Basic probability: what every math student should know
Saved in:
| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
New Jersey
World Scientific
[2019]
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Includes index |
| Physical Description: | viii, 122 Seiten Diagramme |
| ISBN: | 9789811202353 9789811203763 |
Staff View
MARC
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Record in the Search Index
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| adam_text | Contents Preface v Chapter 1. Combinatorics and Calculus for Probability 1 1.1 Factorials and binomial coefficients 1.2 Basic results from calculus Appendix: Poisson distribution as limit of the binomial distribution 11 Chapter 2. Basics of Elementary Probability 13 2.1 Foundation of probability 2.2 The concept of conditional probability 2.3 The law of conditional probability 2.4 Conditional probability and Bayesian probability 2.5 The concept of random variable 2.6 Expected value and standard deviation Appendix: Proofs for expected value and standard deviation 13 21 26 28 37 39 50 Chapter 3. Useful Probability Distributions with Applications 53 3.1 The binomial and Poisson probability distributions 3.2 The normal and exponential probability densities 3.3 The chi-square test 53 61 75 vii 1 7
viii Contents Chapter 4. Surprising World of Poisson Probabilities 79 4.1 Fraud in a Canadian lottery 4.2 Santa Claus and a baby whisperer 4.3 Coupon collector’s problem 79 81 83 Chapter 5. Computer Simulation and Probability 89 5.1 Introduction and random number generators 5.2 Simulation tools 5.3 Applications of computer simulation 5.4 Statistical analysis of simulation output Appendix: Python programs for simulation 89 93 98 102 108 Solutions to Selected Problems 111 Index 121
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| author | Tijms, Henk C. 1944- |
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| contents | Combinatorics and calculus for probability -- Basics of elementary probability -- Useful probability distributions with applications -- Surprising world of poisson probabilities -- Computer simulation and probability |
| ctrlnum | (OCoLC)1108327520 (DE-599)BVBBV045871471 |
| discipline | Mathematik |
| format | Book |
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| spelling | Tijms, Henk C. 1944- Verfasser (DE-588)114608474 aut Basic probability what every math student should know Henk Tijms New Jersey World Scientific [2019] viii, 122 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Includes index Combinatorics and calculus for probability -- Basics of elementary probability -- Useful probability distributions with applications -- Surprising world of poisson probabilities -- Computer simulation and probability Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd rswk-swf Probabilities / Textbooks (DE-588)4151278-9 Einführung gnd-content (DE-588)4123623-3 Lehrbuch gnd-content Wahrscheinlichkeitstheorie (DE-588)4079013-7 s DE-604 Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031254801&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Tijms, Henk C. 1944- Basic probability what every math student should know Combinatorics and calculus for probability -- Basics of elementary probability -- Useful probability distributions with applications -- Surprising world of poisson probabilities -- Computer simulation and probability Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd |
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| title | Basic probability what every math student should know |
| title_auth | Basic probability what every math student should know |
| title_exact_search | Basic probability what every math student should know |
| title_full | Basic probability what every math student should know Henk Tijms |
| title_fullStr | Basic probability what every math student should know Henk Tijms |
| title_full_unstemmed | Basic probability what every math student should know Henk Tijms |
| title_short | Basic probability |
| title_sort | basic probability what every math student should know |
| title_sub | what every math student should know |
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| topic_facet | Wahrscheinlichkeitstheorie Einführung Lehrbuch |
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