Practicing R for Statistical Computing
Practicing R for Statistical Computing
English | 2023 | ISBN: 9819928850 | 292 Pages | PDF EPUB (True) | 34 MB
English | 2023 | ISBN: 9819928850 | 292 Pages | PDF EPUB (True) | 34 MB
This book is designed to provide a comprehensive introduction to R programming for data analysis, manipulation and presentation. It covers fundamental data structures such as vectors, matrices, arrays and lists, along with techniques for exploratory data analysis, data transformation and manipulation. The book explains basic statistical concepts and demonstrates their implementation using R, including descriptive statistics, graphical representation of data, probability, popular probability distributions and hypothesis testing. It also explores linear and non-linear modeling, model selection and diagnostic tools in R.