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Research Methods Using R

Name: Research Methods Using R
Price: 44.99 USD
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Book Synopsis: Providing complete coverage of advanced research methods for undergraduates, Daniel H. Baker supports students in their mastery of more advanced research methods and their application in R. This brand new title brings together coverage of a variety of topics for readers with basic statistical knowledge. It begins with material on the fundamental tools - nonlinear curve fitting and function optimization, stochastic methods, and Fourier (frequency) analysis - before leading readers on to more specialist content - bivariate and multivariate statistics, Bayesian statistics, and machine learning methods. Several chapters also discuss methods that can be used to improve research practises, including power analysis, meta-analysis, reproducible data analysis.

Written to build a student's confidence with using R in a step-by-step way, early chapters present the essentials, ensuring that the content is accessible to those that have never programmed before. By giving them a feel for how the software works in practice, students are gradually introduced to simple examples of techniques before building up to more detailed implementations demonstrated in worked examples. Readers are also presented with opportunities to try analysis techniques for themselves. Practice questions are presented at the end of each chapter with answer guidance supplied in the book, while multiple-choice-questions with instant feedback can be accessed online. The author also provides datasets online which students can use to practise their new skills.

Digital formats and resources This book is available for students and institutions to purchase in a variety of formats, and is supported by online resources.

The e-book offers a mobile experience and convenient access along with functionality, navigation features, and links that offer extra learning support.
This book is accompanied by online resources including multiple-choice-questions with instant feedback, example code, and data files allowing students to run examples independently.

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Are you ready to take your research skills to the next level? Look no further than Research Methods Using R, the comprehensive guide that will support you in mastering advanced research methods and their application in R. Written by Daniel H. Baker, this brand new title is perfect for undergraduates with basic statistical knowledge who want to enhance their research capabilities.

With coverage of fundamental tools like nonlinear curve fitting, function optimization, stochastic methods, and Fourier analysis, Research Methods Using R equips you with the necessary skills to tackle more specialized content. From bivariate and multivariate statistics to Bayesian statistics and machine learning methods, this book ensures you have a complete understanding of advanced research techniques.

But that's not all—Research Methods Using R also provides valuable insights on improving research practices. Learn about power analysis, meta-analysis, and reproducible data analysis methods that can enhance the quality of your research. With step-by-step instructions, this book builds your confidence in using R, even if you've never programmed before.

To ensure your understanding, each chapter is packed with examples and opportunities to apply your newly acquired skills. Practice questions with answer guidance are included, and you can access multiple-choice questions with instant feedback online. Plus, the author provides datasets for you to practice your techniques, making sure you're fully equipped for real-world research projects.

Don't miss out on the digital formats and resources available for Research Methods Using R. The e-book offers convenience, functionality, and extra learning support. Accessible from anywhere, it provides a mobile experience that fits your busy lifestyle. Online resources include example code, data files, and multiple-choice questions with instant feedback. All these tools are designed to enhance your learning experience and help you become a master in advanced research methods.

Ready to elevate your research skills? Purchase Research Methods Using R now and embark on a journey of mastering advanced research methods. Click here to get started!

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