Partial identification of probability distributions:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
New York, NY
Springer
[2003]
|
| Schriftenreihe: | Springer series in statistics
|
| Schlagwörter: | |
| Links: | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010250168&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Beschreibung: | Literaturverz. S. 167 - 174 |
| Umfang: | XII, 178 Seiten |
| ISBN: | 0387004548 9781441918253 |
Internformat
MARC
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| 245 | 1 | 0 | |a Partial identification of probability distributions |c Charles F. Manski |
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| 650 | 7 | |a Estatística aplicada |2 larpcal | |
| 650 | 7 | |a Identificatie (algemeen) |2 gtt | |
| 650 | 7 | |a Regressieanalyse |2 gtt | |
| 650 | 7 | |a Waarschijnlijkheidsverdelingen |2 gtt | |
| 650 | 4 | |a Distribution (Probability theory) | |
| 650 | 4 | |a Regression analysis | |
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Datensatz im Suchindex
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|---|---|
| adam_text | IX CONTENTS PREFACE VII INTRODUCTION: PARTIAL IDENTIFICATION AND
CREDIBLE INFERENCE 1 1 MISSING OUTCOMES 6 1.1. ANATOMY OF THE PROBLEM 6
1.2. MEANS 8 1.3. PARAMETERS THAT RESPECT STOCHASTIC DOMINANCE 11 1.4.
COMBINING MULTIPLE SAMPLING PROCESSES 13 1.5. INTERVAL MEASUREMENT OF
OUTCOMES 17 COMPLEMENT 1A. EMPLOYMENT PROBABILITIES 18 COMPLEMENT 1B.
BLIND-MEN BOUNDS ON AN ELEPHANT 21 ENDNOTES 23 2 INSTRUMENTAL VARIABLES
26 2.1. DISTRIBUTIONAL ASSUMPTIONS AND CREDIBLE INFERENCE 26 2.2. SOME
ASSUMPTIONS USING INSTRUMENTAL VARIABLES 27 2.3. OUTCOMES
MISSING-AT-RANDOM 29 2.4. STATISTICAL INDEPENDENCE 30 2.5. MEAN
INDEPENDENCE AND MEAN MONOTONICITY 32 2.6. OTHER ASSUMPTIONS USING
INSTRUMENTAL VARIABLES 36 COMPLEMENT 2A. ESTIMATION WITH NONRESPONSE
WEIGHTS 37 ENDNOTES 38 CONTENTS X 3 CONDITIONAL PREDICTION WITH MISSING
DATA 40 3.1. PREDICTION OF OUTCOMES CONDITIONAL ON COVARIATES 40 3.2.
MISSING OUTCOMES 41 3.3. JOINTLY MISSING OUTCOMES AND COVARIATES 41 3.4.
MISSING COVARIATES 46 3.5. GENERAL MISSING-DATA PATTERNS 49 3.6. JOINT
INFERENCE ON CONDITIONAL DISTRIBUTIONS 53 COMPLEMENT 3A. UNEMPLOYMENT
RATES 55 COMPLEMENT 3B. PARAMETRIC PREDICTION WITH MISSING DATA 56
ENDNOTES 58 4 CONTAMINATED OUTCOMES 60 4.1. THE MIXTURE MODEL OF DATA
ERRORS 60 4.2. OUTCOME DISTRIBUTIONS 62 4.3. EVENT PROBABILITIES 63 4.4.
PARAMETERS THAT RESPECT STOCHASTIC DOMINANCE 65 COMPLEMENT 4A.
CONTAMINATION THROUGH IMPUTATION 68 COMPLEMENT 4B. IDENTIFICATION AND
ROBUST INFERENCE 70 ENDNOTES 72 5 REGRESSIONS, SHORT AND LONG 73 5.1.
ECOLOGICAL INFERENCE 73 5.2. ANATOMY OF THE PROBLEM 74 5.3. LONG MEAN
REGRESSIONS 76 5.4. INSTRUMENTAL VARIABLES 81 COMPLEMENT 5A. STRUCTURAL
PREDICTION 84 ENDNOTES 85 6 RESPONSE-BASED SAMPLING 87 6.1. REVERSE
REGRESSION 87 6.2. AUXILIARY DATA ON OUTCOMES OR COVARIATES 89 6.3. THE
RARE-DISEASE ASSUMPTION 89 6.4. BOUNDS ON RELATIVE AND ATTRIBUTABLE RISK
91 CONTENTS XI 6.5. SAMPLING FROM ONE RESPONSE STRATUM 94 COMPLEMENT 6A.
SMOKING AND HEART DISEASE 97 ENDNOTES 98 7 ANALYSIS OF TREATMENT
RESPONSE 99 7.1. ANATOMY OF THE PROBLEM 99 7.2. TREATMENT CHOICE IN
HETEROGENEOUS POPULATIONS 102 7.3. THE SELECTION PROBLEM AND TREATMENT
CHOICE 105 7.4. INSTRUMENTAL VARIABLES 108 COMPLEMENT 7A. IDENTIFICATION
AND AMBIGUITY 110 COMPLEMENT 7B. SENTENCING AND RECIDIVISM 112
COMPLEMENT 7C. MISSING OUTCOME AND COVARIATE DATA 114 COMPLEMENT 7D.
