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: | |
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Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Cambridge, Massachusetts ; London, England
The MIT Press
[2023]
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Schriftenreihe: | The MIT Press essential knowledge series
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Schlagworte: | |
Online-Zugang: | 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: | 203 Seiten Illustrationen |
ISBN: | 9780262545198 0262545195 |
Internformat
MARC
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020 | |a 0262545195 |c pbk |9 0-262-54519-5 | ||
035 | |a (OCoLC)1381865279 | ||
035 | |a (DE-599)BVBBV049362007 | ||
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100 | 1 | |a Rosenbaum, Paul R. |e Verfasser |0 (DE-588)113862539 |4 aut | |
245 | 1 | 0 | |a Causal inference |c Paul R. Rosenbaum |
264 | 1 | |a Cambridge, Massachusetts ; London, England |b The MIT Press |c [2023] | |
300 | |a 203 Seiten |b Illustrationen | ||
336 | |b txt |2 rdacontent | ||
337 | |b n |2 rdamedia | ||
338 | |b nc |2 rdacarrier | ||
490 | 0 | |a The MIT Press essential knowledge series | |
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 | |
776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, EPUB |z 978-0-262-37353-1 |
776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, PDF |z 978-0-262-37354-8 |
856 | 4 | 2 | |q PDF |u https://urn.ub.unibe.ch/urn:ch:slsp:9780262545198:ihv:pdf |3 Inhaltsverzeichnis |
943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-034622160 |
Datensatz im Suchindex
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adam_text | |
adam_txt | |
any_adam_object | |
any_adam_object_boolean | |
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 | BV049362007 |
classification_rvk | SK 840 SK 850 |
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)1381865279 (DE-599)BVBBV049362007 |
discipline | Mathematik |
discipline_str_mv | Mathematik |
format | Book |
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id | DE-604.BV049362007 |
illustrated | Illustrated |
index_date | 2024-07-03T22:52:11Z |
indexdate | 2024-10-17T08:00:47Z |
institution | BVB |
isbn | 9780262545198 0262545195 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034622160 |
oclc_num | 1381865279 |
open_access_boolean | |
owner | DE-521 DE-19 DE-BY-UBM DE-898 DE-BY-UBR DE-188 DE-20 |
owner_facet | DE-521 DE-19 DE-BY-UBM DE-898 DE-BY-UBR DE-188 DE-20 |
physical | 203 Seiten Illustrationen |
publishDate | 2023 |
publishDateSearch | 2023 |
publishDateSort | 2023 |
publisher | The MIT Press |
record_format | marc |
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] 203 Seiten Illustrationen txt rdacontent n rdamedia nc 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 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://urn.ub.unibe.ch/urn:ch:slsp:9780262545198:ihv:pdf |
work_keys_str_mv | AT rosenbaumpaulr causalinference |