Distribution-Free Mediation Analysis for Nonlinear Models with Confounding Albert, Jeffrey M. Albert, Jeffrey M. Less Epidemiology. 23(6):879-888, November 2012. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Mediation Analysis With Multiple Versions of the Mediator VanderWeele, Tyler J. VanderWeele, Tyler J. Less Epidemiology. 23(3):454-463, May 2012. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Completion Potentials of Sufficient Component Causes Lee, Wen-Chung Lee, Wen-Chung Less Epidemiology. 23(3):446-453, May 2012. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Alternative Assumptions for the Identification of Direct and Indirect Effects Hafeman, Danella M.; VanderWeele, Tyler J. Hafeman, Danella M.; VanderWeele, Tyler J. Less Epidemiology. 22(6):753-764, November 2011. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Transportability and Causal Generalization Schwartz, Sharon; Gatto, Nicolle M.; Campbell, Ulka B. Schwartz, Sharon; Gatto, Nicolle M.; Campbell, Ulka B. Less Epidemiology. 22(5):745-746, September 2011. Favorites PDF Get Content & Permissions
Causal Interactions in the Proportional Hazards Model VanderWeele, Tyler J. VanderWeele, Tyler J. Less Epidemiology. 22(5):713-717, September 2011. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Differences Between Marginal Structural Models and Conventional Models in Their Exposure Effect Estimates: A Systematic Review Suarez, David; Borràs, Roger; Basagaña, Xavier Suarez, David; Borràs, Roger; Basagaña, Xavier Less Epidemiology. 22(4):586-588, July 2011. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Causal Mediation Analysis With Survival Data VanderWeele, Tyler J. VanderWeele, Tyler J. Less Epidemiology. 22(4):582-585, July 2011. Favorites PDF Get Content & Permissions
Direct and Indirect Effects in a Survival Context Lange, Theis; Hansen, Jørgen V. Lange, Theis; Hansen, Jørgen V. Less Epidemiology. 22(4):575-581, July 2011. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Compound Treatments, Transportability, and the Structural Causal Model: The Power and Simplicity of Causal Graphs Petersen, Maya L. Petersen, Maya L. Less Epidemiology. 22(3):378-381, May 2011. Favorites PDF Get Content & Permissions
Compound Treatments and Transportability of Causal Inference Hernán, Miguel A.; VanderWeele, Tyler J. Hernán, Miguel A.; VanderWeele, Tyler J. Less Epidemiology. 22(3):368-377, May 2011. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
On the Link Between Sufficient-cause Model and Potential-outcome Model Suzuki, Etsuji; Yamamoto, Eiji; Tsuda, Toshihide Suzuki, Etsuji; Yamamoto, Eiji; Tsuda, Toshihide Less Epidemiology. 22(1):131-132, January 2011. Favorites PDF Get Content & Permissions
A Method for Detection of Residual Confounding in Time-series and Other Observational Studies Flanders, W. Dana; Klein, Mitchel; Darrow, Lyndsey A.; More Flanders, W. Dana; Klein, Mitchel; Darrow, Lyndsey A.; Strickland, Matthew J.; Sarnat, Stefanie E.; Sarnat, Jeremy A.; Waller, Lance A.; Winquist, Andrea; Tolbert, Paige E. Less Epidemiology. 22(1):59-67, January 2011. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
On the Consistency Rule in Causal Inference: Axiom, Definition, Assumption, or Theorem? Pearl, Judea Pearl, Judea Less Epidemiology. 21(6):872-875, November 2010. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Sufficient-cause Interaction van de Watering, Leo M. G.; Middelburg, Rutger A. van de Watering, Leo M. G.; Middelburg, Rutger A. Less Epidemiology. 21(5):753-754, September 2010. Favorites PDF Get Content & Permissions
dagR: A Suite of R Functions for Directed Acyclic Graphs Breitling, Lutz Philipp Breitling, Lutz Philipp Less Epidemiology. 21(4):586-587, July 2010. Favorites PDF Get Content & Permissions
Bias Formulas for Sensitivity Analysis for Direct and Indirect Effects VanderWeele, Tyler J. VanderWeele, Tyler J. Less Epidemiology. 21(4):540-551, July 2010. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Negative Controls: A Tool for Detecting Confounding and Bias in Observational Studies Lipsitch, Marc; Tchetgen Tchetgen, Eric; Cohen, Ted Lipsitch, Marc; Tchetgen Tchetgen, Eric; Cohen, Ted Less Epidemiology. 21(3):383-388, May 2010. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
DAG Program:: Identifying Minimal Sufficient Adjustment Sets Knüppel, Sven; Stang, Andreas Knüppel, Sven; Stang, Andreas Less Epidemiology. 21(1):159, January 2010. Favorites PDF Get Content & Permissions
Causal Models Hogan, Joseph W. Hogan, Joseph W. Less Epidemiology. 20(6):931-932, November 2009. Favorites PDF Get Content & Permissions
Causal Models Levine, Beverly Levine, Beverly Less Epidemiology. 20(6):931, November 2009. Favorites PDF Get Content & Permissions
