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searching for Causal inference 178 found (311 total)

alternate case: causal inference

Herman Wold (1,160 words) [view diff] exact match in snippet view article find links to article

of partial least squares (PLS) and graphical models. Wold's work on causal inference from observational studies was decades ahead of its time, according
Donald Rubin (389 words) [view diff] exact match in snippet view article find links to article
well known for the Rubin causal model, a set of methods designed for causal inference with observational data, and for his methods for dealing with missing
James Robins (942 words) [view diff] exact match in snippet view article find links to article
in causal inference and missing data problems. The theory for doubly robust estimators has been highly influential in the field of [causal inference] and
Case–control study (1,936 words) [view diff] exact match in snippet view article find links to article
similar. They require fewer resources but provide less evidence for causal inference than a randomized controlled trial. A case–control study is often used
Social epidemiology (932 words) [view diff] exact match in snippet view article find links to article
research challenges in social epidemiology include tools to strengthen causal inference, methods to test theoretical frameworks such as Fundamental Cause Theory
Miguel Hernán (438 words) [view diff] case mismatch in snippet view article find links to article
course Causal Diagrams has had over 80,000 registrations. His book Causal Inference: What If, co-authored with James Robins is also freely available online
Francesca Dominici (531 words) [view diff] exact match in snippet view article find links to article
Francesca Dominici is a Harvard Professor who develops methodology in causal inference and data science and leads research projects that combine big data
Caroline Uhler (475 words) [view diff] exact match in snippet view article find links to article
applications in genomics. Her research focuses on developing methods for causal inference to infer regulatory relationships from different data modalities (transcriptomic
Trygve Haavelmo (932 words) [view diff] exact match in snippet view article find links to article
formalisms of econometric causal inference.[citation needed] (The biostatistics and epidemiology literature on causal inference draws from different sources
Sherri Rose (1,084 words) [view diff] exact match in snippet view article find links to article
they co-authored a book on machine learning for causal inference titled Targeted Learning: Causal Inference for Observational and Experimental Data. Her
Kevin D. Hoover (850 words) [view diff] exact match in snippet view article find links to article
macroeconomics, the philosophy of causation and empirical methods of causal inference applicable to macroeconomics, as well as to search methods in econometrics
Mauricio Suarez (461 words) [view diff] exact match in snippet view article find links to article
president from 2009 to 2011. He has published on models, representation, causal inference, propensities, and the philosophies of quantum mechanics, evolutionary
Boris Sobolev (802 words) [view diff] case mismatch in snippet view article find links to article
Collaborative Study on Hip Fractures. In 2014, Sobolev introduced the course "Causal Inference in Public Health Sciences" to the graduate curriculum of the School
Electoral Integrity Project (670 words) [view diff] case mismatch in snippet view article find links to article
Pippa Norris - Statistical Modeling, Causal Inference, and Social Science". Statistical Modeling, Causal Inference, and Social Science. Official website
Multisensory integration (10,957 words) [view diff] exact match in snippet view article find links to article
to make causal inference of sensory signals. The difference between two models is that hierarchical model can explicitly make causal inference to predict
Epidemiological method (1,096 words) [view diff] exact match in snippet view article find links to article
Hill criteria in the 21st century: how data integration has changed causal inference in molecular epidemiology". Emerging Themes in Epidemiology. 12: 14
Sander Greenland (736 words) [view diff] exact match in snippet view article find links to article
contributions to statistical and epidemiologic methods including Bayesian and causal inference, bias analysis, and meta-analysis. His focus has been the extensions
Heidi Williams (709 words) [view diff] exact match in snippet view article find links to article
in health care. In addition, her creative methods for determining causal inference, and keen understanding of regulatory law, biological science, and
List of women in statistics (8,616 words) [view diff] exact match in snippet view article find links to article
modification trials Emma Benn, American biostatistician, performs causal inference on health disparities Helen Berg (1932–2010), American feminist economic
Jessica Hullman (393 words) [view diff] case mismatch in snippet view article find links to article
She is a contributor to Andrew Gelman's blog, Statistical Modeling, Causal Inference, and Social Science. Hullman was selected as a Microsoft Research Faculty
Regression discontinuity design (2,962 words) [view diff] exact match in snippet view article find links to article
randomisation is unfeasible. However, it remains impossible to make true causal inference with this method alone, as it does not automatically reject causal
Average treatment effect (1,890 words) [view diff] case mismatch in snippet view article find links to article
2019.1624293 online ncbi/ Holland, Paul W. (1986). "Statistics and Causal Inference". J. Amer. Statist. Assoc. 81 (396): 945–960. doi:10.1080/01621459
Robert Spekkens (752 words) [view diff] exact match in snippet view article find links to article
Foils. Spekkens is a faculty member and the leader of the quantum causal inference initiative at Perimeter Institute for Theoretical Physics. He regularly
Case study (4,767 words) [view diff] exact match in snippet view article find links to article
analysis to qualitative research, arguing that the same logics of causal inference can be used in both types of research. The authors' recommendation
Andrew Gelman (1,345 words) [view diff] case mismatch in snippet view article find links to article
2015-03-15 at the Wayback Machine The Monkey Cage Statistical Modeling, Causal Inference, and Social Science: https://statmodeling.stat.columbia.edu/ Archived
Judea Pearl (2,238 words) [view diff] exact match in snippet view article find links to article
Award) Causal Inference in Statistics: A Primer, (with Madelyn Glymour and Nicholas Jewell), Wiley, 2016. ISBN 978-1119186847 A previous survey: Causal inference
John B. Willett (1,524 words) [view diff] exact match in snippet view article find links to article
analysis, applied longitudinal data analysis, research design and causal inference. In 1990, under the auspices of the Harvard Seminar on Assessment—along
Lord's paradox (2,334 words) [view diff] exact match in snippet view article find links to article
the example to clarify the importance of untestable assumptions in causal inference. Bock responded to the paradox by positing that both statisticians
Clark Glymour (1,242 words) [view diff] exact match in snippet view article find links to article
with Peter Spirtes and Richard Scheines, also developed an automated causal inference algorithm implemented as software named TETRAD. Using multivariate
Robert Strawderman (491 words) [view diff] exact match in snippet view article find links to article
and variable selection in the areas of dynamic treatment regimes and causal inference in mediation analysis and for recurrent events. Strawderman graduated
Granger causality (3,365 words) [view diff] case mismatch in snippet view article find links to article
ISBN 978-0324359046. Leamer, Edward E. (1985). "Vector Autoregressions for Causal Inference?". Carnegie-Rochester Conference Series on Public Policy. 22: 283.
