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1. Risk assessment and decision analysis with Bayesian networks
by Fenton, Norman E and Neil, Martin
2013, 2, ISBN 9781439809105, xix, 503
Bayesian statistical decision theory | Risk management | Decision making
Book
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2. Full Text Causal mediation analysis
by Hicks, Raymond and Tingley, Dustin
The Stata journal, ISSN 1536-867X, 2011, Volume 11, Issue 4, pp. 605 - 619
Medsens | Sensitivity analysis | Causal mechanism | Direct effects | St0243 | Medeff | Mediation | Statistics & Probability | Physical Sciences | Social Sciences | Social Sciences, Mathematical Methods | Mathematics | Mathematical Methods In Social Sciences | Science & Technology | Statistical methods | Algorithms | Research | Mathematical research
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3. The science of stories
: applications of the narrative policy framework in public policy analysis
by McBeth, Mark K., editor and Shanahan, Elizabeth A., editor and Jones, Michael D., 1973- editor
2014, 1st edition., ISBN 1137370122, xx, 280
Policy sciences | Public administration | Political science
Book
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4. Full Text What mediation analysis can (not) do
by Fiedler, Klaus and Schott, Malte and Meiser, Thorsten
Journal of experimental social psychology, ISSN 0022-1031, 2011, Volume 47, Issue 6, pp. 1231 - 1236
Spurious mediator | Attitude change | Sobel test | Causal model | Psychology, Social | Psychology | Social Sciences | Fundamental and applied biological sciences. Psychology | Biological and medical sciences | Social psychology | Behavior. Attitude | Psychology. Psychoanalysis. Psychiatry | Psychology. Psychophysiology | Models | Simulation | Causality | Mediation
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5. Introduction to mediation, moderation, and conditional process analysis
: a regression-based approach
by Hayes, Andrew F
2013, Methodology in the social sciences., ISBN 9781609182304, xvii, 507
Mediation (Statistics) | Statistical methods | Regression analysis | Social sciences
Book
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6. Full Text Bayesian Mediation Analysis
by Yuan, Ying and MacKinnon, David P
Psychological methods, ISSN 1082-989X, 12/2009, Volume 14, Issue 4, pp. 301 - 322
single-level mediation | multilevel mediation | Bayesian inference | credible interval | Psychology, Multidisciplinary | Psychology | Social Sciences | Probability | Causal Models | Correlation | Bayesian Statistics | Fundamental and applied biological sciences. Psychology | Psychometrics. Statistics. Methodology | Biological and medical sciences | Psychology. Psychoanalysis. Psychiatry | Statistics. Mathematics | Psychology. Psychophysiology | Models, Psychological | Psychology - methods | Confidence Intervals | Humans | Bayes Theorem | Psychology - statistics & numerical data | Bayesian statistical decision theory | Research | Psychoanalysis | Meta-analysis | Index Medicus | Single-level mediation | Multilevel Mediation | Credible Interval
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7. Full Text A General Approach to Causal Mediation Analysis
by Imai, Kosuke and Keele, Luke and Tingley, Dustin
Psychological methods, ISSN 1082-989X, 12/2010, Volume 15, Issue 4, pp. 309 - 334
Causal inference | Direct and indirect effects | Sensitivity analysis | Causal mechanisms | Linear structural equation models | Psychology, Multidisciplinary | Psychology | Social Sciences | Intervention | Structural Equation Models | Nonparametric Statistics | Statistical Inference | Statistical Analysis | Fundamental and applied biological sciences. Psychology | Psychometrics. Statistics. Methodology | Biological and medical sciences | Psychology. Psychoanalysis. Psychiatry | Statistics. Mathematics | Psychology. Psychophysiology | Social Sciences - methods | Data Interpretation, Statistical | Algorithms | Sensitivity and Specificity | Linear Models | Models, Statistical | Causality | Social psychology | Research | Structural equation modeling | Psychoanalysis | Mediation | Index Medicus
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8. Full Text Mediation Analysis Allowing for Exposure-Mediator Interactions and Causal Interpretation: Theoretical Assumptions and Implementation With SAS and SPSS Macros
by Valeri, Linda and VanderWeele, Tyler J
Psychological methods, ISSN 1082-989X, 6/2013, Volume 18, Issue 2, pp. 137 - 150