Concerning the Consistency Assumption in Causal Inference VanderWeele, Tyler J. VanderWeele, Tyler J. Less Epidemiology. 20(6):880-883, November 2009. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
On the Distinction Between Interaction and Effect Modification VanderWeele, Tyler J. VanderWeele, Tyler J. Less Epidemiology. 20(6):863-871, November 2009. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Mediating Various Direct-effect Approaches TenHave, Thomas TenHave, Thomas Less Epidemiology. 20(6):861-862, November 2009. Favorites PDF Get Content & Permissions
Estimating Direct Effects in Cohort and Case–Control Studies Vansteelandt, Stijn Vansteelandt, Stijn Less Epidemiology. 20(6):851-860, November 2009. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Bringing Causal Models Into the Mainstream Hogan, Joseph W. Hogan, Joseph W. Less Epidemiology. 20(3):431-432, May 2009. Favorites PDF Get Content & Permissions
Marginal Structural Models for the Estimation of Direct and Indirect Effects VanderWeele, Tyler J. VanderWeele, Tyler J. Less Epidemiology. 20(1):18-26, January 2009. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Interactions in Epidemiology: Relevance, Identification, and Estimation Greenland, Sander Greenland, Sander Less Epidemiology. 20(1):14-17, January 2009. Favorites PDF Get Content & Permissions
Sufficient Cause Interactions and Statistical Interactions VanderWeele, Tyler J. VanderWeele, Tyler J. Less Epidemiology. 20(1):6-13, January 2009. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
The Consistency Statement in Causal Inference: A Definition or an Assumption? Cole, Stephen R.; Frangakis, Constantine E. Cole, Stephen R.; Frangakis, Constantine E. Less Epidemiology. 20(1):3-5, January 2009. Favorites PDF Get Content & Permissions
Causal Directed Acyclic Graphs and the Direction of Unmeasured Confounding Bias VanderWeele, Tyler J.; Hernán, Miguel A.; Robins, James M. VanderWeele, Tyler J.; Hernán, Miguel A.; Robins, James M. Less Epidemiology. 19(5):720-728, September 2008. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Four Types of Effect Modification: A Classification Based on Directed Acyclic Graphs VanderWeele, Tyler J.; Robins, James M. VanderWeele, Tyler J.; Robins, James M. Less Epidemiology. 18(5):561-568, September 2007. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Properties of 2 Counterfactual Effect Definitions of a Point Exposure Flanders, W Dana; Klein, Mitchel Flanders, W Dana; Klein, Mitchel Less Epidemiology. 18(4):453-460, July 2007. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
The Identification of Synergism in the Sufficient-Component-Cause Framework VanderWeele, Tyler J.; Robins, James M. VanderWeele, Tyler J.; Robins, James M. Less Epidemiology. 18(3):329-339, May 2007. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Instruments for Causal Inference: An Epidemiologist's Dream? Hernán, Miguel A.; Robins, James M. Hernán, Miguel A.; Robins, James M. Less Epidemiology. 17(4):360-372, July 2006. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Estimation of Direct Causal Effects Petersen, Maya L.; Sinisi, Sandra E.; van der Laan, Mark J. Petersen, Maya L.; Sinisi, Sandra E.; van der Laan, Mark J. Less Epidemiology. 17(3):276-284, May 2006. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Bounding Causal Effects Under Uncontrolled Confounding Using Counterfactuals MacLehose, Richard F.; Kaufman, Sol; Kaufman, Jay S.; More MacLehose, Richard F.; Kaufman, Sol; Kaufman, Jay S.; Poole, Charles Less Epidemiology. 16(4):548-555, July 2005. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
A Structural Approach to Selection Bias Hernán, Miguel A.; Hernández-Díaz, Sonia; Robins, James M. Hernán, Miguel A.; Hernández-Díaz, Sonia; Robins, James M. Less Epidemiology. 15(5):615-625, September 2004. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Marginal Structural Models as a Tool for Standardization Sato, Tosiya; Matsuyama, Yutaka Sato, Tosiya; Matsuyama, Yutaka Less Epidemiology. 14(6):680-686, November 2003. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Quantifying Biases in Causal Models: Classical Confounding vs Collider-Stratification Bias Greenland, Sander Greenland, Sander Less Epidemiology. 14(3):300-306, May 2003. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Data, Design, and Background Knowledge in Etiologic Inference Robins, James M. Robins, James M. Less Epidemiology. 12(3):313-320, May 2001. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