Peter Richard Killeen (472 words) [view diff] exact match in snippet view article find links to article
theory of timing. Killeen has also developed a theory of learning as causal inference (1981) bringing these together in his paper on the perception of contingency
David Premack (1,485 words) [view diff] exact match in snippet view article find links to article
testing causal inference designed by Premack made it possible to show that both young children and chimpanzees are capable of causal inference. Premack
Outline of regression analysis (327 words) [view diff] exact match in snippet view article find links to article
Resources from Wikiversity Prediction Design of experiments Data transformation Box–Cox transformation Machine learning Analysis of variance Causal inference
Erica Moodie (429 words) [view diff] case mismatch in snippet view article find links to article
Statistical Methods for Dynamic Treatment Regimes: Reinforcement Learning, Causal Inference, and Personalized Medicine (Springer, 2013). She is the co-editor,
Path coefficient (160 words) [view diff] case mismatch in snippet view article find links to article
Biology: A User's Guide to Path Analysis, Structural Equations and Causal Inference Cambridge University Press. ISBN 0-521-52921-2 Wright, S. (1921) "Correlation
Control variable (759 words) [view diff] exact match in snippet view article find links to article
(2002). Experimental and quasi-experimental designs for generalized causal inference. Boston, MA: Houghton Mifflin. Definitions; Science Buddies – Science
Dynamic treatment regime (1,405 words) [view diff] exact match in snippet view article find links to article
New York, pp. 189–326 Robins, James M. (1986), "A new approach to causal inference in mortality studies with sustained exposure periods-application to
Causal graph (1,621 words) [view diff] case mismatch in snippet view article find links to article
Complete Algorithm (PDF). Bareinboim, Elias; Pearl, Judea (2012). "Causal Inference by Surrogate Experiments: z-Identifiability". Proceedings of the Twenty-Eighth
Power posing (2,906 words) [view diff] exact match in snippet view article find links to article
creates an asymmetric demand effect, which precludes making correct causal inference). Since its promotion in a 2010 Harvard Business School Working Knowledge
Quasi-experiment (2,880 words) [view diff] exact match in snippet view article find links to article
validity (i.e., can the results of the experiment be used to make a causal inference?). Quasi-experiments are also effective because they use the "pre-post
Kate Tilling (620 words) [view diff] exact match in snippet view article find links to article
Statistical Methods for Improving Causal Inference. The aim of the programme is to develop methods for causal inference that are robust to missing data
Quantum nonlocality (9,394 words) [view diff] case mismatch in snippet view article find links to article
Fritz, T (2019). "The Inflation Technique for Causal Inference with Latent Variables". Causal Inference. 7 (2). arXiv:1609.00672. doi:10.1515/jci-2017-0020
Cosma Shalizi (453 words) [view diff] case mismatch in snippet view article find links to article
New Economic Thinking. Retrieved 30 June 2023. "Just How Doomed Is Causal Inference For Social Networks, Exactly?". UC Santa Barbara Data Science Initiative
Stan (software) (901 words) [view diff] case mismatch in snippet view article
"The current state of the Stan ecosystem in R". Statistical Modeling, Causal Inference, and Social Science. Retrieved 25 August 2020. "BRMS: Bayesian Regression
Electoral integrity (1,503 words) [view diff] case mismatch in snippet view article find links to article
North Carolina is no longer a democracy ..." Statistical Modeling, Causal Inference, and Social Science. Andrew Gelman. Retrieved 11 June 2022. Gelman
Emerging Themes in Epidemiology (270 words) [view diff] exact match in snippet view article find links to article
focusing on novel theoretical frameworks, methodological developments, causal inference, and epistemology. It does not generally consider reports of primary
Centre for Research in the Arts, Social Sciences and Humanities (667 words) [view diff] case mismatch in snippet view article find links to article
Qualitative and Quantitative Social Science: Unifying the Logic of Causal Inference? Bible and Antiquity in 19th Century Culture China in a Global World
