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R in Finance and Economics

R in Finance and Economics : A Beginner's Guide. 金融と経済学におけるR

・ISBN 978-981-3144-46-0 2017 hard

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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-981-3144-47-7

著者・編者Singh, Abhay Kumar / Allen, D. E.,
出版社(World Scientific, SI)
ページ数300 pp.
言語ENG
ニュース番号<637-248 637-360>

解説

This book provides an introduction to the statistical software R and its application with an empirical approach in finance and economics. It is specifically targeted towards undergraduate and graduate students. It provides beginner-level introduction to R using RStudio and reproducible research examples. It will enable students to use R for data cleaning, data visualization and quantitative model building using statistical methods like linear regression, econometrics (GARCH etc), Copulas, etc. Moreover, the book demonstrates latest research methods with applications featuring linear regression, quantile regression, panel regression, econometrics, dependence modelling, etc. using a range of data sets and examples.