عنوان
پدید آورنده
موضوع
رده
H61.3 .L52 2019
H61
.
3
.
L52
2019
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
0190656255
(Number (ISBN
9780190656256
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Using R for data analysis in social sciences :
General Material Designation
[Book]
Other Title Information
a research project-oriented approach /
First Statement of Responsibility
Quan Li.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York, NY :
Name of Publisher, Distributor, etc.
Oxford University Press,
Date of Publication, Distribution, etc.
2019.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource :
Other Physical Details
illustrations (black and white)
GENERAL NOTES
Text of Note
Previously issued in print: 2018.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
SUMMARY OR ABSTRACT
Text of Note
Statistical analysis is common in the social sciences, and among the more popular programs is R. This text provides a foundation for undergraduate and graduate students in the social sciences on how to use R to manage, visualise, and analyse data. The focus is on how to address substantive questions with data analysis and replicate published findings. The work adopts a minimalist approach and covers only the most important functions and skills in R to conduct reproducible research. It emphasizes the practical needs of students using R by showing how to import, inspect, and manage data, understand the logic of statistical inference, visualise data and findings via histograms, boxplots, scatterplots, and diagnostic plots, and analyse data using one-sample t-test, difference-of-means test, covariance, correlation, ordinary least squares regression, and model assumption diagnostics.
USERS/INTENDED AUDIENCE NOTE
Text of Note
Specialized.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9780190656218
TOPICAL NAME USED AS SUBJECT
R (Computer program language)
Social sciences-- Research-- Data processing.
Social sciences-- Statistical methods.
R (Computer program language)
Social sciences-- Research-- Data processing.
Social sciences-- Statistical methods.
DEWEY DECIMAL CLASSIFICATION
Number
330
.
2855133
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
H61
.
3
Book number
.
L52
2019
PERSONAL NAME - PRIMARY RESPONSIBILITY
Li, Quan,1966-
ORIGINATING SOURCE
Date of Transaction
20200822090737.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