Genetic correlation (5,728 words) [view diff] exact match in snippet view article find links to article
correlations, social inequality, attempts to use Mendelian randomization in causal inference, the understanding of the biological origins of complex traits, and
Quantile regression (4,109 words) [view diff] exact match in snippet view article find links to article
\tau )} so that β τ {\displaystyle \beta _{\tau }} can be used for causal inference. Specifically, the hypothesis H 0 : ∇ f ( x , τ ) = 0 {\displaystyle
Root cause analysis (3,904 words) [view diff] exact match in snippet view article find links to article
epidemiology (e.g., to identify the source of an infectious disease), where causal inference methods often require both clinical and statistical expertise to make
Behavioural genetics (8,028 words) [view diff] exact match in snippet view article find links to article
experimentally manipulate genetic variants, allowing for a degree of causal inference that is not available in studies on human behavioural genetics. In
Susan Fiske (3,870 words) [view diff] case mismatch in snippet view article find links to article
its slogan! - Statistical Modeling, Causal Inference, and Social Science". Statistical Modeling, Causal Inference, and Social Science. 2017-10-04. Retrieved
Data science (2,050 words) [view diff] case mismatch in snippet view article find links to article
is the least important part of data science « Statistical Modeling, Causal Inference, and Social Science". statmodeling.stat.columbia.edu. Retrieved 3 April
Mathematical statistics (1,935 words) [view diff] case mismatch in snippet view article find links to article
Sekhon, Jasjeet S.; Stark, Philp B. (eds.). Statistical Models and Causal Inference: A Dialogue with the Social Sciences. Cambridge University Press.
Integrative neuroscience (1,949 words) [view diff] case mismatch in snippet view article find links to article
Nadine; de Bruin, Leon (2016-07-19). "Cognitive Neuroscience and Causal Inference: Implications for Psychiatry". Frontiers in Psychiatry. 7: 129. doi:10
Econometrics (2,282 words) [view diff] exact match in snippet view article find links to article
natural experiments or apply quasi-experimental methods to draw credible causal inference. The methods include regression discontinuity design, instrumental
Statistical conclusion validity (647 words) [view diff] exact match in snippet view article find links to article
(2006). Experimental and quasi-experimental designs for generalized causal inference. Houghton Mifflin. Sackett, P.R.; Lievens, F.; Berry, C.M.; Landers
Surgisphere (2,700 words) [view diff] case mismatch in snippet view article find links to article
hydroxychloroquine/chloroquine is killing people « Statistical Modeling, Causal Inference, and Social Science". statmodeling.stat.columbia.edu. Retrieved 3 June
Counterfactual conditional (5,764 words) [view diff] exact match in snippet view article find links to article
with the axioms of possible world semantics and forms the basis for causal inference in the natural and social sciences, since each structural equation
Causal pie model (301 words) [view diff] case mismatch in snippet view article find links to article
OCLC 750986180. Rothman, Kenneth J.; Greenland, Sander (2005). "Causation and Causal Inference in Epidemiology". American Journal of Public Health. 95 (S1): S144
Woody Gelman (1,557 words) [view diff] case mismatch in snippet view article find links to article
Gelman, Andrew (July 14, 2006). "Uncle Woody". Statistical Modeling, Causal Inference, and Social Science. Retrieved July 5, 2018. "The Dodo and the Frog"
Joshua Tenenbaum (744 words) [view diff] exact match in snippet view article find links to article
is important, says Kun Zhang, an assistant professor who works on causal inference and machine learning at Carnegie Mellon University, because it provides
Data fusion (1,839 words) [view diff] exact match in snippet view article find links to article
PMC 7516489. PMID 33285833. Bareinboim, Elias; Pearl, Judea (2016-07-05). "Causal inference and the data-fusion problem". Proceedings of the National Academy of
Takens's theorem (1,298 words) [view diff] exact match in snippet view article find links to article
web service and graphic interface. [2] Empirical Dynamic Modelling tools pyEDM and rEDM use embedding for analyses, prediction, and causal inference.
