Corpus Linguistics and Statistical Inference

 

Contents

1st Lecture: Introduction to the course

2nd Lecture: corpus design and probability basics

Practice

Presentation

3rd Lecture: common distribution families and statistics in linguistics

4th Lecture: statistical tests

Practice

Presentation 

5th Lecture:

6th Lecture:

Practice

Presentation 

7th Lecture:

8th Lecture:

Practice

Test

 

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Reference

 

Butler, C. (1985a), Statistics in Linguistics, Oxford: Basil Blackwell.

Church,K., Gale, W. Hanks, P. and Hindle, D. (1991), "Using statistics in lexical Analysis", in Zernik, U.(ed), Lexical Acquisition: Exploiting on-line Resources to Build a Lexicon, Hillsdale, NJ: Lawrence Erlbaum Associates.

http://www.stat.tamu.edu/stat30x/notes/node3.html

McEnery, A., Baker, P. and Wilson, A. (1994), 'The Role of Corpora in Computer Assisted Language Learning', Computer Assisted Language Learning, 6(3), pp.233-48.

 

For R beginners:

统计编程的框架与R语言统计分析基础

R for Beginners (Chinese version)

Presentation

1st :

2nd:

3rd:

 

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Update: 2007.07.28