**Introduction to Probability Theory and Statistics for Linguistics**

by Marcus Kracht

**Publisher**: UCLA 2005**Number of pages**: 137

**Description**:

Contents: Basic Probability Theory (Probability Spaces, Conditional Probability, Random Variables, Expected Word Length, Limit Theorems); Elements of Statistics (Estimators, Tests, Distributions, Correlation and Covariance, Linear Regression, Markov Chains); Probabilistic Linguistics (Probabilistic Regular Languages and Hidden Markov Models).

Download or read it online for free here:

**Download link**

(440KB, PDF)

## Similar books

**Applied Nonparametric Regression**

by

**Wolfgang HÃ¤rdle**-

**Cambridge University Press**

Nonparametric regression analysis has become central to economic theory. Hardle, by writing the first comprehensive and accessible book on the subject, contributed enormously to making nonparametric regression equally central to econometric practice.

(

**20806**views)

**Convergence of Stochastic Processes**

by

**D. Pollard**-

**Springer**

Selected parts of empirical process theory, with applications to mathematical statistics. The book describes the combinatorial ideas needed to prove maximal inequalities for empirical processes indexed by classes of sets or classes of functions.

(

**10582**views)

**Lectures on Probability, Statistics and Econometrics**

by

**Marco Taboga**-

**statlect.com**

This e-book is organized as a website that provides access to a series of lectures on fundamentals of probability, statistics and econometrics, as well as to a number of exercises on the same topics. The level is intermediate.

(

**9019**views)

**Topics in Random Matrix Theory**

by

**Terence Tao**

This is a textbook for a graduate course on random matrix theory, inspired by recent developments in the subject. This text focuses on foundational topics in random matrix theory upon which the most recent work has been based.

(

**8817**views)