Michael Witbrock (716 words) [view diff] exact match in snippet view article find links to article
Witbrock's research spans natural language processing, multi-hop reasoning, causal inference, graph neural networks, focusing on advancing AI's interpretability
Multilinear subspace learning (1,550 words) [view diff] exact match in snippet view article find links to article
analysis (CCA). Multilinear methods may be causal in nature and perform causal inference, or they may be simple regression methods from which no causal conclusion
Occupational epidemiology (2,167 words) [view diff] exact match in snippet view article find links to article
using prevalence rather than incidence it cannot be used to make a causal inference. By contributing to reduction in exposure, occupational epidemiology
Text inferencing (558 words) [view diff] exact match in snippet view article find links to article
fire went out." The type of inference drawn here is also called a "causal inference" because the inference made suggests that events in one sentence cause
Ben Goertzel (1,217 words) [view diff] case mismatch in snippet view article find links to article
Goertzel (2011). Real-World Reasoning: Scalable Spatial Temporal and Causal Inference. Atlantis Press. Ben Goertzel (2012). Theoretical Foundations of Artificial
Cureus (914 words) [view diff] case mismatch in snippet view article find links to article
reviewing, and its "Scholarly Impact Quotient" | Statistical Modeling, Causal Inference, and Social Science". statmodeling.stat.columbia.edu. Retrieved 2023-08-25
Causation (sociology) (1,267 words) [view diff] exact match in snippet view article
and further replications of studies can also strengthen claims of causal inference. Different methodological approaches make tradeoffs between statistical
Imputation and Variance Estimation Software (469 words) [view diff] exact match in snippet view article find links to article
Bondarenko, I. & Raghunathan, T. E. (2010). Multiple imputation for causal inference. Section on Survey Research Methods-JSM. Raghunathan, T. E., Solenberger
Causation in economics (435 words) [view diff] case mismatch in snippet view article find links to article
Haven: Yale University Press. Hoover, Kevin D. (1990) “The Logic of Causal Inference: Econometrics and the Conditional Analysis of Causality,” Economics
Abraham Lilienfeld (1,032 words) [view diff] exact match in snippet view article find links to article
smoking and cancer: a historical investigation of the practice of causal inference". Emerging Themes in Epidemiology. 3 (1): 1. doi:10.1186/1742-7622-3-1
E. J. Lowe (philosopher) (1,582 words) [view diff] case mismatch in snippet view article
Theses Induction and Non-Demonstrative Inference (1974) Induction and Causal Inference (1975) Doctoral advisor Simon Blackburn Other advisors Rom Harré (BPhil
Inverse probability weighting (2,955 words) [view diff] case mismatch in snippet view article find links to article
Hernán, Miguel; Robins, James. "Chapter 2: Randomized Experiments". Causal Inference: What If (1st ed.). Boca Raton: Chapman & Hall/CRC. p. 25. Liao, JG;
Geoffrey D. Borman (731 words) [view diff] exact match in snippet view article find links to article
funded Institute of Education Sciences (IES) Ph.D. training programs in causal inference and interdisciplinary research and has led or co-directed over 25 major
Rao–Blackwell theorem (2,174 words) [view diff] case mismatch in snippet view article find links to article
"Rao-Blackwellization and discrete parameters in Stan". Statistical Modeling, Causal Inference, and Social Science. Retrieved September 13, 2021. The Rao-Blackwell
Black swan theory (2,649 words) [view diff] case mismatch in snippet view article find links to article
(April 2007). "Nassim Taleb's "The Black Swan"". Statistical Modeling, Causal Inference, and Social Science. Columbia University. Retrieved 23 May 2012. Gangahar
Expression quantitative trait loci (1,533 words) [view diff] exact match in snippet view article find links to article
1038/ng.3506. PMC 4767558. PMID 26854917. Kulp DC, Jagalur M (2006). "Causal inference of regulator-target pairs by gene mapping of expression phenotypes"
Allison Koenecke (795 words) [view diff] exact match in snippet view article find links to article
learning and statistics. Her current research interest also includes causal inference in public health. Koenecke moved to Cornell University as an assistant
Toxicology (4,163 words) [view diff] exact match in snippet view article find links to article
combining toxicological and epidemiological evidence to establish causal inference". Toxicological Sciences. 122 (2): 223–234. doi:10.1093/toxsci/kfr113
Matching (statistics) (969 words) [view diff] case mismatch in snippet view article
Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference". Political Analysis. 15 (3): 199–236. doi:10.1093/pan/mpl013. King
Rocío Titiunik (262 words) [view diff] exact match in snippet view article find links to article
political institutions. She specializes in quasi-experimental methods for causal inference and political methodology. Gosnell Prize for Excellence in Political
Creontiades dilutus (1,060 words) [view diff] no match in snippet view article find links to article
"Quantifying secondary pest outbreaks in cotton and their monetary cost with causal-inference statistics". Ecological Applications. 21 (7): 2770–2780. doi:10.1890/11-0118
George Seage (463 words) [view diff] case mismatch in snippet view article find links to article
Comparison of Agent-Based Models and the Parametric G-Formula for Causal Inference". American Journal of Epidemiology. 186 (2): 131–142. doi:10.1093/aje/kwx091
Uplift modelling (2,172 words) [view diff] exact match in snippet view article find links to article
can be found here. CausalML, implementation of algorithms related to causal inference and machine learning and aims to bridge the gap between theoretical
