Introduction to Probability Theory and Statistics for Linguistics

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Introduction to Probability Theory and Statistics for Linguistics

Author: Marcus Kracht | Size: 440 KB | Format: PDF | Quality: Unspecified | Publisher: UCLA | Year: 2005 | pages: 137

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).

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