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Statistics in Corpus Linguistics Research - A New Approach (Paperback)
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Statistics in Corpus Linguistics Research - A New Approach (Paperback)
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Traditional approaches focused on significance tests have often
been difficult for linguistics researchers to visualise. Statistics
in Corpus Linguistics Research: A New Approach breaks these
significance tests down for researchers in corpus linguistics and
linguistic analysis, promoting a visual approach to understanding
the performance of tests with real data, and demonstrating how to
derive new intervals and tests. Accessibly written, this book
discusses the 'why' behind the statistical model, allowing readers
a greater facility for choosing their own methodologies. Accessibly
written for those with little to no mathematical or statistical
background, it explains the mathematical fundamentals of simple
significance tests by relating them to confidence intervals. With
sample datasets and easy-to-read visuals, this book focuses on
practical issues, such as how to: * pose research questions in
terms of choice and constraint; * employ confidence intervals
correctly (including in graph plots); * select optimal significance
tests (and what results mean); * measure the size of the effect of
one variable on another; * estimate the similarity of distribution
patterns; and * evaluate whether the results of two experiments
significantly differ. Appropriate for anyone from the student just
beginning their career to the seasoned researcher, this book is
both a practical overview and valuable resource.
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