Susan Gelman (1,292 words) [view diff] case mismatch in snippet view article find links to article
Gelman, Andrew (14 July 2006). "Uncle Woody". Statistical Modeling, Causal Inference, and Social Science. Archived from the original on 25 December 2018
Wesley C. Salmon (1,940 words) [view diff] exact match in snippet view article find links to article
transmission theory". Kenneth J Rothman & Sander Greenland, "Causation and causal inference in epidemiology", American Journal of Public Health, 2005;95(Suppl
Vaccine efficacy (2,569 words) [view diff] exact match in snippet view article find links to article
Barnighausen, Till (2014). "Regression discontinuity designs in epidemiology: causal inference without randomized trials". Epidemiology. 25 (5): 729–737. doi:10.1097/EDE
Heather Royer (688 words) [view diff] exact match in snippet view article find links to article
member of the Alaska Swimming Hall of Fame. Royer's research focuses on causal inference in health economics. She has studied how education affects health using
Emma McCoy (800 words) [view diff] exact match in snippet view article find links to article
of Andrew Walden. McCoy is interested in time series analysis and causal inference, with a particular focus on transport. Prior to joining LSE in October
Eric Winsberg (742 words) [view diff] case mismatch in snippet view article find links to article
6, 2022. Harvard, Stephanie; Winsberg, Eric (September 17, 2021). "Causal Inference, Moral Intuition, and Modeling in a Pandemic". Philosophy of Medicine
Longitudinal study (1,574 words) [view diff] case mismatch in snippet view article find links to article
(2002). Experimental and Quasi-Experimental Designs for Generalized Causal Inference (2nd ed.). Boston, Massachusetts: Houghton Mifflin. p. 267. ISBN 0-395-61556-9
Dustin Tingley (356 words) [view diff] exact match in snippet view article find links to article
Tingley specializes in international political economy, climate change, causal inference, data science, machine learning, and digital education. His first book
Educational Testing Service (3,582 words) [view diff] case mismatch in snippet view article find links to article
Vol. 66, No.5, (1974), pp. 689. Holland, P. (1986). "Statistics and Causal Inference". Journal of the American Statistical Association, 81(396). pp. 945–960–103
Lyn Yvonne Abramson (1,623 words) [view diff] exact match in snippet view article find links to article
Wiley Abramson, L. Y., & Martin, D. J. (1981). Depression and the causal inference process. In J. Harvey, W. Ickes, and R. Kidd (Eds.), New directions
Hal Pashler (2,004 words) [view diff] case mismatch in snippet view article find links to article
happened down here is the winds have changed". Statistical Modeling, Causal Inference, and Social Science. "Voodoo Correlations: Two Years Later". The Neurocritic
Statistics Without Borders (310 words) [view diff] exact match in snippet view article find links to article
random effects and correlation structure, use of propensity scores, and causal inference. SWB's team includes a graduate student and a medical school professor
Steven N. Goodman (1,279 words) [view diff] exact match in snippet view article find links to article
Glass, T. A., Goodman, S. N., Hernán, M. A., Samet, J. M. (2013). "Causal inference in public health". Annual Review of Public Health. 34: 61–75. doi:10
James B. Grace (1,022 words) [view diff] case mismatch in snippet view article find links to article
causal methods (Grace 2024). This new paradigm replaces the popular “Causal Inference Paradigm” from statistics with an “Integrative Causal Investigation
David B. Allison (1,800 words) [view diff] case mismatch in snippet view article find links to article
27A. doi:10.1038/530027a. PMC 4831566. PMID 26842041. "Strengthening Causal Inference in Behavioral Obesity Research". "Beyond textbook, yet simple, statistical
Caroline Relton (589 words) [view diff] exact match in snippet view article find links to article
Elsworth; et al. (30 May 2018). "The MR-Base platform supports systematic causal inference across the human phenome". eLife. 7. doi:10.7554/ELIFE.34408. ISSN 2050-084X
Donna Spiegelman (1,816 words) [view diff] case mismatch in snippet view article find links to article
Spiegelman D, Zhou X. Evaluating Public Health Interventions: 8. Causal Inference for Time-Invariant Interventions. American Journal of Public Health
Disease ecology (4,140 words) [view diff] exact match in snippet view article find links to article
Susanne H.; Gorman, Michael E.; Daszak, Peter; Foley, Janet E. (2008). "Causal inference in disease ecology: investigating ecological drivers of disease emergence"
ManKind Project (2,565 words) [view diff] exact match in snippet view article find links to article
(2002). Experimental and quasi-experimental designs for generalized causal inference. Boston: Houghton Mifflin. pp. 108, 139. ISBN 9780395615560. OCLC 804092255
Evidence-based Toxicology Collaboration (1,382 words) [view diff] exact match in snippet view article find links to article
combining toxicological and epidemiological evidence to establish causal inference". Toxicol Sci. 122 (2): 223–234. doi:10.1093/toxsci/kfr113. PMC 3155086
Proportionality bias (1,613 words) [view diff] case mismatch in snippet view article find links to article
Ravinsky, Frances B. (December 1977). "Similarity as a Principle of Causal Inference". Child Development. 48 (4): 1552. doi:10.2307/1128518. ISSN 0009-3920
David Hume (21,891 words) [view diff] exact match in snippet view article find links to article
referred to as "Hume's fork." Hume explains his theory of causation and causal inference by division into three different parts. In these three branches he
Bad control (544 words) [view diff] exact match in snippet view article find links to article
