Data Visualization and Analysis in Second Language Research
eBook - ePub

Data Visualization and Analysis in Second Language Research

  1. 264 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Data Visualization and Analysis in Second Language Research

About this book

This introduction to visualization techniques and statistical models for second language research focuses on three types of data (continuous, binary, and scalar), helping readers to understand regression models fully and to apply them in their work. Garcia offers advanced coverage of Bayesian analysis, simulated data, exercises, implementable script code, and practical guidance on the latest R software packages. The book, also demonstrating the benefits to the L2 field of this type of statistical work, is a resource for graduate students and researchers in second language acquisition, applied linguistics, and corpus linguistics who are interested in quantitative data analysis.

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Yes, you can access Data Visualization and Analysis in Second Language Research by Guilherme D. Garcia in PDF and/or ePUB format, as well as other popular books in Business & Mergers & Acquisitions. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Cover
  2. Half Title
  3. Series Page
  4. Title Page
  5. Copyright Page
  6. Contents
  7. List of Figures
  8. List of Tables
  9. List of Code Blocks
  10. Acknowledgments
  11. Preface
  12. Part I Getting Ready
  13. Part II Visualizing the Data
  14. Part III Analyzing the Data
  15. Appendix A: Troubleshooting
  16. Appendix B: RStudio Shortcuts
  17. Appendix C: Symbols and Acronyms
  18. Appendix D: Files Used in This Book
  19. Appendix E: Contrast Coding
  20. Appendix F: Models and Nested Data
  21. Glossary
  22. References
  23. Subject Index
  24. Function Index