Probability with R : an introduction with computer science applications

"This self-contained book integrates the use of computers with introductory probability and R, and all new ideas are introduced and illustrated using real computer-related examples. R, the widely-popular software, is not only used as a tool for calculation and data analysis, but also to illustr...

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Bibliographic Details
Main Author: Horgan, Jane M., 1947- (Author)
Format: eBook
Language: English
Published: Hoboken, NJ : Wiley, 2020.
Edition: Second edition.
Subjects:
Computer science > Mathematics.
Probabilities.
R (Computer program language)
elektronické knihy
electronic books
ISBN: 9781119536925
1119536928
9781119536963
1119536960
9781119536987
1119536987
1119536944
9781119536949
Physical Description: 1 online resource

Cover

Table of contents

LEADER 03925cam a2200469 i 4500
001 kn-on1130046053
003 OCoLC
005 20240717213016.0
006 m o d
007 cr cn|||||||||
008 191209s2020 njua ob 001 0 eng d
040 |a YDX  |b eng  |e rda  |e pn  |c YDX  |d N$T  |d YDXIT  |d UKMGB  |d YDX  |d OCLCF  |d UKAHL  |d EBLCP  |d OCLCQ  |d UMI  |d OCLCQ  |d OCLCO  |d OCLCQ  |d OCLCO  |d OCLCL 
020 |a 9781119536925  |q (electronic book) 
020 |a 1119536928  |q (electronic book) 
020 |a 9781119536963  |q (electronic book) 
020 |a 1119536960  |q (electronic book) 
020 |a 9781119536987  |q (ePub ebook) 
020 |a 1119536987 
020 |z 1119536944 
020 |z 9781119536949 
035 |a (OCoLC)1130046053  |z (OCoLC)1130905964  |z (OCoLC)1222919927 
100 1 |a Horgan, Jane M.,  |d 1947-  |e author.  |1 https://id.oclc.org/worldcat/entity/E39PCjCDbWvyhcQM7ptWfK3DG3 
245 1 0 |a Probability with R :  |b an introduction with computer science applications /  |c Jane M. Horgan. 
250 |a Second edition. 
264 1 |a Hoboken, NJ :  |b Wiley,  |c 2020. 
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 
500 |a Includes indexes. 
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 self-contained book integrates the use of computers with introductory probability and R, and all new ideas are introduced and illustrated using real computer-related examples. R, the widely-popular software, is not only used as a tool for calculation and data analysis, but also to illustrate the concepts of probability and to simulate distributions. Most examples are related to computing and cover a wide range of computer science applications, including testing program performance, measuring response time and cpu time, estimating the reliability of components and systems, evaluating algorithms and queueing systems, and improving wireless communication. This new edition contains a new chapter on discrete bivariate distributions. This chapter covers distribution of two discrete random variables, joint probabilities, and independence. A Wiley companion site provides data and solutions to problems within the book. Applied examples and exercises in areas in computing that have evolved over the last ten years will be included. Like the first edition, this edition will be primarily addressed to students of computer science and related areas. The second edition will bring this book up to date and will provide extra sections and examples to incorporate new areas of development, such as data mining, machine learning, artificial intelligence, and robotics"--  |c Provided by publisher 
504 |a Includes bibliographical references and index. 
505 0 |a Basics of R -- Summarizing statistical data -- Graphical displays -- Probability basics -- Rules of probability -- Conditional probability -- Posterior probability and Bayes -- Reliability -- Introduction to discrete distributions -- The geometric distribution -- The binomial distribution -- The hypergeometric distribution -- The Poisson distribution -- Sampling inspection schemes -- Introduction to continuous distributions -- The exponential distribution -- Queues -- The normal distribution -- Process control -- The inequalities of Markov and Chebyshev. 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Computer science  |x Mathematics. 
650 0 |a Probabilities. 
650 0 |a R (Computer program language) 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
776 0 8 |i Print version:  |z 1119536944  |z 9781119536949  |w (OCoLC)1100002989 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpPRAICSA3/probability-with-r?kpromoter=marc  |y Full text 

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