wages (see causal diagram) and thus, controlling for it precludes causal inference from the regression coefficients. Another example of bad control is
Experimental benchmarking (965 words) [view diff] exact match in snippet view article find links to article
studies. Biometrics, 159–183. Stuart E. A. (2010). Matching methods for causal inference: A review and a look forward. Statistical science : a review journal
Allregulin (552 words) [view diff] case mismatch in snippet view article find links to article
Argaud D, Arsenault BJ, et al. (April 2021). "System Genetics Including Causal Inference Identify Immune Targets for Coronary Artery Disease and the Lifespan"
Xkcd (5,832 words) [view diff] case mismatch in snippet view article find links to article
"Kamala Harris gets coveted xkcd endorsement. | Statistical Modeling, Causal Inference, and Social Science". "2008 List of Winners and Finalists". Web Cartoonists'
Observational interpretation fallacy (2,266 words) [view diff] case mismatch in snippet view article find links to article
Retrieved 2025-01-08. Byrnes, Jarrett; Dee, Laura (21 January 2025). "Causal Inference With Observational Data and Unobserved Confounding Variables". Ecology
Daubert standard (3,735 words) [view diff] case mismatch in snippet view article find links to article
S2CID 30746470. Rothman, K. J.; Greenland, S. (2005). "Causation and Causal Inference in Epidemiology". American Journal of Public Health. 95 (S1): S144
Why Most Published Research Findings Are False (1,976 words) [view diff] case mismatch in snippet view article find links to article
we learned since 2004 (or 1984, or 1964)? « Statistical Modeling, Causal Inference, and Social Science". statmodeling.stat.columbia.edu. Retrieved 2020-03-28
Deductive-nomological model (12,181 words) [view diff] case mismatch in snippet view article find links to article
explanation", pp. 38–39. Rothman, K. J.; Greenland, S. (2005). "Causation and Causal Inference in Epidemiology". American Journal of Public Health. 95: S144 – S150
Sadek Wahba (1,468 words) [view diff] exact match in snippet view article find links to article
Prize in Economic Sciences. His research at Harvard was on measuring causal inference in social studies. He also holds a M.Sc. in economics from the London
Multilevel regression with poststratification (1,643 words) [view diff] case mismatch in snippet view article find links to article
2018). "MRP (or RPP) with non-census variables". Statistical Modeling, Causal Inference, and Social Science. Archived from the original on 22 June 2019. Retrieved
Gilbert's syndrome (4,215 words) [view diff] exact match in snippet view article find links to article
the cross-sectional and observational design that does not allow for causal inference. Ongoing studies suggest that mild hyperbilirubinemia in GS may have
Mathematics education (6,335 words) [view diff] exact match in snippet view article find links to article
(2002). Experimental and quasi-experimental designs for generalized causal inference (2nd ed.). Boston: Houghton Mifflin. ISBN 978-0-395-61556-0. See articles
Experimental psychology (6,571 words) [view diff] exact match in snippet view article find links to article
G.; Thoemmes, F. (2010). "Campbell's and Rubin's perspectives on causal inference". Psychological Methods. 15 (1): 18–37. doi:10.1037/a0015917. PMID 20230100
Wei Ji Ma (1,167 words) [view diff] case mismatch in snippet view article find links to article
Quartz, Steven; Tenenbaum, Joshua B.; Shams, Ladan (2007-09-26). "Causal Inference in Multisensory Perception". PLOS ONE. 2 (9): e943. Bibcode:2007PLoSO
Radio Télévision Libre des Mille Collines (2,691 words) [view diff] case mismatch in snippet view article find links to article
to the Rwandan Genocide?: Using Qualitative Information to Improve Causal Inference from Measures of Media Availability". Civil Wars. 20 (4): 529–554.
Forensic epidemiology (3,645 words) [view diff] exact match in snippet view article find links to article
different circumstances or across a number of studies lends strength to a causal inference Specificity: The degree to which the exposure is associated with a
Harold Kelley (3,222 words) [view diff] exact match in snippet view article find links to article
Cunningham, J.D., & Kelley, H.H. (1975). A closer examination of causal inference: The roles of consensus, distinctiveness, and consistency information
The Lancet (4,985 words) [view diff] case mismatch in snippet view article find links to article
|journal= (help) "Hydroxychloroquine update | Statistical Modeling, Causal Inference, and Social Science". statmodeling.stat.columbia.edu. Archived from
Persuasive technology (4,408 words) [view diff] exact match in snippet view article find links to article
obtained by Randomized Controlled Trials (RCTs), the “gold standard” in causal inference analysis. In particular, due to relevant practical challenges to perform
A Treatise of Human Nature (17,459 words) [view diff] exact match in snippet view article find links to article
experience when the mind (conditioned by repeated observation) makes a causal inference. And though his conclusion is shocking to common sense, Hume explains
Process tracing (2,357 words) [view diff] case mismatch in snippet view article find links to article
ISBN 0-262-57222-2. Bennett, Andrew (2010). "Process Tracing and Causal Inference" in Rethinking social inquiry diverse tools, shared standards. Rowman
Christopher Walters (937 words) [view diff] exact match in snippet view article find links to article
economics and econometrics, with a focus on experimental methods, causal inference, and policy evaluation. In econometrics, he explored the use of instrumental
Social data science (3,042 words) [view diff] case mismatch in snippet view article find links to article
such as parliamentary speeches or Twitter data. Machine Learning for Causal Inference: The social sciences are often interested in finding causal relationships
