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Word Frequency Distributions

Name: Word Frequency Distributions
Brand: Springer-Verlag New York Inc.
SKU: 04194624
Price: 59911 HUF
Availability: InStock
Author: R. Harald Baayen
ISBN: 9781402009273

R. Harald Baayen

Language

English

Book Paperback

Libristo code: 04194624

Publishers Springer-Verlag New York Inc., September 2002

This book is a comprehensive introduction to the statistical analysis of word frequency distribution... Full description

Libristo code: 04194624

398 b

59 911 Ft

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This book is a comprehensive introduction to the statistical analysis of word frequency distributions, intended for computational linguists, corpus linguists, psycholinguists, and researchers in the field of quantitative stylistics. Word frequency distributions are characterized by very large numbers of rare words. This property leads to strange phenomena such as mean frequencies that systematically change as the number of observations is increased, relative frequencies that even in large samples are not fully reliable estimators of population probabilities, and model parameters that vary with text or corpus size. Special statistical techniques for the analysis of distributions with large numbers of rare events can be found in various technical journals. The aim of this book is to make these techniques more accessible for non-specialists, both theoretically, by means of a careful introduction to the underlying probabilistic and statistical concepts, and practically, by providing a program library implementing the main models for word frequency distributions.