000 04532cam a2200685 i 4500
001 on1130046053
003 OCoLC
005 20221123104637.0
006 m o d
007 cr cnu---unuuu
008 191209s2020 njua ob 001 0 eng d
040 _aYDX
_beng
_erda
_epn
_cYDX
_dN$T
_dYDXIT
_dUKMGB
_dYDX
_dOCLCF
_dUKAHL
_dEBLCP
_dOCLCQ
_dUMI
_dOCLCQ
_dOCLCO
015 _aGBB9K4749
_2bnb
016 7 _a019654848
_2Uk
019 _a1130905964
_a1222919927
020 _a9781119536925
_q(electronic book)
020 _a1119536928
_q(electronic book)
020 _a9781119536963
_q(electronic book)
020 _a1119536960
_q(electronic book)
020 _a9781119536987
_q(ePub ebook)
020 _a1119536987
020 _z1119536944
020 _z9781119536949
029 1 _aAU@
_b000068656686
029 1 _aUKMGB
_b019654848
035 _a(OCoLC)1130046053
_z(OCoLC)1130905964
_z(OCoLC)1222919927
037 _a9781119536987
_bWiley
050 4 _aQA76.9.M35
_bH863 2020
082 0 4 _a004.01/5113
_223
049 _aMAIN
100 1 _aHorgan, Jane M.,
_d1947-
_eauthor.
_98933
245 1 0 _aProbability with R :
_ban introduction with computer science applications /
_cJane M. Horgan.
250 _aSecond edition.
264 1 _aHoboken, NJ :
_bWiley,
_c2020.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
500 _aIncludes indexes.
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"--
_cProvided by publisher
588 0 _aOnline resource; title from digital title page (viewed on February 12, 2020).
504 _aIncludes bibliographical references and index.
505 0 _aBasics 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.
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aProbabilities.
_94604
650 0 _aR (Computer program language)
_94991
650 2 _aProbability
_0(DNLM)D011336
_92639
650 6 _aInformatique
_xMathématiques.
_0(CaQQLa)201-0123277
_967036
650 6 _aProbabilités.
_0(CaQQLa)201-0011592
_967037
650 6 _aR (Langage de programmation)
_0(CaQQLa)201-0368319
_967038
650 7 _aprobability.
_2aat
_0(CStmoGRI)aat300055653
_92639
650 7 _aComputer science
_xMathematics.
_2fast
_0(OCoLC)fst00872460
_93866
650 7 _aProbabilities.
_2fast
_0(OCoLC)fst01077737
_94604
650 7 _aR (Computer program language)
_2fast
_0(OCoLC)fst01086207
_94991
655 4 _aElectronic books.
_93294
776 0 8 _iPrint version:
_z1119536944
_z9781119536949
_w(OCoLC)1100002989
856 4 0 _uhttps://doi.org/10.1002/9781119536963
_zWiley Online Library
942 _cETB
994 _aC0
_bDG1
999 _c81886
_d81886