Local average treatment effect (5,831 words) [view diff] exact match in snippet view article find links to article
compliers. The LATE is defined within the potential outcomes framework of causal inference. The treatment effect for subject i {\displaystyle i} is Y i ( 1 )
Nicotine marketing (8,204 words) [view diff] exact match in snippet view article find links to article
(2000). "Tobacco marketing and adolescent smoking: More support for a causal inference". American Journal of Public Health. 90 (3): 407–411. doi:10.2105/AJPH
Siddhartha Chib (2,033 words) [view diff] exact match in snippet view article find links to article
univariate and multivariate ARMA processes, multivariate count responses, causal inference, hierarchical models of longitudinal data, nonparametric regression
Narrative (10,001 words) [view diff] case mismatch in snippet view article find links to article
Cambridge. Abell, P. (2009) History, Case Studies, Statistics, and Causal Inference, European Sociological review, 25, 561–569 Kenneth Gloag and David
Confirmation bias (13,666 words) [view diff] exact match in snippet view article find links to article
pp. 117–18 Goedert, K. M., Ellefson, M. R., & Rehder, B. (2014). "Causal inference and evidence gathering: The influence of prior beliefs on causal reasoning
Roderick J. A. Little (2,914 words) [view diff] exact match in snippet view article find links to article
random, penalized spline of propensity models for missing data and causal inference, subsample ignorable likelihood methods in regression, proxy pattern-mixture
Inflammatory bowel disease (11,368 words) [view diff] exact match in snippet view article find links to article
Li Y, Bernstein CN, Xu W, Hu P (2022-01-27). "Polygenic risk and causal inference of psychiatric comorbidity in inflammatory bowel disease among patients
Penrose method (1,097 words) [view diff] case mismatch in snippet view article find links to article
square-root rule for vote allocation is a bad idea". Statistical Modeling, Causal Inference, and Social Science. Columbia University website. Retrieved 30 April
Deprivation index (4,708 words) [view diff] case mismatch in snippet view article find links to article
all possible arguments." by Andrew Gelman". Statistical Modeling, Causal Inference, and Social Science. Retrieved 2024-06-06. "Social Deprivation Index(SDI)"
Attributions for poverty (2,286 words) [view diff] exact match in snippet view article find links to article
phenomenon, where an observer uses a single observation to depict a causal inference between two factors, if there are no other plausible causes for the
Rwandan genocide (19,909 words) [view diff] case mismatch in snippet view article find links to article
to the Rwandan Genocide?: Using Qualitative Information to Improve Causal Inference from Measures of Media Availability". Civil Wars. 20 (4): 529–554.
Jason Chaffetz (8,382 words) [view diff] case mismatch in snippet view article find links to article
Representatives, and I don't mean that in a good way". Statistical Modeling, Causal Inference, and Social Science. October 1, 2015. Presidential Remarks at House
Effects of pornography (9,471 words) [view diff] case mismatch in snippet view article find links to article
(2002). Experimental and Quasi-Experimental Designs for Generilized Causal Inference Boston:Houghton Mifflin. Levine, G. and Parkinson, S. (1994). Experimental
E. Fuller Torrey (4,719 words) [view diff] exact match in snippet view article find links to article
use of other popular psychiatric drugs may increase risk (based on causal inference after controlling for confounding factors related to taking medication)
Situated cognition (6,730 words) [view diff] exact match in snippet view article find links to article
(2002). Experimental and quasi-experimental designs for generalized causal inference. Boston: Houghton Mifflin Company. ISBN 978-0-395-61556-0.{{cite book}}:
Evidence-based toxicology (3,379 words) [view diff] exact match in snippet view article find links to article
combining toxicological and epidemiological evidence to establish causal inference". Toxicol Sci. 122 (2): 223–234. doi:10.1093/toxsci/kfr113. PMC 3155086
Scuba diving fatalities (7,758 words) [view diff] exact match in snippet view article find links to article
This may not be possible when there is insufficient data. Confident causal inference requires consistent associations that do not conflict with logical
Ludwig von Mises (9,702 words) [view diff] case mismatch in snippet view article find links to article
Contemporary. Addison-Wesley, 1991. Imbens, Guido W., and Donald B. Rubin. Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction. Cambridge
First-order logic (12,937 words) [view diff] case mismatch in snippet view article find links to article
Reasoning: Toward Scalable, Uncertain Spatiotemporal, Contextual and Causal Inference (Amsterdam & Paris: Atlantis Press, 2011), pp. 29–30. W. V. O. Quine
Confidence distribution (4,054 words) [view diff] case mismatch in snippet view article find links to article
p-value functions, and S-value functions « Statistical Modeling, Causal Inference, and Social Science". statmodeling.stat.columbia.edu. Retrieved 2020-04-15
Empirical dynamic modeling (2,589 words) [view diff] case mismatch in snippet view article find links to article
1371/journal.pcbi.1004537 [11]W. Watanakeesuntorn et al., "Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution," 2020 IEEE 26th
Scenario planning (8,619 words) [view diff] exact match in snippet view article find links to article
(in the context, see also Matchit and Zelig) has been developed for causal inference, and to evaluate counterfactuals. These programs have fairly sophisticated
Martin D. Smith (environmental economist) (1,084 words) [view diff] exact match in snippet view article
Ferraro, Paul J.; Sanchirico, James N.; Smith, Martin D. (2019-03-19). "Causal inference in coupled human and natural systems". Proceedings of the National
