Word frequency distributions
著者
書誌事項
Word frequency distributions
（Text, speech, and language technology, v. 18）
Springer Science+Business Media, c2001
- : pbk
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注記
"Originally published by Kluwer Academic Publishers in 2001"--T.p, verso
"Softcover reprint of the hardcover 1st edition 2001"--T.p. verso
Includes bibliographical references (p. 321-328) and index
内容説明・目次
内容説明
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. It aims 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.
目次
1. Word Frequencies. 2. Non-parametric models. 3. Parametric models. 4. Mixture distributions. 5. The Randomness Assumption. 6. Examples of Applications. A. List of Symbols. B. Solutions of the exercises. C. Software. D. Data sets. Bibliography. Index.
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