MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03494cam a2200385 a 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
15338358 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
EG-ScBUE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20220407095854.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
080620r20142008enka f b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0521709180 (pbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780521709187 (pbk.) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)ocn166626226 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
UKM |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
UKM |
| Modifying agency |
EG-ScBUE |
| -- |
EG-ScBUE |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
410.151 |
| Item number |
BAA |
| Edition number |
22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Baayen, R. Harald, |
| Relator term |
author. |
| 9 (RLIN) |
41186 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Analyzing linguistic data : |
| Remainder of title |
a practical introduction to statistics using R / |
| Statement of responsibility, etc |
R. H. Baayen. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
Seventh printing. |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Cambridge : |
| Name of publisher, distributor, etc |
Cambridge University Press, |
| Date of publication, distribution, etc |
2014. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiii, 353 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
26 cm |
| 336 ## - CONTENT TYPE |
|---|
| Source |
rdacontent |
| Content type term |
text |
| Content type code |
txt |
| 337 ## - MEDIA TYPE |
|---|
| Source |
rdamedia |
| Media type term |
unmediated |
| Media type code |
n |
| 338 ## - CARRIER TYPE |
|---|
| Source |
rdacarrier |
| Carrier type term |
volume |
| Carrier type code |
nc |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index.<br/> |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. An introduction to R: 1.1. R as a calculator -- 1.2. Getting data into and out of R -- 1.3. Accessing information in data frames -- 1.4. Operations on data frames -- 1.5. Session management -- 2. Graphical data exploration: 2.1. Random variables -- 2.2. Visualizing single random variables -- 2.3. Visualizing two or more variables -- 2.4. Trellis graphics --<br/>3. Probability distributions: 3.1. Distributions -- 3.2. Discrete distributions -- 3.3. Continuous distributions -- 4. Basic statistical methods: 4.1. Tests for single vectors -- 4.2. Tests for two independent vectors -- 4.3. Paired vectors -- 4.4. A numerical vector and a factor: analysis of variance -- 4.5. Two vectors with counts -- 4.6. A note on statistical significance --<br/>5. Clustering and classification: 5.1. Clustering -- 5.2. Classification -- 6. Regression modeling: 6.1. Introduction --<br/>6.2. Ordinary least squares regression -- 6.3. Generalized linear models -- 6.4. Regression with breakpoints -- 6.5. Models for lexical richness -- 6.6. General considerations -- 7. Mixed models: 7.1. Modeling data with fixed and random effects --<br/>7.2. comparison with traditional analyses -- 7.3. Shrinkage in mixed-effects models -- 7.4. Generalized linear mixed models --<br/>7.5. Case studies. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
"This textbook provides a straightforward introduction to the statistical analysis of language data. It clearly introduces the basic principles and methods of statistical analysis, using R, the leading computational statistics programming environment. The reader is guided step-by-step through a range of real data sets, allowing them to analyze phonetic data, construct phylogenetic trees, quantify register variation in corpus linguistics, and analyze experimental data using state-of-the-art models. The visualization of data plays a key role, both in the early stages of data exploration and later on when the reader is encouraged to criticize initial models fitted to the data. Containing over forty exercises with model answers, this book will be welcomed by all linguists wishing to learn more about working with and presenting quantitative data." |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Mathematical linguistics. |
| Source of heading or term |
BUEsh |
| 9 (RLIN) |
41185 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Linguistics |
| General subdivision |
Statistical methods. |
| Source of heading or term |
BUEsh |
| 9 (RLIN) |
41184 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Computational linguistics. |
| Source of heading or term |
BUEsh |
| 9 (RLIN) |
4459 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
R (Computer program language). |
| 9 (RLIN) |
20132 |
| Source of heading or term |
BUEsh |
| 651 ## - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME |
|---|
| Source of heading or term |
BUEsh |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Resource For college |
Humanities: English |
| Arrived date list |
September2016 |
| -- |
October2018 |
| 655 ## - INDEX TERM--GENRE/FORM |
|---|
| Form subdivision |
Reading book |
| 9 (RLIN) |
34232 |
| 856 41 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Table of contents only |
| Uniform Resource Identifier |
<a href="http://www.loc.gov/catdir/toc/fy0805/2008299641.html">http://www.loc.gov/catdir/toc/fy0805/2008299641.html</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Book - Borrowing |