Mediation (statistics) (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Mediation (statistics)" in English language version.

refsWebsite

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20doi.org

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17nih.gov

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10semanticscholar.org

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3ucla.edu

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3arxiv.org

69^th place

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3harvard.edu

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2web.archive.org

1^st place

2ohio-state.edu

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2ubc.ca

1,997^th place

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1indiana.edu

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1jstor.org

26^th place

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1quantpsy.org

low place

1davidakenny.net

low place

arxiv.org

Pearl, Judea (1994). Lopez de Mantaras, R.; Poole, D. (eds.). "A probabilistic calculus of actions". Uncertainty in Artificial Intelligence 10. 1302. San Mateo, CA: Morgan Kaufmann: 454–462. arXiv:1302.6835. Bibcode:2013arXiv1302.6835P.
Balke, A.; Pearl, J. (1995). Besnard, P.; Hanks, S. (eds.). "Counterfactuals and Policy Analysis in Structural Models". Uncertainty in Artificial Intelligence 11. 1302. San Francisco, CA: Morgan Kaufmann: 11–18. arXiv:1302.4929. Bibcode:2013arXiv1302.4929B.
Imai, K.; Keele, L.; Yamamoto, T. (2010). "Identification, inference, and sensitivity analysis for causal mediation effects". Statistical Science. 25 (1): 51–71. arXiv:1011.1079. Bibcode:2010arXiv1011.1079I. doi:10.1214/10-sts321. S2CID 9295376.

davidakenny.net

"Mediation". davidakenny.net. Retrieved April 25, 2012.

doi.org

VanderWeele, T.J. (2016). "Mediation analysis: a practitioner's guide". Annual Review of Public Health. 37: 17–32. doi:10.1146/annurev-publhealth-032315-021402. PMID 26653405.
Baron, R. M.; Kenny, D. A. (1986). "The Moderator-Mediator Variable Distinction in Social Psychological Research : Conceptual, Strategic, and Statistical Considerations". Journal of Personality and Social Psychology. 51 (6): 1173–1182. doi:10.1037/0022-3514.51.6.1173. PMID 3806354. S2CID 1925599.
Shrout, P. E.; Bolger, N. (2002). "Mediation in experimental and nonexperimental studies: New procedures and recommendations". Psychological Methods. 7 (4): 422–445. doi:10.1037/1082-989x.7.4.422. PMID 12530702.
Robins, J. M.; Greenland, S. (1992). "Identifiability and exchangeability for direct and indirect effects". Epidemiology. 3 (2): 143–55. doi:10.1097/00001648-199203000-00013. PMID 1576220. S2CID 10757981.
Sobel, M. E. (1982). "Asymptotic confidence intervals for indirect effects in structural equation models". Sociological Methodology. 13: 290–312. doi:10.2307/270723. JSTOR 270723.
Hayes, A. F. (2009). "Beyond Baron and Kenny: Statistical mediation analysis in the new millennium". Communication Monographs. 76 (4): 408–420. doi:10.1080/03637750903310360. S2CID 53599087.
Kaufman, J. S.; MacLehose, R. F.; Kaufman, S (2004). "A further critique of the analytic strategy of adjusting for covariates to identify biologic mediation". Epidemiologic Perspectives & Innovations. 1 (1): 4. doi:10.1186/1742-5573-1-4. PMC 526390. PMID 15507130.
MacKinnon, D. P.; Lockwood, C. M.; Lockwood, J. M.; West, S. G.; Sheets, V. (2002). "A comparison of methods to test mediation and other intervening variable effects". Psychological Methods. 7 (1): 83–104. doi:10.1037/1082-989x.7.1.83. PMC 2819363. PMID 11928892.
Bullock, J. G.; Green, D. P.; Ha, S. E. (2010). "Yes, but what's the mechanism? (don't expect an easy answer)" (PDF). Journal of Personality and Social Psychology. 98 (4): 550–8. doi:10.1037/a0018933. PMID 20307128. S2CID 7913867.
Spencer, S. J.; Zanna, M. P.; Fong, G. T. (2005). "Establishing a causal chain: Why experiments are often more effective than mediational analyses in examining psychological processes" (PDF). Journal of Personality and Social Psychology. 89 (6): 845–51. doi:10.1037/0022-3514.89.6.845. PMID 16393019.
Muller, D.; Judd, C. M.; Yzerbyt, V. Y. (2005). "When moderation is mediated and mediation is moderated". Journal of Personality and Social Psychology. 89 (6): 852–863. doi:10.1037/0022-3514.89.6.852. PMID 16393020.
Smeesters, D.; Warlop, L.; Avermaet, E. V.; Corneille, O.; Yzerbyt, V. (2003). "Do not prime hawks with doves: The interplay of construct activation and consistency of social value orientation on cooperative behavior". Journal of Personality and Social Psychology. 84 (5): 972–987. doi:10.1037/0022-3514.84.5.972. PMID 12757142.
Robins, J.M.; Greenland, S. (1992). "Identifiability and exchangeability for direct and indirect effects". Epidemiology. 3 (2): 143–155. doi:10.1097/00001648-199203000-00013. PMID 1576220. S2CID 10757981.
Pearl, J (2014). "Interpretation and identification of causal mediation" (PDF). Psychological Methods. 19 (4): 459–81. doi:10.1037/a0036434. PMID 24885338. S2CID 8598536.
Rubin, D.B. (1974). "Estimating causal effects of treatments in randomized and nonrandomized studies". Journal of Educational Psychology. 66 (5): 688–701. doi:10.1037/h0037350. S2CID 52832751.
Imai, K.; Keele, L.; Yamamoto, T. (2010). "Identification, inference, and sensitivity analysis for causal mediation effects". Statistical Science. 25 (1): 51–71. arXiv:1011.1079. Bibcode:2010arXiv1011.1079I. doi:10.1214/10-sts321. S2CID 9295376.
VanderWeele, T.J. (2009). "Marginal structural models for the estimation of direct and indirect effects". Epidemiology. 20 (1): 18–26. doi:10.1097/ede.0b013e31818f69ce. PMID 19234398. S2CID 205587487.
Pearl, Judea (2009). "Causal inference in statistics: An overview" (PDF). Statistics Surveys. 3: 96–146. doi:10.1214/09-ss057.
Vansteelandt, Stijn; Bekaert, Maarten; Lange, Theis (2012). "Imputation strategies for the estimation of natural direct and indirect effects". Epidemiologic Methods. 1 (1, Article 7). doi:10.1515/2161-962X.1014. S2CID 52207229.
Albert, Jeffrey (2012). "Distribution-Free Mediation Analysis for Nonlinear Models with Confounding". Epidemiology. 23 (6): 879–888. doi:10.1097/ede.0b013e31826c2bb9. PMC 3773310. PMID 23007042.

