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Probability, Statistics and Simulation : With Application Programs Written in R
Probability, Statistics and Simulation : With Application Programs Written in R
1 Probability.- 2 Representation of random phenomena.- 3 Basic probability theory.- 4 Multivariate Probability Theory.- 5 Functions of random variables.- 6 Basic statistics: parameter estimation.- 7 Basic statistics: hypothesis testing.- 8 Monte Carlo methods.- 9 Applications of Monte Carlo methods.- 10 Statistical inference and likelihood.- 11 Least squares.- 12 Experimental data analysis.- Appendix A: Table of symbols 533.- Appendix B: R software 535.- Appendix C: Moment-generating functions 539.- Appendix D: Solutions of problems 543.- Appendix E: Tables.
| Media | Books Paperback Book (Book with soft cover and glued back) |
| ISBN13 | 9783031094309 |
| Publishers | Springer Nature B.V. |
| Pages | 656 |
| Dimensions | 156 × 235 × 39 mm · 1 kg |