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mae0610 [2018/09/12 14:37]
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mae0610 [2019/08/05 11:17] (current)
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 **Julio da Motta Singer**\\ ​ **Julio da Motta Singer**\\ ​
-1o semestre ​2017\\ +2o semestre ​2019\\ 
 Aulas: segundas-feiras,​ 16:00h a 17:40h e quartas-feiras,​ 14:00h a 15:​40h\\ ​ Aulas: segundas-feiras,​ 16:00h a 17:40h e quartas-feiras,​ 14:00h a 15:​40h\\ ​
-Sala B-4\\ +Sala B-138\\ 
-Monitor: ​William Nilson Amorim+Monitor: ​Tuany de Paula Castro
  
  
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   * **Bibliografia básica**   * **Bibliografia básica**
  
-  - Brunner, E., Domhof, S. and Langer, F. (2000). Nonparametric analysis of ordered categorical data in designs with longitudinal observations and small sample sizes. **Biometrical Journal, 42**, 663-675. doi: 10.1002/​1521-4036(200010)42:​6<​663::​AID-BIMJ663>​3.0.CO;​2-7+  - Brunner, E., Domhof, S. and Langer, F. (2000). Nonparametric analysis of ordered categorical data in designs with longitudinal observations and small sample sizes. **Biometrical Journal, 42**, 663-675. ​\\ doi: 10.1002/​1521-4036(200010)42:​6<​663::​AID-BIMJ663>​3.0.CO;​2-7
   - Brunner, E., Domhof, S. and Langer, F. (2002). **Nonparametric Analysis of Longitudinal Data in Factorial Experiments**. New York: Wiley.   - Brunner, E., Domhof, S. and Langer, F. (2002). **Nonparametric Analysis of Longitudinal Data in Factorial Experiments**. New York: Wiley.
   - Crowder, M.J. and Hand, J. (1990). **Analysis of Repeated Measures**. London: Chapman and Hall   - Crowder, M.J. and Hand, J. (1990). **Analysis of Repeated Measures**. London: Chapman and Hall
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   - Lindsey, J.K. (1993). **Models for Repeated Measurements**. Oxford: Oxford University Press.   - Lindsey, J.K. (1993). **Models for Repeated Measurements**. Oxford: Oxford University Press.
   - Molenberghs,​ G. and Verbeke, G. (2005). **Models for Discrete Longitudinal Data**. New York: Springer.   - Molenberghs,​ G. and Verbeke, G. (2005). **Models for Discrete Longitudinal Data**. New York: Springer.
-  - Munzel, U. and Langer, F. (2004). A global view on parametric and nonparametric approaches to the analysis of ordered categorical data. **Biometrical Journal, 46**, 7-18. doi: 10.1002/​bimj.200210001 +  - Munzel, U. and Langer, F. (2004). A global view on parametric and nonparametric approaches to the analysis of ordered categorical data. **Biometrical Journal, 46**, 7-18. \\ doi:​10.1002/​bimj.200210001 
-  - Nobre, J.S. and Singer, J.M. (2007). Residual analysis for linear mixed models. **Biometrical Journal, 49**, 863-875. doi:​10.1002/​bimj.2006.10.341\\ http://​www.ime.usp.br/​~jmsinger/​MAE0610/​Mixedmodelresiduals.pdf\\ http://​www.ime.usp.br/​~jmsinger/​MAE0610/​Nobre&​Singer2007Rcommands.pdf\\ http://​www.ime.usp.br/​~jmsinger/​MAE0610/​lmmresid.r +  - Nobre, J.S. and Singer, J.M. (2007). Residual analysis for linear mixed models. **Biometrical Journal, 49**, 863-875. ​\\ doi:​10.1002/​bimj.2006.10.341 
-  - Nobre, J.S. and Singer, J.M. (2011). Leverage analysis for linear mixed models. **Journal of Applied Statistics, 38,** 1063–1072 \\ doi: 10.1080/​02664761003759016 ​+  - Nobre, J.S. and Singer, J.M. (2011). Leverage analysis for linear mixed models. **Journal of Applied Statistics, 38,** 1063–1072 \\ doi:​10.1080/​02664761003759016 ​
   - Paulino, C.D. e Singer, J.M. (2006). **Análise de dados categorizados**. São Paulo: Blücher   - Paulino, C.D. e Singer, J.M. (2006). **Análise de dados categorizados**. São Paulo: Blücher
-  - Rocha, F.M.M. and Singer, J.M. (2017). Selection of terms in random coefficient regression models. Journal of Applied Statistics ​(accepted) ​\\ http://dx.doi.org/10.1080/​02664763.2016.1273884 +  - Rocha, F.M.M. and Singer, J.M. (2018). Selection of terms in random coefficient regression models. ​**Journal of Applied Statistics, 45**, 225-242. ​\\ doi:10.1080/​02664763.2016.1273884 
-  - Shah, D.A. and Madden, L.V. (2004). Nonparametric analysis of ordinal data in designed factorial experiments. **Phytopathology,​ 94**, 33-43. doi: 10.1094/​PHYTO.2004.94.1.33 ​+  - Shah, D.A. and Madden, L.V. (2004). Nonparametric analysis of ordinal data in designed factorial experiments. **Phytopathology,​ 94**, 33-43. ​\\ doi:​10.1094/​PHYTO.2004.94.1.33 ​
   - Singer, J.M. and Andrade, D.F. (2000). Analysis of longitudinal data. In **Handbook of Statistics, Volume 18: Bio-Environmental and Public Health Statistics**,​\\ ​ eds. P.K. Sen and C.R. Rao. Amsterdam: North Holland, 115-160.   - Singer, J.M. and Andrade, D.F. (2000). Analysis of longitudinal data. In **Handbook of Statistics, Volume 18: Bio-Environmental and Public Health Statistics**,​\\ ​ eds. P.K. Sen and C.R. Rao. Amsterdam: North Holland, 115-160.
-  - Singer, J.M., Nobre, J.S. e Rocha, F.M.M. (2018). **Análise de Dados Longitudinais** (versão parcial preliminar).\\ http://​www.ime.usp.br/​~jmsinger/​MAE0610/​Singer&​Nobre&​Rocha2018jun.pdf ​(<fc #​FF0000>​NOVO</​fc>​) +  - Singer, J.M., Nobre, J.S. e Rocha, F.M.M. (2018). **Análise de Dados Longitudinais** (versão parcial preliminar).\\ http://​www.ime.usp.br/​~jmsinger/​MAE0610/​Singer&​Nobre&​Rocha2018jun.pdf  
-  - Singer, J.M., Poleto, F.Z. and Rosa, P. (2004). Parametric and nonparametric analyses of repeated ordinal categorical data. **Biometrical Journal, 46**, 460-473. doi: 10.1002/​bimj.200310045 +  - Singer, J.M., Poleto, F.Z. and Rosa, P. (2004). Parametric and nonparametric analyses of repeated ordinal categorical data. **Biometrical Journal, 46**, 460-473. ​\\ doi: 10.1002/​bimj.200310045 
-  - Singer, J.M., Rocha, F.M.M. and Nobre, J.S. (2016). Graphical tools for detecting departures from linear mixed model assumptions and some remedial measures. **International ​Satistical ​Review** ​(accepted).\\ doi:​10.1111/​insr.12178 ​  ​+  - Singer, J.M., Rocha, F.M.M. and Nobre, J.S. (2017). Graphical tools for detecting departures from linear mixed models ​assumptions and some remedial measures. **International ​Statistical ​Review, 85**, 290-324. \\ doi:​10.1111/​insr.12178 
 +  - Singer, J.M., Rocha, F.M.M., André, C.D.S. and Zerbini, T. (2019). Fitting mixed models to messy longitudinal data: a case study involving estimation of post mortem intervals. **Brazilian Journal of Probability and Statistics, 33**, 161-183.\\ doi:​10.1214/​17-BJPS382 ​
   - Verbeke, G. and Molenberghs,​ G. (2001). **Linear Mixed Models for Longitudinal Data**. New York: Springer.   - Verbeke, G. and Molenberghs,​ G. (2001). **Linear Mixed Models for Longitudinal Data**. New York: Springer.
   - Vonesh, E.F. and Chinchilli, V.M. (1997). **Linear and Nonlinear Models for the Analysis of Repeated Measurements**. New York: Marcel Dekker.   - Vonesh, E.F. and Chinchilli, V.M. (1997). **Linear and Nonlinear Models for the Analysis of Repeated Measurements**. New York: Marcel Dekker.
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   * **Avaliação**   * **Avaliação**
  