A Psychometric Experiment in Causal Inference to Estimate Evidential Weights Used by Epidemiologists Holman, C. D’Arcy J.; Arnold-Reed, Diane E.; de Klerk, Nicholas; More Holman, C. D’Arcy J.; Arnold-Reed, Diane E.; de Klerk, Nicholas; McComb, Christine; English, Dallas R. Less Epidemiology. 12(2):246-255, March 2001. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Causal Values Poole, Charles Poole, Charles Less Epidemiology. 12(2):139-141, March 2001. Favorites Get Content & Permissions
Marginal Structural Models to Estimate the Causal Effect of Zidovudine on the Survival of HIV-Positive Men Hernán, Miguel Ángel; Brumback, Babette; Robins, James M. Hernán, Miguel Ángel; Brumback, Babette; Robins, James M. Less Epidemiology. 11(5):561-570, September 2000. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Marginal Structural Models and Causal Inference in Epidemiology Robins, James M.; Hernán, Miguel Ángel; Brumback, Babette Robins, James M.; Hernán, Miguel Ángel; Brumback, Babette Less Epidemiology. 11(5):550-560, September 2000. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Causal Diagrams for Epidemiologic Research Greenland, Sander; Pearl, Judea; Robins, James M. Greenland, Sander; Pearl, Judea; Robins, James M. Less Epidemiology. 10(1):37-48, January 1999. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Probability Logic and Probabilistic Induction Greenland, Sander Greenland, Sander Less Epidemiology. 9(3):322-332, May 1998. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Reproductive Factors, Oral Contraceptive Use, and Risk of Colorectal Cancer Troisi, Rebecca; Schairer, Catherine; Chow, Wong-Ho; More Troisi, Rebecca; Schairer, Catherine; Chow, Wong-Ho; Schatzkin, Arthur; Brinton, Louise A.; Fraumeni, Joseph F. Jr. Less Epidemiology. 8(1):75-79, January 1997. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Imputation for Exposure Histories with Gaps, under an Excess Relative Risk Model Weinberg, Clarice R.; Moledor, Erik S.; Umbach, David M.; More Weinberg, Clarice R.; Moledor, Erik S.; Umbach, David M.; Sandler, Dale P. Less Epidemiology. 7(5):490-497, September 1996. Favorites PDF Get Content & Permissions
Causal Inference in Infectious Diseases Halloran, M. Elizabeth; Struchiner, Claudio J. Halloran, M. Elizabeth; Struchiner, Claudio J. Less Epidemiology. 6(2):142-151, March 1995. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Causal Inference Rothman, Kenneth J.; Lanes, Stephan; Robins, James Rothman, Kenneth J.; Lanes, Stephan; Robins, James Less Epidemiology. 4(6):555, November 1993. Favorites PDF Get Content & Permissions
Measures of Effect Based on the Sufficient Causes Model. 2. Risks and Rates of Disease Associated with a Single Preventive Agent Allard, Robert; Boivin, Jean-Francois Allard, Robert; Boivin, Jean-Francois Less Epidemiology. 4(6):517-523, November 1993. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Measures of Effect Based on the Sufficient Causes Model Greenland, Sander; Robins, James M. Greenland, Sander; Robins, James M. Less Epidemiology. 4(4):385, July 1993. Favorites PDF Get Content & Permissions
Measures of Effect Based on the Sufficient Causes Model. 1. Risks and Rates of Disease Associated with a Single Causative Agent Allard, Robert; Boivin, Jean-François Allard, Robert; Boivin, Jean-François Less Epidemiology. 4(1):37-42, January 1993. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
G-Estimation of the Effect of Prophylaxis Therapy for Pneumocystis carinii Pneumonia on the Survival of AIDS Patients Robins, James M.; Blevins, Donald; Ritter, Grant; More Robins, James M.; Blevins, Donald; Ritter, Grant; Wulfsohn, Michael Less Epidemiology. 3(4):319-336, July 1992. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Time-Related Confounders and Intermediate Variables Pearce, Neil Pearce, Neil Less Epidemiology. 3(4):279-281, July 1992. Favorites PDF Get Content & Permissions
Identifiability and Exchangeability for Direct and Indirect Effects Robins, James M.; Greenland, Sander Robins, James M.; Greenland, Sander Less Epidemiology. 3(2):143-155, March 1992. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
On the Origin of Hill's Causal Criteria Morabia, Alfredo Morabia, Alfredo Less Epidemiology. 2(5):367-369, September 1991. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
Randomization, Statistics, and Causal Inference Greenland, Sander Greenland, Sander Less Epidemiology. 1(6):421-429, November 1990. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
White Swans, Black Ravens, and Lame Ducks: Necessary and Sufficient Causes in Epidemiology Pearce, Neil Pearce, Neil Less Epidemiology. 1(1):47-50, January 1990. Abstract Abstract Favorites PDF Get Content & Permissions Abstract: Go to Full Text of this Article
