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Theory of Statistical Analysis in R for Linguists

Class at Faculty of Mathematics and Physics |
NPFL111

Syllabus

1. Typical topics of corpus studies, relevance of quantitative methods in linguistics, hypothesis formulation 2. Basic functions of R:

- file loading, writing, saving

- functions and arguments

- vectors, factors, lists, data frames: generation, loading, saving, editing

- data navigation, regular expressions

- Descriptive statistics: basic concepts and functions in R

Annotation

More advanced students of corpus linguistics, who have already participated in any basic corpus linguistic seminar, can use this course to deepen their competence in statistical data analysis. The course focuses on the statistical theory (in particular issues of corpus linguistics and specific distributions of language data) as well as on relevant computational skills for data analytics using R.

The course requires common computer user skills (no explicit programming background).