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Moderation and Mediation using Mplus: from the classical approach to the potential outcomes method (counterfactually defined causal effects).



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1Moderation and Mediation using Mplus: from the classical approach to the potential outcomes method (counterfactually defined causal effects). Psiquiatria e Psicologia Médica 22/10/2018 a
26/10/2018
Inscrição:
25/04/2018 a 30/08/2018
Período:
22/10/2018 a 26/10/2018
Responsável:
Prof Dr Hugo Cogo-Moreira
Créditos:
3
Resumo:
5-days course focused on two topics that are closely related and often confused: moderation (aka interaction) and mediation (the traditional and the potential outcome approach). The course will be taught in English at UNIFESP (São Paulo, Brazil)

Código:
MMMPLUS
Programa:
33009015032P3 Psiquiatria e Psicologia Médica
Co-responsável:
Anderson Ribeiro da Silva (PhD student at UNIFESP, Department of Psychiatry and Medical Psychology) and Juliana Valente (PhD student at UNIFESP, Department of Public Health)
Local:
Universidade Federal de São Paulo/São Paulo Medical School (São Paulo: neighborhood Vila Clementino)
Dias e horários:
manhã e tarde; 9:00 às 12:00 e das 14:00 até 17:00
Vagas:
25
Créditos:
3
Critérios de ingresso:
Audience: This course is free and focused on graduate level (MSc and PhD). Special request for senior researchers, post-doctoral or other professionals will be considered only if there are still spots not fulfilled by graduate students. Enrollment requirements: intention letter signed by the supervisor describing why moderation and mediation analysis are important for your research + registration at the Graduate Program of Psychiatry and Medical Psychology website (http://www.psiquiatriaunifesp.posgrad.com.br/) + any proof of previous attended courses in biostatistics. The intention letter + the PDF with proofs of previous knowledge need to be sent to hugocogobr@gmail.com (deadline for sending the documents August 15th)
Carga horária teórica:
23
Carga horária prática:
22
Carga horária total:
45
Ementa/Programação:
This is a 5-days course focused on two topics that are closely related and often confused. Suppose we have three variables, X, M and Y. We say that M is a mediator of the effect of X (a predictor) on Y (an outcome) if X carries its influence on Y at least partly by influencing M, which then influences Y. This is also known as an indirect effect of X on Y through M. On the other hand, we say that M moderates the effect of X on Y if that effect varies in size, sign, or strength as a function of M. This is also known as interaction. Regarding the mediation, it is possible to given causal explanation making flexible some assumptions (non-linearity and interaction between X and M). Day 1) Introduction to Mplus language and main commands linked to different regression model (continuous, dichotomous, count, and censored outcomes). Day 2) Exercises on Mplus involving different regressions and estimators. Day 3) Moderation models Day 4) Tradition Mediation (with multiple mediators and serial mediators) Day 5) Potential outcome approach (counterfactually defined causal effects) Important: Mplus version 8.0 version will be used and NO previous knowledge of such software is required. The demo might be downloaded at https://www.statmodel.com/demo.shtml Because this is a hands-on course, for those who were selected it is mandatory to bring your laptop to the classes. LOCAL: Ed. de Anfiteatros - Jandira Masur (JM) - 117 lugares - 1° andar 22/10/2018 09:00 22/10/2018 12:00 Pós-Graduação em Psiquiatria - Moderation and Mediation using Mplus - from the cla Ed. de Anfiteatros - Sylvio Jorge Pinto Borges (SB) - 36 lugares - Térreo 22/10/2018 14:00 22/10/2018 17:00 Pós-Graduação em Psiquiatria - Moderation and Mediation using Mplus - from the cla Ed. de Anfiteatros - Sylvio Jorge Pinto Borges (SB) - 36 lugares - Térreo 23/10/2018 09:00 23/10/2018 12:00 Pós-Graduação em Psiquiatria - Moderation and Mediation using Mplus - from the cla Ed. de Anfiteatros - Alvaro Guimarães Filho (AGF) - 62 lugares - 1° andar 23/10/2018 14:00 23/10/2018 17:00 Pós-Graduação em Psiquiatria - Moderation and Mediation using Mplus - from the cla Ed. Octávio de Carvalho - Sala 153 - 1° andar - 45 lugares 24/10/2018 09:00 24/10/2018 12:00 Pós-Graduação em Psiquiatria - Moderation and Mediation using Mplus - from the cla Ed. Octávio de Carvalho - Sala 253 - 2° andar - 48 lugares 24/10/2018 14:00 24/10/2018 17:00 Pós-Graduação em Psiquiatria - Moderation and Mediation using Mplus - from the cla Ed. de Anfiteatros - Márcia Maria Maturo (MMM) - 36 lugares - Térreo 25/10/2018 09:00 25/10/2018 12:00 Pós-Graduação em Psiquiatria - Moderation and Mediation using Mplus - from the cla Ed. Octávio de Carvalho - Nylceo Marques de Castro (Anf. C) - 85 lugares 25/10/2018 14:00 25/10/2018 17:00 Pós-Graduação em Psiquiatria - Moderation and Mediation using Mplus - from the cla Ed. Manoel Lopes - José Laredo Filho (JLF) - 56 lugares 26/10/2018 09:00 26/10/2018 12:00 Pós-Graduação em Psiquiatria - Moderation and Mediation using Mplus - from the cla Ed. de Anfiteatros - José Cassiano de Figueredo (JCF) - 38 lugares - Térreo 26/10/2018 14:00 26/10/2018 17:00 Pós-Graduação em Psiquiatria - Moderation and Mediation using Mplus - from the cla
Referências:
Muthén B, Muthén L, Asparouhov T. (2016) Regression And Mediation Analysis Using Mplus. Hernán MA, Robins JM. Estimating causal effects from epidemiological data. J Epidemiol Community Health. 2006;60(7):578-586. doi:10.1136/jech.2004.029496. Hernán MA, Taubman SL. Does obesity shorten life? The importance of well-defined interventions to answer causal questions. Int J Obes. 2008;32:S8-S14. doi:10.1038/ijo.2008.82. Rehkopf DH, Glymour MM, Osypuk TL. The Consistency Assumption for Causal Inference in Social Epidemiology: When a Rose Is Not a Rose. Curr Epidemiol Reports. 2016;3(1):63-71. doi:10.1007/s40471-016-0069-5. Cole SR, Frangakis CE. The Consistency Statement in Causal Inference. Epidemiology. 2009;20(1):3-5. doi:10.1097/EDE.0b013e31818ef366. VanderWeele, T. J. (2009). Marginal structural models for the estimation of direct and indirect effects. Epidemiology, 20(1), 18-26.
Endereço dessa página web:
http://epmpg.info/disciplinas.php?tp=d&id=262
Endereço web auxiliar:

Inscrição:
http://www.psiquiatriaunifesp.posgrad.com.br/
E-mail:
pgpsiquiatria@gmail.com
Telefone:
5576-4848 voip 1285

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