£114.93

Springer Word Frequency Distributions - Text & Language Tech

Name: Springer Word Frequency Distributions - Text & Language Tech
Brand: Springer
Price: 114.93 GBP
Availability: InStock

AI & Machine Learning

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Description

Explore the statistical complexities of lexical structure with Word Frequency Distributions, part of the Text, Speech and Language Technology series by Springer. This book provides a foundational introduction to the statistical analysis of word frequency distributions, making it an essential resource for specialized academic study. Designed for linguists, psycholinguists, and researchers in quantitative stylistics, this text addresses the unique challenges found in lexical data. It explores why word frequency distributions are characterized by large numbers of rare words and how this leads to specific statistical phenomena. Readers will learn about the complexities of mean frequencies that change as observations increase, and why relative frequencies can be unreliable estimators of populations even in large samples. Whether you are working in language technology or interested in the quantitative aspects of how words are used, this volume offers the technical depth required to understand the mathematical properties of language data. It is a practical guide for anyone needing to navigate the strange statistical behaviors inherent in linguistic research.

Key Features

Provides a formal introduction to the statistical analysis of word frequency distributions for academic research.

Covers essential topics for linguists and psycholinguists studying quantitative aspects of lexical structure.

Explains the statistical phenomena caused by the high number of rare words in language datasets.

Analyzes how mean frequencies change as the number of observations increases in a sample.

Addresses the reliability of relative frequencies as estimators of populations in large samples.

Supports researchers working specifically in the field of quantitative stylistics.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 1402009275
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Publication Date: 30 September 2002
Listed Since: 14 December 2006

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Springer Word Frequency Distributions - Text & Language Tech

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