Download e-book for iPad: Analyzing Linguistic Data by R. H. Baayen

By R. H. Baayen

ISBN-10: 0521709180

ISBN-13: 9780521709187

ISBN-10: 0521882591

ISBN-13: 9780521882590

Statistical research is an invaluable ability for linguists and psycholinguists, letting them comprehend the quantitative constitution in their facts. This textbook offers an easy advent to the statistical research of language. Designed for linguists with a non-mathematical historical past, it in actual fact introduces the elemental ideas and techniques of statistical research, utilizing 'R', the major computational statistics programme. The reader is guided step by step via more than a few actual info units, letting them examine acoustic info, build grammatical bushes for numerous languages, quantify sign in version in corpus linguistics, and degree experimental facts utilizing cutting-edge versions. The visualization of knowledge performs a key position, either within the preliminary phases of knowledge exploration and afterward whilst the reader is inspired to criticize quite a few versions. Containing over forty routines with version solutions, this ebook can be welcomed by means of all linguists wishing to benefit extra approximately operating with and offering quantitative data.Statistical research is an invaluable ability for linguists and psycholinguists, letting them comprehend the quantitative constitution in their information. This textbook offers a simple creation to the statistical research of language. Designed for linguists with a non-mathematical heritage, it sincerely introduces the elemental ideas and techniques of statistical research, utilizing 'R', the best computational facts programme. The reader is guided step by step via more than a few genuine information units, letting them examine acoustic facts, build grammatical timber for a number of languages, quantify sign up edition in corpus linguistics, and degree experimental facts utilizing state of the art types. The visualization of information performs a key function, either within the preliminary levels of knowledge exploration and in a while whilst the reader is inspired to criticize a variety of versions. Containing over forty routines with version solutions, this ebook could be welcomed by means of all linguists wishing to profit extra approximately operating with and offering quantitative information.

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Additional resources for Analyzing Linguistic Data

Example text

As we provided a sorted vector of numbers, the automatically generated X -values represent the ranks of these numbers. 3 shows the quartiles of the distribution of reaction times, and the lower panel the deciles. The quartiles are the data points you get by dividing the sorted data into four equal parts. The 50% quartile is also known as the median. The deciles are the data points dividing the sorted data into 10 equal parts. The function quantile() calculates the quantiles for its input vector; by default it produces the quartiles.

N , with N the size of the corpus. familiarity rating Participants are asked to indicate on a seven-point scale how frequently they think words are used. The ratings elicited for a given word will vary from participant to participant, and constitute a random variable. lexical decision Participants are asked to indicate, by means of button presses, whether a word presented visually or auditorily is an existing word of the language. There are two outcomes, and hence two random variables, for this type of experiment: the accuracy of a response (with levels “correct” and “incorrect”) and the latency of the response (in milliseconds).

This contingency table can be recast as a table of proportions by dividing each cell in the table by the sum of all cells, the total number of observations in the data frame with inanimate themes. 4 Operations on data frames It is often useful to recast counts as proportions (relative frequencies) with respect to row or column totals. table(). 1354467 These tables show that the row proportions are somewhat different for animate versus inanimate recipients, and that column proportions are slightly different for np versus pp realizations of the recipient.

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Analyzing Linguistic Data by R. H. Baayen


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