Causal inference:
"Causality is central to the understanding and use of data; without an understanding of cause and effect relationships, we cannot use data to answer important questions in medicine and many other fields"--
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Massachusetts ; London, England
The MIT Press
[2023]
|
| Schriftenreihe: | The MIT Press essential knowledge series
|
| Schlagworte: | |
| Online-Zugang: | DE-573 Volltext Inhaltsverzeichnis |
| Zusammenfassung: | "Causality is central to the understanding and use of data; without an understanding of cause and effect relationships, we cannot use data to answer important questions in medicine and many other fields"-- |
| Beschreibung: | 1 Online-Ressource (199 Seiten) Illustrationen |
| ISBN: | 9780262373548 |
Internformat
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| 505 | 8 | |a The effects caused by treatments -- Randomized experiments -- Observational studies : the problem -- Adjustments for measured covariates -- Sensitivity to unmeasured covariates -- Quasi-experimental devices in the design of observational studies -- Natural experiments, discontinuities, and instruments -- Replication, resolution and evidence factors -- Uncertainty and complexity in causal inference -- Postscript: Key ideas, chapter by chapter | |
| 520 | 3 | |a "Causality is central to the understanding and use of data; without an understanding of cause and effect relationships, we cannot use data to answer important questions in medicine and many other fields"-- | |
| 653 | 0 | |a Causation | |
| 653 | 0 | |a Science / Experiments | |
| 653 | 0 | |a Observation (Scientific method) | |
| 653 | 0 | |a Inference | |
| 653 | 0 | |a Probabilities | |
| 653 | 0 | |a Mathematical statistics | |
| 653 | 0 | |a Sciences / Expériences | |
| 653 | 0 | |a Observation (Méthode scientifique) | |
| 653 | 0 | |a Inférence (Logique) | |
| 653 | 0 | |a Probabilités | |
| 653 | 0 | |a probability | |
| 653 | 0 | |a Causation | |
| 653 | 0 | |a Inference | |
| 653 | 0 | |a Mathematical statistics | |
| 653 | 0 | |a Observation (Scientific method) | |
| 653 | 0 | |a Probabilities | |
| 653 | 0 | |a Science / Experiments | |
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Datensatz im Suchindex
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| author | Rosenbaum, Paul R. |
| author_GND | (DE-588)113862539 |
| author_facet | Rosenbaum, Paul R. |
| author_role | aut |
| author_sort | Rosenbaum, Paul R. |
| author_variant | p r r pr prr |
| building | Verbundindex |
| bvnumber | BV049439106 |
| classification_rvk | SK 840 SK 850 |
| collection | ZDB-37-IEM |
| contents | The effects caused by treatments -- Randomized experiments -- Observational studies : the problem -- Adjustments for measured covariates -- Sensitivity to unmeasured covariates -- Quasi-experimental devices in the design of observational studies -- Natural experiments, discontinuities, and instruments -- Replication, resolution and evidence factors -- Uncertainty and complexity in causal inference -- Postscript: Key ideas, chapter by chapter |
| ctrlnum | (OCoLC)1414548590 (DE-599)BVBBV049439106 |
| discipline | Mathematik |
| discipline_str_mv | Mathematik |
| format | Electronic eBook |
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| id | DE-604.BV049439106 |
| illustrated | Illustrated |
| index_date | 2024-07-03T23:11:48Z |
| indexdate | 2025-01-10T17:13:57Z |
| institution | BVB |
| isbn | 9780262373548 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034785093 |
| oclc_num | 1414548590 |
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| owner | DE-573 |
| owner_facet | DE-573 |
| physical | 1 Online-Ressource (199 Seiten) Illustrationen |
| psigel | ZDB-37-IEM |
| publishDate | 2023 |
| publishDateSearch | 2023 |
| publishDateSort | 2023 |
| publisher | The MIT Press |
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| series2 | The MIT Press essential knowledge series |
| spelling | Rosenbaum, Paul R. Verfasser (DE-588)113862539 aut Causal inference Paul R. Rosenbaum Cambridge, Massachusetts ; London, England The MIT Press [2023] 1 Online-Ressource (199 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier The MIT Press essential knowledge series The effects caused by treatments -- Randomized experiments -- Observational studies : the problem -- Adjustments for measured covariates -- Sensitivity to unmeasured covariates -- Quasi-experimental devices in the design of observational studies -- Natural experiments, discontinuities, and instruments -- Replication, resolution and evidence factors -- Uncertainty and complexity in causal inference -- Postscript: Key ideas, chapter by chapter "Causality is central to the understanding and use of data; without an understanding of cause and effect relationships, we cannot use data to answer important questions in medicine and many other fields"-- Causation Science / Experiments Observation (Scientific method) Inference Probabilities Mathematical statistics Sciences / Expériences Observation (Méthode scientifique) Inférence (Logique) Probabilités probability Erscheint auch als Online-Ausgabe, EPUB 978-0-262-37353-1 Erscheint auch als Online-Ausgabe, PDF 978-0-262-37354-8 Erscheint auch als Druck-Ausgabe 0-262-54519-5 https://ieeexplore.ieee.org/servlet/opac?bknumber=10098974 Verlag URL des Erstveröffentlichers Volltext PDF https://urn.ub.unibe.ch/urn:ch:slsp:9780262545198:ihv:pdf Inhaltsverzeichnis |
| spellingShingle | Rosenbaum, Paul R. Causal inference The effects caused by treatments -- Randomized experiments -- Observational studies : the problem -- Adjustments for measured covariates -- Sensitivity to unmeasured covariates -- Quasi-experimental devices in the design of observational studies -- Natural experiments, discontinuities, and instruments -- Replication, resolution and evidence factors -- Uncertainty and complexity in causal inference -- Postscript: Key ideas, chapter by chapter |
| title | Causal inference |
| title_auth | Causal inference |
| title_exact_search | Causal inference |
| title_exact_search_txtP | Causal inference |
| title_full | Causal inference Paul R. Rosenbaum |
| title_fullStr | Causal inference Paul R. Rosenbaum |
| title_full_unstemmed | Causal inference Paul R. Rosenbaum |
| title_short | Causal inference |
| title_sort | causal inference |
| url | https://ieeexplore.ieee.org/servlet/opac?bknumber=10098974 https://urn.ub.unibe.ch/urn:ch:slsp:9780262545198:ihv:pdf |
| work_keys_str_mv | AT rosenbaumpaulr causalinference |