Koch–Pasteur rivalry (3,482 words) [view diff] exact match in snippet view article find links to article
PMID 12748632. Rothman, Kenneth J.; Greenland, Sander (2005). "Causation and causal inference in epidemiology". American Journal of Public Health. 95: S144–50. doi:10
Free will (25,512 words) [view diff] exact match in snippet view article find links to article
behaviors so as to conform to or violate the two requirements for causal inference. Through such work, Wegner has been able to show that people often
Gender pay gap (14,625 words) [view diff] case mismatch in snippet view article find links to article
S2CID 156010832. Retrieved 2021-06-27. Cunningham, Scott (2021). Causal Inference: The Mixtape. Yale University Press. ISBN 978-0-300-25588-1. Bütikofer
Quebec – New England Transmission (1,983 words) [view diff] exact match in snippet view article find links to article
2021. Gazar, Amir M.; Borsuk, Mark E.; Calder, Ryan S. D. (2024). "Causal inference to scope environmental impact assessment of renewable energy projects
Hydro-Québec's electricity transmission system (6,845 words) [view diff] exact match in snippet view article find links to article
1998. Gazar, Amir M.; Borsuk, Mark E.; Calder, Ryan S. D. (2024). "Causal inference to scope environmental impact assessment of renewable energy projects
Hydro-Québec (11,882 words) [view diff] exact match in snippet view article find links to article
2025. Gazar, Amir M.; Borsuk, Mark E.; Calder, Ryan S. D. (2024). "Causal inference to scope environmental impact assessment of renewable energy projects
List of awards considered the highest in a field (11,069 words) [view diff] case mismatch in snippet view article find links to article
News. 9 February 2010. "First Rousseeuw Prize Awarded for Work on Causal Inference (AMSTAT News)". August 2022. Retrieved 2 November 2022. "2018 International
American Jews (23,611 words) [view diff] case mismatch in snippet view article find links to article
patterns of Jews and other religious groups". Statistical Modeling, Causal Inference, and Social Science. Archived from the original on February 15, 2015
Iain Buchan (3,856 words) [view diff] exact match in snippet view article find links to article
November 2022). "A blueprint for synthetic control methodology: a causal inference tool for evaluating natural experiments in population health". BMJ
List of multiple discoveries (11,350 words) [view diff] case mismatch in snippet view article find links to article
Stuart G.; Lindeman, Karen S. (2 April 2024). "Multiple Discoveries in Causal Inference: LATE for the Party". CHANCE. 37 (2): 21–25. doi:10.1080/09332480.2024
Health effects of tobacco (22,321 words) [view diff] case mismatch in snippet view article find links to article
21.2 (2012): 87-91. online "Chapter 1: Introduction and Approach to Causal Inference" (PDF). 2004 Surgeon General's Report—The Health Consequences of Smoking
Controversies of the 2006 Mexican general election (13,878 words) [view diff] case mismatch in snippet view article find links to article
that analysis at a Columbia University blog on "Statistical Modeling, Causal Inference, and Social Science." In a July 19, 2006, comment to his July 17 article
Diederik Stapel (4,255 words) [view diff] case mismatch in snippet view article find links to article
10.1177/0146167212462821 Event Accessibility and Context Effects in Causal Inference: Judgment of a Different Order 1996 Personality & Social Psychology
Replication crisis (20,901 words) [view diff] case mismatch in snippet view article find links to article
happened down here is the winds have changed". Statistical Modeling, Causal Inference, and Social Science. Yong E (3 October 2012). "Nobel laureate challenges
Nicholas Christakis (10,938 words) [view diff] exact match in snippet view article find links to article
network contagion and structure, thereby enhancing the robustness of causal inference. For instance, a 2010 paper demonstrated that cooperative behavior
Noise: A Flaw in Human Judgment (4,566 words) [view diff] case mismatch in snippet view article find links to article
and not at all: System 3 jumps the shark". Statistical Modeling, Causal Inference, and Social Science. Archived from the original on 1 August 2021. Retrieved
List of school shootings in the United States (before 2000) (12,387 words) [view diff] case mismatch in snippet view article
2016. "Rejecting a paper can get you killed « Statistical Modeling, Causal Inference, and Social Science". statmodeling.stat.columbia.edu. Retrieved May
Meng Anming (3,279 words) [view diff] exact match in snippet view article find links to article
"Regulatory factor identification for nodal genes in zebrafish by causal inference". Frontiers in Cell and Developmental Biology. 10. doi:10.3389/fcell
List of Christians in science and technology (25,904 words) [view diff] exact match in snippet view article find links to article
Quantitative Social Science. His research has focused on the application of causal inference to epidemiology, as well as on the relationship between religion and
Inductivism (16,140 words) [view diff] exact match in snippet view article find links to article
Sander Greenland, Charles Poole, Timothy J Lash, ch 2 "Causation and causal inference", in Modern Epidemiology, 3rd edn (Philadelphia: Lippincott Williams
Germ theory's key 19th century figures (7,957 words) [view diff] case mismatch in snippet view article find links to article
2019) Causality in the Time of Cholera: John Snow As a Prototype for Causal Inference. http://dx.doi.org/10.2139/ssrn.3262234 Holzman, Robert S. (2021).
2024 in science (27,395 words) [view diff] exact match in snippet view article find links to article
depression aids locus discovery, fine mapping, gene prioritization and causal inference". Nature Genetics. 56 (2): 222–233. doi:10.1038/s41588-023-01596-4