Logo

Introduction to Probability Theory and Statistics for Linguistics

Small book cover: Introduction to Probability Theory and Statistics for Linguistics

Introduction to Probability Theory and Statistics for Linguistics
by

Publisher: UCLA
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

Book cover: Probability and Statistics for Geophysical ProcessesProbability and Statistics for Geophysical Processes
by - National Technical University of Athens
Contents: The utility of probability; Basic concepts of probability; Elementary statistical concepts; Special concepts of probability theory in geophysical applications; Typical univariate statistical analysis in geophysical processes; etc.
(1703 views)
Book cover: Lectures on Probability, Statistics and EconometricsLectures on Probability, Statistics and Econometrics
by - 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.
(8366 views)
Book cover: A Minimum of Stochastics for ScientistsA Minimum of Stochastics for Scientists
by - Caltech
The book introduces students to the ideas and attitudes that underlie the statistical modeling of physical, chemical, biological systems. The text contains material the author have tried to convey to an audience composed mostly of graduate students.
(7444 views)
Book cover: Topics in Random Matrix TheoryTopics in Random Matrix Theory
by
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.
(8245 views)