harvard.edu

ui.adsabs.harvard.edu

Pearl, Judea (1994). Lopez de Mantaras, R.; Poole, D. (eds.). "A probabilistic calculus of actions". Uncertainty in Artificial Intelligence 10. 1302. San Mateo, CA: Morgan Kaufmann: 454–462. arXiv:1302.6835. Bibcode:2013arXiv1302.6835P.
Balke, A.; Pearl, J. (1995). Besnard, P.; Hanks, S. (eds.). "Counterfactuals and Policy Analysis in Structural Models". Uncertainty in Artificial Intelligence 11. 1302. San Francisco, CA: Morgan Kaufmann: 11–18. arXiv:1302.4929. Bibcode:2013arXiv1302.4929B.
Imai, K.; Keele, L.; Yamamoto, T. (2010). "Identification, inference, and sensitivity analysis for causal mediation effects". Statistical Science. 25 (1): 51–71. arXiv:1011.1079. Bibcode:2010arXiv1011.1079I. doi:10.1214/10-sts321. S2CID 9295376.

indiana.edu

"Types of Variables" (PDF). University of Indiana. Archived from the original (PDF) on 2020-03-31. Retrieved 2016-01-25.

jstor.org

Sobel, M. E. (1982). "Asymptotic confidence intervals for indirect effects in structural equation models". Sociological Methodology. 13: 290–312. doi:10.2307/270723. JSTOR 270723.

