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Probability : with applications and R /
"This book is ideal for courses on Probability typically taught in Mathematics and/or Statistics departments but could also be used in Engineering or Data Science departments. This book could also serve as a supplemental or review text for courses on Stochastic Processes or Markov Chains or Bro...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, NJ :
John Wiley & Sons, Inc.,
2021.
|
| Edición: | Second edition. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 003 | OCoLC | ||
| 005 | 20231027140348.0 | ||
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| 029 | 1 | |a AU@ |b 000073956017 | |
| 035 | |a (OCoLC)1240826943 |z (OCoLC)1256404158 |z (OCoLC)1259427128 |z (OCoLC)1303474271 |z (OCoLC)1334318512 |z (OCoLC)1388518353 |z (OCoLC)1388529389 |z (OCoLC)1390930443 | ||
| 042 | |a pcc | ||
| 050 | 0 | 0 | |a QA276.45.R3 |b D63 2021 |
| 082 | 0 | 0 | |a 519.20285/5133 |2 23 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Wagaman, Amy Shepherd, |d 1982- |e author. | |
| 245 | 1 | 0 | |a Probability : |b with applications and R / |c Amy S. Wagaman, Robert P. Dobrow. |
| 250 | |a Second edition. | ||
| 264 | 1 | |a Hoboken, NJ : |b John Wiley & Sons, Inc., |c 2021. | |
| 264 | 4 | |c ©2021 | |
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file |2 rda | ||
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a "This book is ideal for courses on Probability typically taught in Mathematics and/or Statistics departments but could also be used in Engineering or Data Science departments. This book could also serve as a supplemental or review text for courses on Stochastic Processes or Markov Chains or Brownian Motion, since those require a strong foundation in probability. The text is also preparatory for the Probability Actuarial Exam -- students who successfully complete a course with this text and do well are well-positioned to pass the P exam. Some major features of the new edition include an addition of supplemental materials for coding and simulation, improved exposition and examples for some topics, and addressing issues with errata. These features increase the value of the text especially in an era where developing computing skills has become a staple of statistical practice, and desirable for many other fields as well"-- |c Provided by publisher. | ||
| 505 | 0 | |a 93 3.1 Random Variables 93 3.2 Independent Random Variables 97 3.3 Bernoulli Sequences 99 3.4 Binomial Distribution 101 3.5 Poisson Distribution 108 3.5.1 Poisson Approximation of Binomial Distribution 113 3.5.2 Poisson as Limit of Binomial Probabilitie; 115 3.6 Summary 116 Exercises 118 4 Expectation and More with Discrete Random Variables 125 4.1 Expectation 127 4.2 Functions of Random Variables 130 4.3 Joint Distributions 134 4.4 Independent Random Variables 139 4.4.1 Sums of Independent Random Variables 142 4.5 Linearity of Expectation 144 4.6 Variance and Standard Deviation 149 4.7 Covariance and Correlation 158 4.8 Conditional Distribution 165 4.8.1 Introduction to Conditional Expectation 168 4.9 Properties of Covariance and Correlation 171 4.10 Expectation of a Function of a Random Variable 173 4.11 Summary | |
| 588 | |a Description based on online resource; title from digital title page (viewed on May 10, 2022). | ||
| 590 | |a Knovel |b ACADEMIC - General Engineering & Project Administration | ||
| 650 | 0 | |a Probabilities |x Data processing. | |
| 650 | 0 | |a R (Computer program language) | |
| 650 | 2 | |a Probability | |
| 650 | 6 | |a Probabilités |x Informatique. | |
| 650 | 6 | |a R (Langage de programmation) | |
| 650 | 7 | |a probability. |2 aat | |
| 650 | 7 | |a Probabilities |x Data processing |2 fast | |
| 650 | 7 | |a R (Computer program language) |2 fast | |
| 700 | 1 | |a Dobrow, Robert P., |e author. | |
| 776 | 0 | 8 | |i Print version: |a Wagaman, Amy Shepherd, 1982- |t Probability |b Second edition. |d Hoboken, NJ : Wiley, [2021] |z 9781119692386 |w (DLC) 2021007900 |
| 856 | 4 | 0 | |u https://appknovel.uam.elogim.com/kn/resources/kpPWARE001/toc |z Texto completo |
| 938 | |a Askews and Holts Library Services |b ASKH |n AH38819932 | ||
| 938 | |a YBP Library Services |b YANK |n 302271248 | ||
| 938 | |a EBSCOhost |b EBSC |n 2947734 | ||
| 994 | |a 92 |b IZTAP | ||