【转】Statistics for Linguistics with R: A Practical Introduction (2nd revised edition)

[chrisyang]

Statistics for Linguistics with R: A Practical Introduction (Mouton Textbook)

359 pages
Publisher: Walter de Gruyter; 2nd rev. ed. edition (March 15, 2013)
Language: English
ISBN-10: 3110307286
ISBN-13: 978-3110307283

This book is the revised and extended second edition of Statistics for Linguistics with R. The comprehensive revision includes new small sections on programming topics that facilitate statistical analysis, the addition of a variety of statistical functions readers can apply to their own data, and a revision of overview sections on statistical tests and regression modeling. The main revision is a complete rewrite of the chapter on multifactorial approaches, which now contains sections on linear regression, binary and ordinal logistic regression, multinomial and Poisson regression, and repeated-measures ANOVA. The revisions are completed by a new visual tool to identify the right statistical test for a given problem and data set.

地址：http://carlossicoli.free.fr/G/Gries...ical_introduction-Walter_de_Gruyter(2013).pdf

 

[qhdjason]

回复: 【转】Statistics for Linguistics with R: A Practical Introduction (2nd revised editi

Thanks!

 

[李亮1975重庆]

感谢，感谢

真是优秀实用免费的资源呢！我已经下载了

 

[qhdjason]

回复: 【转】Statistics for Linguistics with R: A Practical Introduction (2nd revised editi

这本书挺好的，稍微有点遗憾的是在多变量统计分析时没有讲到

求解各参数权重的具体方法，比如逻辑回归中（logistic regression）的梯度下降。

而这一步骤是最有意思的。

结合cousera.org上的教程看这本书可能收获更大：

https://class.coursera.org/ml/lecture/58

 

[chrisyang]

回复: 【转】Statistics for Linguistics with R: A Practical Introduction (2nd revised editi

与R统计相关的书籍很多，但是结合语言学研究讲解的确实不多，现在能见到的也就Gries(2009,2013)的两本和Baayen2008年出的Analyzing linguistic data。个人感觉Gries的两本书很适合从头开始学习R的语言研究人员，而要弄懂Baayen的书则需要更多R相关的基础知识。

 

[esther]

回复: 【转】Statistics for Linguistics with R: A Practical Introduction (2nd revised editi

非常感谢，正想学习R的用法。这本书的配套的数据有吗？我去Gries的网站上下载了旧版的文件，但都是加密文件。大家是怎么解决的？

 

[chrisyang]

回复: 【转】Statistics for Linguistics with R: A Practical Introduction (2nd revised editi

非常感谢，正想学习R的用法。这本书的配套的数据有吗？我去Gries的网站上下载了旧版的文件，但都是加密文件。大家是怎么解决的？

不用另想办法了！！！该书第57页中间部分文本明确提供了该书相关原始数据文件下载地址及对应解压密码。

 

[esther]

回复: 【转】Statistics for Linguistics with R: A Practical Introduction (2nd revised editi

谢谢，你指的是2013年版吧。

 

[chrisyang]

回复: 【转】Statistics for Linguistics with R: A Practical Introduction (2nd revised editi

谢谢，你指的是2013年版吧。

对，说的就是2013年版的。2009年版的文件解压密码在该书第59页上。其原始数据和R脚本文件可在Gries的主页上下载。