كتاب إلكتروني
Probability Theory : An Introduction Using R
| العنوان: | Probability Theory : An Introduction Using R |
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| الوصف: | This book introduces Probability Theory with R software and explains abstract concepts in a simple and easy-to-understand way by combining theory and computation. It discusses conceptual and computational examples in detail, to provide a thorough understanding of basic techniques and develop an enjoyable read for students seeking suitable material for self-study. It illustrates fundamental concepts including fields, sigma-fields, random variables and their expectations, various modes of convergence of a sequence of random variables, laws of large numbers and the central limit theorem. Computational exercises based on R software are included in each Chapter Includes a brief introduction to the basic functions of R software for beginners in R and serves as a ready reference Includes Numerical computations, simulation studies, and visualizations using R software as easy tools to explain abstract concepts Provides multiple-choice questions for practice Incorporates self-explanatory R codes in every chapter This textbook is for advanced students, professionals, and academic researchers of Statistics, Biostatistics, Economics and Mathematics. |
| المؤلفون: | Shailaja R. Deshmukh, Akanksha S. Kashikar |
| نوع المادة: | eBook. |
| الموضوعات: | Probabilities--Data processing--Textbooks, R (Computer program language)--Textbooks |
| تصنيفات: | COMPUTERS / Mathematical & Statistical Software, BUSINESS & ECONOMICS / Statistics, EDUCATION / Statistics, MATHEMATICS / Probability & Statistics / General, MATHEMATICS / Probability & Statistics / Bayesian Analysis, MATHEMATICS / Probability & Statistics / Multivariate Analysis, MATHEMATICS / Probability & Statistics / Regression Analysis, SOCIAL SCIENCE / Statistics, MATHEMATICS / Probability & Statistics / Stochastic Processes, MATHEMATICS / Probability & Statistics / Time Series |
| قاعدة البيانات: | eBook Index |
| ردمك: | 9781032617978 9781032619057 9781040091180 9781040091210 |
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