nih.gov

pubmed.ncbi.nlm.nih.gov

VanderWeele, T.J. (2016). "Mediation analysis: a practitioner's guide". Annual Review of Public Health. 37: 17–32. doi:10.1146/annurev-publhealth-032315-021402. PMID 26653405.
Baron, R. M.; Kenny, D. A. (1986). "The Moderator-Mediator Variable Distinction in Social Psychological Research : Conceptual, Strategic, and Statistical Considerations". Journal of Personality and Social Psychology. 51 (6): 1173–1182. doi:10.1037/0022-3514.51.6.1173. PMID 3806354. S2CID 1925599.
Shrout, P. E.; Bolger, N. (2002). "Mediation in experimental and nonexperimental studies: New procedures and recommendations". Psychological Methods. 7 (4): 422–445. doi:10.1037/1082-989x.7.4.422. PMID 12530702.
Robins, J. M.; Greenland, S. (1992). "Identifiability and exchangeability for direct and indirect effects". Epidemiology. 3 (2): 143–55. doi:10.1097/00001648-199203000-00013. PMID 1576220. S2CID 10757981.
Kaufman, J. S.; MacLehose, R. F.; Kaufman, S (2004). "A further critique of the analytic strategy of adjusting for covariates to identify biologic mediation". Epidemiologic Perspectives & Innovations. 1 (1): 4. doi:10.1186/1742-5573-1-4. PMC 526390. PMID 15507130.
MacKinnon, D. P.; Lockwood, C. M.; Lockwood, J. M.; West, S. G.; Sheets, V. (2002). "A comparison of methods to test mediation and other intervening variable effects". Psychological Methods. 7 (1): 83–104. doi:10.1037/1082-989x.7.1.83. PMC 2819363. PMID 11928892.
Bullock, J. G.; Green, D. P.; Ha, S. E. (2010). "Yes, but what's the mechanism? (don't expect an easy answer)" (PDF). Journal of Personality and Social Psychology. 98 (4): 550–8. doi:10.1037/a0018933. PMID 20307128. S2CID 7913867.
Spencer, S. J.; Zanna, M. P.; Fong, G. T. (2005). "Establishing a causal chain: Why experiments are often more effective than mediational analyses in examining psychological processes" (PDF). Journal of Personality and Social Psychology. 89 (6): 845–51. doi:10.1037/0022-3514.89.6.845. PMID 16393019.
Muller, D.; Judd, C. M.; Yzerbyt, V. Y. (2005). "When moderation is mediated and mediation is moderated". Journal of Personality and Social Psychology. 89 (6): 852–863. doi:10.1037/0022-3514.89.6.852. PMID 16393020.
Smeesters, D.; Warlop, L.; Avermaet, E. V.; Corneille, O.; Yzerbyt, V. (2003). "Do not prime hawks with doves: The interplay of construct activation and consistency of social value orientation on cooperative behavior". Journal of Personality and Social Psychology. 84 (5): 972–987. doi:10.1037/0022-3514.84.5.972. PMID 12757142.
Robins, J.M.; Greenland, S. (1992). "Identifiability and exchangeability for direct and indirect effects". Epidemiology. 3 (2): 143–155. doi:10.1097/00001648-199203000-00013. PMID 1576220. S2CID 10757981.
Pearl, J (2014). "Interpretation and identification of causal mediation" (PDF). Psychological Methods. 19 (4): 459–81. doi:10.1037/a0036434. PMID 24885338. S2CID 8598536.
VanderWeele, T.J. (2009). "Marginal structural models for the estimation of direct and indirect effects". Epidemiology. 20 (1): 18–26. doi:10.1097/ede.0b013e31818f69ce. PMID 19234398. S2CID 205587487.
Albert, Jeffrey (2012). "Distribution-Free Mediation Analysis for Nonlinear Models with Confounding". Epidemiology. 23 (6): 879–888. doi:10.1097/ede.0b013e31826c2bb9. PMC 3773310. PMID 23007042.

ncbi.nlm.nih.gov

Kaufman, J. S.; MacLehose, R. F.; Kaufman, S (2004). "A further critique of the analytic strategy of adjusting for covariates to identify biologic mediation". Epidemiologic Perspectives & Innovations. 1 (1): 4. doi:10.1186/1742-5573-1-4. PMC 526390. PMID 15507130.
MacKinnon, D. P.; Lockwood, C. M.; Lockwood, J. M.; West, S. G.; Sheets, V. (2002). "A comparison of methods to test mediation and other intervening variable effects". Psychological Methods. 7 (1): 83–104. doi:10.1037/1082-989x.7.1.83. PMC 2819363. PMID 11928892.
Albert, Jeffrey (2012). "Distribution-Free Mediation Analysis for Nonlinear Models with Confounding". Epidemiology. 23 (6): 879–888. doi:10.1097/ede.0b013e31826c2bb9. PMC 3773310. PMID 23007042.

ohio-state.edu

comm.ohio-state.edu

"Testing of Mediation Models in SPSS and SAS". Comm.ohio-state.edu. Archived from the original on 2012-05-18. Retrieved 2012-05-16.
"SPSS and SAS Macro for Bootstrapping Specific Indirect Effects in Multiple Mediation Models". Comm.ohio-state.edu. Retrieved 2012-05-16.

