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Quantitative Methods for the Social Sciences: A Practical Introduction with Examples in R

Research output: Book/ReportBook

Abstract

This textbook offers an essential introduction to survey research and quantitative methods with clear instructions on how to conduct statistical tests with R. Building on the premise that we need to teach statistical methods in a holistic and practical format, the book guides students through the four main elements of survey research and quantitative analysis: (1) the importance of survey research, (2) preparing a survey, (3) conducting a survey and (4) analyzing a survey. In detail, students will learn how to create their own questionnaire on the basis of formulating hypotheses; sampling participants; disseminating their questionnaire; creating datasets; and analyzing their data. The data analytical sections of this revised and extended edition explain the theory, rationale and mathematical foundations of relevant bivariate and multi-variate statistical tests. These include the T-test, F-test, Chi-square test and correlation analyses, as well as bivariate and multivariate regression analyses. In addition, the book offers a brief introduction to statistical computing with R, which includes clear instructions on how to conduct these statistical tests in R. Given the breadth of its coverage, the textbook is suitable for introductory statistics, survey research and quantitative methods classes in the social sciences.
Original languageEnglish
Place of PublicationCham, Switzerland
PublisherSpringer International Publishing
Number of pages141
Edition2
ISBN (Electronic)978-3-031-34583-8
ISBN (Print)978-3-031-34582-1
DOIs
Publication statusPublished - 2023
Externally publishedYes

Publication series

NameSpringer Texts in Political Science and International Relations
ISSN (Print)2730-955X
ISSN (Electronic)2730-9568

Keywords

  • Quantitative Methods in Social Sciences
  • Statistics in Social Sciences
  • Practical Approach to Survey Research
  • Introductory Statistics
  • Statistical tests in R
  • Statistical Research Methods
  • Multivariate statistical tests
  • Multivariate regression analyses
  • Survey Methodology for the Social Sciences
  • Univariate statistics
  • Survey research

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