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| 001 | ocn954046743 | ||
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| 008 | 160827s2016 mau o 000 0 eng d | ||
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_a519.5 _223 |
| 049 | _aMAIN | ||
| 100 | 1 |
_aZörnig, Peter. _9813339 |
|
| 245 | 1 | 0 |
_aProbability Theory and Statistical Applications : _ba Profound Treatise for Self-Study. |
| 260 |
_aBerlin/Boston : _bDe Gruyter, _c2016. |
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| 300 | _a1 online resource (294 pages). | ||
| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 490 | 1 | _aDe Gruyter Textbook | |
| 588 | 0 | _aPrint version record. | |
| 505 | 0 | _aPreface ; Contents ; 1 Mathematics revision ; 1.1 Basic notions of sets ; 1.2 Basic concepts of combinatorics ; 1.2.1 More about binomial coefficients ; 1.2.2 Specific permutations and a generalization ; 1.3 Some special functions ; 1.4 Integration of bi-dimensional functions. | |
| 505 | 8 | _a2 Introduction to probability 2.1 Mathematical models ; 2.2 Further examples of random experiments ; 2.3 Assigning probabilities to events ; 2.4 Basic notions of probability ; 3 Finite sample spaces ; 3.1 Equally likely outcomes ; 3.2 Variants of a random experiment. | |
| 505 | 8 | _a4 Conditional probability and independence 4.1 Conditional probability ; 4.2 Bayes' theorem ; 4.3 Independent events ; 5 One-dimensional random variables ; 5.1 The concept of a random variable ; 5.2 Discrete random variables ; 5.3 The binomial distribution and extensions. | |
| 505 | 8 | _a5.4 Continuous random variables 5.5 Distribution function ; 6 Functions of random variables ; 6.1 Continuous random variables ; 6.2 Discrete random variables ; 7 Bi-dimensional random variables ; 7.1 Discrete random variables ; 7.2 Continuous random variables. | |
| 505 | 8 | _a7.3 Marginal distributions and independent variables 7.4 Conditional distributions and distribution functions ; 7.5 Functions of a random variable ; 8 Characteristics of random variables ; 8.1 The expected value of a random variable ; 8.2 Expectation of a function of a random variable. | |
| 500 | _a8.3 Properties of the expected value. | ||
| 504 | _aIncludes bibliographical references and index. | ||
| 520 | _aThis accessible and easy-to-read book provides many examples to illustrate diverse topics in probability and statistics, from initial concepts up to advanced calculations. Special attention is devoted e.g. to independency of events, inequalities in probability and functions of random variables. The book is directed to students of mathematics, statistics, engineering, and other quantitative sciences, in particular to readers who need or want to learn by self-study. The author is convinced that sophisticated examples are more useful for the student than a lengthy formalism treating the greatest possible generality. From the content:Mathematics revisionIntroduction to probabilityFinite sample spacesConditional probability and independenceOne-dimensional random variablesFunctions of random variablesBi-dimensional random variablesCharacteristics of random variablesDiscrete probability modelsContinuous probability modelsGenerating functions in probabilitySums of many random variablesSamples and sampling distributionsEstimation of parametersHypothesis tests. | ||
| 590 | _aMaster record variable field(s) change: 072 | ||
| 650 | 0 |
_aProbabilities. _91650 |
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| 650 | 0 |
_aMathematical statistics. _91277 |
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| 650 | 7 |
_aMathematical statistics. _2fast _0(OCoLC)fst01012127 _91277 |
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| 650 | 7 |
_aProbabilities. _2fast _0(OCoLC)fst01077737 _91650 |
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| 650 | 7 |
_aMATHEMATICS / Applied _2bisacsh _9188619 |
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| 650 | 7 |
_aMATHEMATICS / Probability & Statistics / General _2bisacsh _9188620 |
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| 650 | 7 |
_aWahrscheinlichkeitstheorie _2gnd _0(DE-588)4079013-7 _92770 |
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| 650 | 7 |
_aStatistik _2gnd _0(DE-588)4056995-0 _91867 |
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| 655 | 4 |
_aElectronic books. _9396 |
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| 776 | 0 | 8 |
_iPrint version: _aZörnig, Peter. _tProbability Theory and Statistical Applications : A Profound Treatise for Self-Study. _dBerlin/Boston : De Gruyter, ©2016 _z9783110363197 |
| 830 | 0 |
_aDe Gruyter textbook. _9513093 |
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_3EBSCOhost _uhttps://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1289658 |
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