quantpsy.org

"Interactive Mediation Tests". quantpsy.org. Retrieved 2022-05-05.

semanticscholar.org

api.semanticscholar.org

Baron, R. M.; Kenny, D. A. (1986). "The Moderator-Mediator Variable Distinction in Social Psychological Research : Conceptual, Strategic, and Statistical Considerations". Journal of Personality and Social Psychology. 51 (6): 1173–1182. doi:10.1037/0022-3514.51.6.1173. PMID 3806354. S2CID 1925599.
Robins, J. M.; Greenland, S. (1992). "Identifiability and exchangeability for direct and indirect effects". Epidemiology. 3 (2): 143–55. doi:10.1097/00001648-199203000-00013. PMID 1576220. S2CID 10757981.
Hayes, A. F. (2009). "Beyond Baron and Kenny: Statistical mediation analysis in the new millennium". Communication Monographs. 76 (4): 408–420. doi:10.1080/03637750903310360. S2CID 53599087.
Bullock, J. G.; Green, D. P.; Ha, S. E. (2010). "Yes, but what's the mechanism? (don't expect an easy answer)" (PDF). Journal of Personality and Social Psychology. 98 (4): 550–8. doi:10.1037/a0018933. PMID 20307128. S2CID 7913867.
Robins, J.M.; Greenland, S. (1992). "Identifiability and exchangeability for direct and indirect effects". Epidemiology. 3 (2): 143–155. doi:10.1097/00001648-199203000-00013. PMID 1576220. S2CID 10757981.
Pearl, J (2014). "Interpretation and identification of causal mediation" (PDF). Psychological Methods. 19 (4): 459–81. doi:10.1037/a0036434. PMID 24885338. S2CID 8598536.
Rubin, D.B. (1974). "Estimating causal effects of treatments in randomized and nonrandomized studies". Journal of Educational Psychology. 66 (5): 688–701. doi:10.1037/h0037350. S2CID 52832751.
Imai, K.; Keele, L.; Yamamoto, T. (2010). "Identification, inference, and sensitivity analysis for causal mediation effects". Statistical Science. 25 (1): 51–71. arXiv:1011.1079. Bibcode:2010arXiv1011.1079I. doi:10.1214/10-sts321. S2CID 9295376.
VanderWeele, T.J. (2009). "Marginal structural models for the estimation of direct and indirect effects". Epidemiology. 20 (1): 18–26. doi:10.1097/ede.0b013e31818f69ce. PMID 19234398. S2CID 205587487.
Vansteelandt, Stijn; Bekaert, Maarten; Lange, Theis (2012). "Imputation strategies for the estimation of natural direct and indirect effects". Epidemiologic Methods. 1 (1, Article 7). doi:10.1515/2161-962X.1014. S2CID 52207229.

ubc.ca

www2.psych.ubc.ca

Bullock, J. G.; Green, D. P.; Ha, S. E. (2010). "Yes, but what's the mechanism? (don't expect an easy answer)" (PDF). Journal of Personality and Social Psychology. 98 (4): 550–8. doi:10.1037/a0018933. PMID 20307128. S2CID 7913867.
Spencer, S. J.; Zanna, M. P.; Fong, G. T. (2005). "Establishing a causal chain: Why experiments are often more effective than mediational analyses in examining psychological processes" (PDF). Journal of Personality and Social Psychology. 89 (6): 845–51. doi:10.1037/0022-3514.89.6.845. PMID 16393019.

ucla.edu

ftp.cs.ucla.edu

Pearl, J. (2001) "Direct and indirect effects". Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence, Morgan Kaufmann, 411–420.
Pearl, J (2014). "Interpretation and identification of causal mediation" (PDF). Psychological Methods. 19 (4): 459–81. doi:10.1037/a0036434. PMID 24885338. S2CID 8598536.
Pearl, Judea (2009). "Causal inference in statistics: An overview" (PDF). Statistics Surveys. 3: 96–146. doi:10.1214/09-ss057.

web.archive.org

"Types of Variables" (PDF). University of Indiana. Archived from the original (PDF) on 2020-03-31. Retrieved 2016-01-25.
"Testing of Mediation Models in SPSS and SAS". Comm.ohio-state.edu. Archived from the original on 2012-05-18. Retrieved 2012-05-16.