Causal inference | Direct and indirect effects | Software macro | Interaction | Mediation analysis | Psychology, Multidisciplinary | Psychology | Social Sciences | Fundamental and applied biological sciences. Psychology | Psychometrics. Statistics. Methodology | Biological and medical sciences | Psychology. Psychoanalysis. Psychiatry | Statistics. Mathematics | Psychology. Psychophysiology | Regression Analysis | User-Computer Interface | Data Interpretation, Statistical | Confounding Factors (Epidemiology) | Humans | Psychology - statistics & numerical data | Software - statistics & numerical data | Causality | Nonlinear Dynamics | Research Design | Index Medicus | Software Macro
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9. Exploratory causal analysis with time series data
by McCracken, James M
2016, Synthesis lectures on data mining and knowledge discovery, ISBN 1627059784, Volume 12, xiii, 133
Time-series analysis | Causality (Physics) | Computing and Processing | Quantitative research
Book
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10. Full Text Attributable mortality of ventilator-associated pneumonia: A reappraisal using causal analysis
by Bekaert, Maarten and Timsit, Jean-Francois and Vansteelandt, Stijn and Depuydt, Pieter and Vésin, Aurélien and Garrouste-Orgeas, Maité and Decruyenaere, Johan and Clec'h, Christophe and Azoulay, Elie and Benoit, Dominique and Outcomerea Study Grp and Outcomerea Study Group
American journal of respiratory and critical care medicine, ISSN 1073-449X, 11/2011, Volume 184, Issue 10, pp. 1133 - 1139
Causal inference | Ventilator-associated pneumonia | Severity of illness | Attributable mortality | Respiratory System | Life Sciences & Biomedicine | Critical Care Medicine | General & Internal Medicine | Science & Technology | Biological and medical sciences | Intensive care medicine | Medical sciences | Anesthesia. Intensive care medicine. Transfusions. Cell therapy and gene therapy | Emergency and intensive respiratory care | Severity of Illness Index | Pneumonia, Ventilator-Associated - mortality | Prospective Studies | Risk Assessment | Humans | Middle Aged | Risk Factors | Cross Infection - mortality | Proportional Hazards Models | Anti-Infective Agents - therapeutic use | Intensive Care Units - statistics & numerical data | Logistic Models | Male | Pneumonia, Ventilator-Associated - etiology | Pneumonia, Ventilator-Associated - microbiology | Survival Analysis | Female | Causality | Pneumonia, Ventilator-Associated - drug therapy | Index Medicus | Abridged Index Medicus | Intensive Care Units | Cross Infection | Pneumonia, Ventilator-Associated | Anti-Infective Agents | Life Sciences | Human health and pathology
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11. Full Text Causal Inference in Latent Class Analysis
by Lanza, Stephanie T and Coffman, Donna L and Xu, Shu
Structural equation modeling, ISSN 1070-5511, 07/2013, Volume 20, Issue 3, pp. 361 - 383
average causal effect | propensity scores | latent class analysis | causal inference | Mathematics, Interdisciplinary Applications | Physical Sciences | Social Sciences | Social Sciences, Mathematical Methods | Mathematics | Mathematical Methods In Social Sciences | Science & Technology | Statistical inference | Causality | Multivariate analysis | Polls & surveys | Drug use
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12. Full Text Moving beyond multiple regression analysis to algorithms: Calling for adoption of a paradigm shift from symmetric to asymmetric thinking in data analysis and crafting theory
by Woodside, Arch G
Journal of business research, ISSN 0148-2963, 04/2013, Volume 66, Issue 4, pp. 463 - 472
Fuzzy set qualitative comparative analysis | Configuration | Multiple regression analysis | Consistency | Coverage | Algorithm | Predictive validity | Causal recipe | Fit validity | Business & Economics | Social Sciences | Business | Algorithms | Regression analysis | Studies | Fuzzy sets | Data analysis | Decision theory | Comparative analysis
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13. Full Text Causal Mediation Analysis with Multiple Mediators
by R. M. Daniel and B. L. De Stavola and S. N. Cousens and S. Vansteelandt
Biometrics, ISSN 0006-341X, 3/2015, Volume 71, Issue 1, pp. 1 - 14
BIOMETRIC METHODOLOGY | Causal pathways | Multiple mediation | Decomposition | Natural path‐specific effects | Natural path-specific effects | Statistics & Probability | Physical Sciences | Life Sciences & Biomedicine | Biology | Life Sciences & Biomedicine - Other Topics | Mathematics | Science & Technology | Mathematical & Computational Biology | Effect Modifier, Epidemiologic | Data Interpretation, Statistical | Algorithms | Computer Simulation | Logistic Models | Models, Statistical | Biometry - methods | Causality | Biometrics | Data analysis | Statistical methods | Index Medicus | Biometric Methodology
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