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...

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Bibliographic Details
Main Authors: Wagaman, Amy Shepherd, 1982- (Author), Dobrow, Robert P., (Author)
Format: eBook
Language: English
Published: Hoboken, NJ : John Wiley & Sons, Inc., 2021.
Edition: Second edition.
Subjects:
Probabilities > Data processing.
R (Computer program language)
elektronické knihy
electronic books
ISBN: 9781119692416
1119692415
9781119692348
1119692342
9781119692386
1119692385
1523143770
9781523143771
1119692431
9781119692430
Physical Description: 1 online resource

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Table of contents

LEADER 03992cam a2200505 i 4500
001 kn-on1240826943
003 OCoLC
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006 m o d
007 cr cn|||||||||
008 210219t20212021nju ob 001 0 eng
040 |a DLC  |b eng  |e rda  |c DLC  |d OCLCO  |d OCLCF  |d UKAHL  |d MFS  |d NLW  |d YDX  |d OCLCO  |d N$T  |d VLB  |d SFB  |d OCLCQ  |d VHC  |d AMH  |d UBY  |d OCLCO 
020 |a 9781119692416  |q electronic book 
020 |a 1119692415  |q electronic book 
020 |a 9781119692348  |q electronic book 
020 |a 1119692342  |q electronic book 
020 |z 9781119692386  |q hardcover 
020 |z 1119692385 
020 |a 1523143770 
020 |a 9781523143771 
020 |a 1119692431 
020 |a 9781119692430 
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  |z (OCoLC)1422253588  |z (OCoLC)1423138815  |z (OCoLC)1424757627 
042 |a pcc 
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 
504 |a Includes bibliographical references and index. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
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 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Probabilities  |x Data processing. 
650 0 |a R (Computer program language) 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
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://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpPWARE001/probability-with-applications?kpromoter=marc  |y Full text 

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