Conditional independence in applied probability:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Newton, Mass.
Education Development Center
1979
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| Schriftenreihe: | The UMAP expository monograph series
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Getr. Zählung |
Internformat
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Datensatz im Suchindex
| _version_ | 1804116721293852672 |
|---|---|
| adam_text | CONTENTS
PREFACE
A. PRELIMINARIES
1. Probability Spaces and Random Vectors
2. Mathematical Expectation
3. Problems
B. CONDITIONAL INDEPENDENCE OF EVENTS
1. The Concept
2. Some Patterns of Probable Inference
3. A Classification Problem
4. Problems
C. CONDITIONAL EXPECTATION
1. Conditioning by an Event
2. Conditioning by a Random Vector Special Cases
3. Conditioning by a Random Vector General Case
4. Properties of Conditional Expectation
5. Conditional Distributions
6. Conditional Distributions and Bayes Theorem
7. Proofs of Properties of Conditional Expectation
8. Problems
D. CONDITIONAL INDEPENDENCE, GIVEN A RANDOM VECTOR
1. The Concept and Some Basic Properties
2. Some Elements of Bayesian Analysis
3. A One Stage Bayesian Decision Model
4. A Dynamic Programming Example
5. Proofs of the Basic Properties
6. Problems
E. MARKOV PROCESSES AND CONDITIONAL INDEPENDENCE
1. Discrete Parameter Markov Processes
2. Markov Chains with Costs and Rewards
3. Continuous Parameter Markov Processes
4. The Chapman Kolmogorov Equation
5. Proof of a Basic Theorem on Markov Processes
6. Problems
APPENDICES
Appendix I. Properties of Mathematical Expectation
Appendix II. Properties of Conditional Expectation, Given a Random Vector
Appendix III. Properties of Conditional Independence, Given a Random Vector
REFERENCES
SELECTED ANSWERS, HINTS, AND KEY STEPS
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| any_adam_object | 1 |
| author | Pfeiffer, Paul E. |
| author_facet | Pfeiffer, Paul E. |
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| callnumber-subject | QA - Mathematics |
| classification_rvk | SK 800 |
| ctrlnum | (OCoLC)613228805 (DE-599)BVBBV002263694 |
| dewey-full | 519.2 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.2 |
| dewey-search | 519.2 |
| dewey-sort | 3519.2 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Book |
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| indexdate | 2024-07-09T15:43:00Z |
| institution | BVB |
| language | English |
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| series2 | The UMAP expository monograph series |
| spelling | Pfeiffer, Paul E. Verfasser aut Conditional independence in applied probability Paul E. Pfeiffer Newton, Mass. Education Development Center 1979 Getr. Zählung txt rdacontent n rdamedia nc rdacarrier The UMAP expository monograph series Indépendance (Mathématiques) Probabilités Probabilities Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd rswk-swf Wahrscheinlichkeitsrechnung (DE-588)4064324-4 s DE-604 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001487630&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Pfeiffer, Paul E. Conditional independence in applied probability Indépendance (Mathématiques) Probabilités Probabilities Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd |
| subject_GND | (DE-588)4064324-4 |
| title | Conditional independence in applied probability |
| title_auth | Conditional independence in applied probability |
| title_exact_search | Conditional independence in applied probability |
| title_full | Conditional independence in applied probability Paul E. Pfeiffer |
| title_fullStr | Conditional independence in applied probability Paul E. Pfeiffer |
| title_full_unstemmed | Conditional independence in applied probability Paul E. Pfeiffer |
| title_short | Conditional independence in applied probability |
| title_sort | conditional independence in applied probability |
| topic | Indépendance (Mathématiques) Probabilités Probabilities Wahrscheinlichkeitsrechnung (DE-588)4064324-4 gnd |
| topic_facet | Indépendance (Mathématiques) Probabilités Probabilities Wahrscheinlichkeitsrechnung |
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