STUDY AND TREATMENT POPULATIONS 117 ENDNOTES 118 8 MONOTONE TREATMENT
RESPONSE 120 8.1. SHAPE RESTRICTIONS 120 8.2. MONOTONICITY 123 8.3.
SEMI-MONOTONICITY 127 8.4. CONCAVE MONOTONICITY 132 COMPLEMENT 8A.
DOWNWARD-SLOPING DEMAND 136 COMPLEMENT 8B. ECONOMETRIC RESPONSE MODELS
138 ENDNOTES 139 9 MONOTONE INSTRUMENTAL VARIABLES 141 9.1. EQUALITIES
AND INEQUALITIES 141 9.2. MEAN MONOTONICITY 143 9.3. MEAN MONOTONICITY
AND MEAN TREATMENT RESPONSE 145 9.4. VARIATIONS ON THE THEME 149
COMPLEMENT 9A. THE RETURNS TO SCHOOLING 149 ENDNOTES 153 CONTENTS XII 10
THE MIXING PROBLEM 154 10.1. WITHIN-GROUP TREATMENT VARIATION 154 10.2.
KNOWN TREATMENT SHARES 157 10.3. EXTRAPOLATION FROM THE EXPERIMENT ALONE
160 COMPLEMENT 10A. EXPERIMENTS WITHOUT COVARIATE DATA 161 ENDNOTES 165
REFERENCES 167 INDEX 175
|
| any_adam_object | 1 |
| author | Manski, Charles F. 1948- |
| author_GND | (DE-588)128388447 |
| author_facet | Manski, Charles F. 1948- |
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| building | Verbundindex |
| bvnumber | BV016972768 |
| callnumber-first | Q - Science |
| callnumber-label | QA273 |
| callnumber-raw | QA273.6.M294 2003 |
| callnumber-search | QA273.6.M294 2003 |
| callnumber-sort | QA 3273.6 M294 42003 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | QH 233 SK 660 SK 800 SK 835 |
| ctrlnum | (OCoLC)51566403 (DE-599)BVBBV016972768 |
| dewey-full | 519.2/4 519.2/421 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.2/4 519.2/4 21 |
| dewey-search | 519.2/4 519.2/4 21 |
| dewey-sort | 3519.2 14 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
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| illustrated | Not Illustrated |
| indexdate | 2024-12-20T11:13:25Z |
| institution | BVB |
| isbn | 0387004548 9781441918253 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-010250168 |
| oclc_num | 51566403 |
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| owner_facet | DE-20 DE-19 DE-BY-UBM DE-824 DE-521 DE-355 DE-BY-UBR DE-N2 DE-634 DE-83 DE-11 DE-473 DE-BY-UBG |
| physical | XII, 178 Seiten |
| publishDate | 2003 |
| publishDateSearch | 2003 |
| publishDateSort | 2003 |
| publisher | Springer |
| record_format | marc |
| series2 | Springer series in statistics |
| spellingShingle | Manski, Charles F. 1948- Partial identification of probability distributions Distribuições (probabilidade) larpcal Estatística aplicada larpcal Identificatie (algemeen) gtt Regressieanalyse gtt Waarschijnlijkheidsverdelingen gtt Distribution (Probability theory) Regression analysis Parameteridentifikation (DE-588)4210689-8 gnd Wahrscheinlichkeitsverteilung (DE-588)4121894-2 gnd |
| subject_GND | (DE-588)4210689-8 (DE-588)4121894-2 |
| title | Partial identification of probability distributions |
| title_auth | Partial identification of probability distributions |
| title_exact_search | Partial identification of probability distributions |
| title_full | Partial identification of probability distributions Charles F. Manski |
| title_fullStr | Partial identification of probability distributions Charles F. Manski |
| title_full_unstemmed | Partial identification of probability distributions Charles F. Manski |
| title_short | Partial identification of probability distributions |
| title_sort | partial identification of probability distributions |
| topic | Distribuições (probabilidade) larpcal Estatística aplicada larpcal Identificatie (algemeen) gtt Regressieanalyse gtt Waarschijnlijkheidsverdelingen gtt Distribution (Probability theory) Regression analysis Parameteridentifikation (DE-588)4210689-8 gnd Wahrscheinlichkeitsverteilung (DE-588)4121894-2 gnd |
| topic_facet | Distribuições (probabilidade) Estatística aplicada Identificatie (algemeen) Regressieanalyse Waarschijnlijkheidsverdelingen Distribution (Probability theory) Regression analysis Parameteridentifikation Wahrscheinlichkeitsverteilung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010250168&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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