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20240329122006.0 |
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230209s2014 xx o ||| 0 eng d |
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|a EBLCP
|b eng
|c EBLCP
|d OCLCQ
|d OCLCO
|d EBLCP
|d OCLCQ
|d OCLCL
|d OCLCQ
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| 020 |
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|a 9781118593202
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|a 1118593200
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|a (OCoLC)1347027797
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|a 519.2
|q OCoLC
|2 23/eng/20231120
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| 049 |
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|a UAMI
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| 100 |
1 |
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|a Florescu, Ionut.
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| 245 |
1 |
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|a Probability and Stochastic Processes
|h [electronic resource].
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| 260 |
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|a Newark :
|b John Wiley & Sons, Incorporated,
|c 2014.
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| 300 |
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|a 1 online resource (1165 p.).
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| 490 |
1 |
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|a New York Academy of Sciences Ser.
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| 500 |
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|a Description based upon print version of record.
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|a Cover -- Title Page -- Copyright -- Dedication -- Preface -- Acknowledgments -- Introduction -- Part I: Probability -- Chapter 1: Elements of Probability Measure -- 1.1 Probability Spaces -- 1.2 Conditional Probability -- 1.3 Independence -- 1.4 Monotone Convergence Properties of Probability -- 1.5 Lebesgue Measure on the Unit Interval (0,1] -- Problems -- Chapter 2: Random Variables -- Reduction to R. Random variables -- 2.1 Discrete and Continuous Random Variables -- 2.2 Examples of Commonly Encountered Random Variables
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| 505 |
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|a 2.3 Existence of Random Variables with Prescribed Distribution. Skorohod Representation of a Random Variable -- 2.4 Independence -- 2.5 Functions of Random Variables. Calculating Distributions -- Problems -- Chapter 3: Applied Chapter: Generating Random Variables -- 3.1 Generating One-Dimensional Random Variables by Inverting the cdf -- 3.2 Generating One-Dimensional Normal Random Variables -- 3.3 Generating Random Variables. Rejection Sampling Method -- 3.4 Generating Random Variables. Importance Sampling -- Problems -- Chapter 4: Integration Theory -- 4.1 Integral of Measurable Functions
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| 505 |
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|a 4.2 Expectations -- 4.3 Moments of a Random Variable. Variance and the Correlation Coefficient -- 4.4 Functions of Random Variables. The Transport Formula -- 4.5 Applications. Exercises in Probability Reasoning -- 4.6 A Basic Central Limit Theorem: The DeMoivre-LaplaceTheorem: -- Problems -- Chapter 5: Product Spaces. Conditional Distribution and Conditional Expectation -- 5.1 Product Spaces -- 5.2 Conditional Distribution and Expectation. Calculation in Simple Cases -- 5.3 Conditional Expectation. General Definition -- 5.4 Random Vectors. Moments and Distributions -- Problems
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| 505 |
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|a Chapter 6: Tools to study Probability. Generating Function, Moment Generating Function, Characteristic Function -- 6.1 Sums of Random Variables. Convolutions -- 6.2 Generating Functions and Applications -- 6.3 Moment Generating Function -- 6.4 Characteristic Function -- 6.5 Inversion and Continuity Theorems -- 6.6 Stable Distributions. Lévy Distribution -- Problems -- Chapter 7: Limit Theorems -- Introduction -- 7.1 Types of Convergence -- 7.2 Relationships between Types of Convergence -- 7.3 Continuous Mapping Theorem. Joint Convergence. Slutsky's Theorem
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| 505 |
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|a 7.4 The Two Big Limit Theorems: LLN and CLT -- 7.5 Extensions of Central Limit Theorem. Limit Theorems for Other Types of Statistics -- 7.6 Exchanging the Order of Limits and Expectations -- Problems -- Chapter 8: Statistical Inference -- 8.1 The Classical Problems in Statistics -- 8.2 Parameter Estimation Problem -- 8.3 Maximum Likelihood Estimation Method -- 8.4 The Method of Moments -- 8.5 Testing, the Likelihood Ratio Test -- 8.6 Confidence Sets -- Problems -- Part II: Stochastic Processes -- Chapter 9: Introduction to Stochastic Processes
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| 500 |
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|a 9.1 General Characteristics of Stochastic Processes
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| 590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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| 655 |
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0 |
|a Electronic books.
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| 758 |
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|i has work:
|a Probability and stochastic processes (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCGgCVWyDXRJgtDRwrXDBrm
|4 https://id.oclc.org/worldcat/ontology/hasWork
|
| 776 |
0 |
8 |
|i Print version:
|a Florescu, Ionut
|t Probability and Stochastic Processes
|d Newark : John Wiley & Sons, Incorporated,c2014
|z 9780470624555
|
| 830 |
|
0 |
|a New York Academy of Sciences Ser.
|
| 856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=7103842
|z Texto completo
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| 938 |
|
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|a ProQuest Ebook Central
|b EBLB
|n EBL7103842
|
| 994 |
|
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|a 92
|b IZTAP
|
