Introduction to Probability Theory and Statistics for Linguistics

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).