MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03000nam a22003377a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
ZW-GwMSU |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20240227094115.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
240226b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781526476234 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1526476231 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
rda |
| Language of cataloging |
English |
| Transcribing agency |
MSULIB |
| Description conventions |
rda |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
H61.3 MEH |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mehmetoglu, Mehmet |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Applied statistics using R : |
| Remainder of title |
a guide for the social sciences / |
| Statement of responsibility, etc |
created by Mehmet Mehmetoglu and Matthias Mittner. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Name of producer, publisher, distributor, manufacturer |
SAGE Publications, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2022 |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2022 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxii, 449 pages : |
| Other physical details |
illustrations (some coloured) ; |
| Dimensions |
25 cm |
| 336 ## - CONTENT TYPE |
|---|
| content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| media type term |
unmediated |
| media type code |
n |
| source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| carrier type term |
volume |
| carrier type code |
nc |
| source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Chapter 1: Introduction to RChapter 2: Importing and working with data in RChapter 3: How does R work?Chapter 4: Data managementChapter 5: Data visualisation with ggplot2Chapter 6: Descriptive statisticsChapter 7: Simple (bivariate) regressionChapter 8: Multiple linear regressionChapter 9: Dummy-variable regressionChapter 10: Moderation/interaction analysis using regressionChapter 11: Logistic regressionChapter 12: Multilevel and longitudinal analysisChapter 13: Factor analysisChapter 14: Structural equation modellingChapter 15: Bayesian statistics |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
If you want to learn to use R for data analysis but aren't sure how to get started, this practical book will help you find the right path through your data. Drawing on real-world data to show you how to use different techniques in practice, it helps you progress your programming and statistics knowledge so you can apply the most appropriate tools in your research. It starts with descriptive statistics and moves through regression to advanced techniques such as structural equation modelling and Bayesian statistics, all with digestible mathematical detail for beginner researchers. The book: Shows you how to use R packages and apply functions, adjusting them to suit different datasets. Gives you the tools to try new statistical techniques and empowers you to become confident using them. Encourages you to learn by doing when running and adapting the authors' own code. Equips you with solutions to overcome the potential challenges of working with real data that may be messy or imperfect. Accompanied by online resources including screencast tutorials of R that give you step by step guidance and R scripts and datasets for you to practice with, this book is a perfect companion for any student of applied statistics or quantitative research methods courses |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Social sciences |
| General subdivision |
Research |
| -- |
Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Social sciences |
| General subdivision |
Statistical methods. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
R (Computer program language) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Sciences sociales |
| General subdivision |
Recherche |
| -- |
Informatique. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Sciences sociales |
| General subdivision |
Méthodes statistiques. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
ebook version : |
| International Standard Book Number |
9781529766141 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Book |