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Research Methods Using R

Name: Research Methods Using R
Brand: Oxford University Press
SKU: 9780192896599
Price: 285.95 RON
Availability: InStock

Advanced Data Analysis in the Behavioural and Biological Sciences

Autor: Baker, Daniel H. (Senior Lecturer (Associate Professor), Senior Lecturer (Associate Professor), University of York)

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Editura: Oxford University Press

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Providing complete coverage of advanced research methods for undergraduates, Daniel H. Baker support...

Informații despre carte

Autor

Baker, Daniel H. (Senior Lecturer (Associate Professor), Senior Lecturer (Associate Professor), University of York)

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2022

Pagini

352

EAN

9780192896599

ISBN

0192896598

Enbook ID

38461382

Editura

Oxford University Press

Greutate

688

Dimensiuni

245 x 191 x 22

Descriere completă

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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Research Methods Using R

Advanced Data Analysis in the Behavioural and Biological Sciences

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