois**

These notes are based on a course that the author gave at UIUC. No prior knowledge of statistics is assumed. A standard first course in probability is a prerequisite, but the first 8 lectures review results that are important in statistics.

(

**11726**views)

**Statistics 1**

by

**Keijo Ruohonen**-

**Tampere University of Technology**

Table of contents: Fundamental sampling distributions and data descriptions; One- and two-sample estimation; Tests of hypotheses; X2-tests; Maximum likelihood estimation; Multiple linear regression; Nonparametric statistics; Stochastic simulation.

(

**5127**views)

**Statistical Tools for Economists**

by

**Daniel McFadden**-

**University of California, Berkeley**

The contents: Economic Analysis and Econometrics; Analysis and Linear Algebra in a Nutshell; Probability Theory in a Nutshell; Limit Theorems in Statistics; Experiments, Sampling, and Statistical Decisions; Estimation; Hypothesis Testing.

(

**15038**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.

(

**13727**views)