-  - **Exercícios** ​(70%)\\ Grupos de 4 ou 5 alunos. +  - **Exercícios**  
-  - **Provas** ​(30%)26/04 e 21/06 +  - **Provas** : 
-  - **Reavaliação**: ​<fc #​FF0000>​25/​07/​2017 às 10:​00</​fc>​. ​+  - **Reavaliação**: ​ 
  
   * **Listas de exercícios**   * **Listas de exercícios**
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   - Os comandos R comentados devem ser enviados por correio eletrônico num arquivo rotulado conforme as indicações acima.   - Os comandos R comentados devem ser enviados por correio eletrônico num arquivo rotulado conforme as indicações acima.
  
-  * Lista 1 Exercícios ​1.4.1, 1.4.2 e 1.4.3 de Singer&​Nobre&​Rocha2017mar. Entrega em 22/03/2017. +  * Lista 1 Exercícios  
-  * Lista 2 Exercícios ​2.7.3, 2.7.6 e 2.7.7 de Singer&​Nobre&​Rocha2017abr. Entrega em 19/04/2017. +  * Lista 2 Exercícios  
-  * Lista 3 Exercícios ​2.7.7 e 2.7.10 de Singer&​Nobre&​Rocha2017mai. Entrega em 24/05/2017. +  * Lista 3 Exercícios  
-  * Lista 4 Exercício 3.6.1 de Singer&​Nobre&​Rocha2017junho. Entrega em 28/​06/​2017. +  * Lista 4 Exercícios ​
  
  
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   * Comandos e resultados para a análise de perfis do Exemplo 5.5.1 de Singer&​Nobre&​Rocha2017mai. http://​www.ime.usp.br/​~jmsinger/​MAE0610/​exemp551.pdf   * Comandos e resultados para a análise de perfis do Exemplo 5.5.1 de Singer&​Nobre&​Rocha2017mai. http://​www.ime.usp.br/​~jmsinger/​MAE0610/​exemp551.pdf
   * Comandos e resultados para a análise de perfis do Exemplo 5.6.1 de Singer&​Nobre&​Rocha2017mai. http://​www.ime.usp.br/​~jmsinger/​MAE0610/​exemp561.pdf   * Comandos e resultados para a análise de perfis do Exemplo 5.6.1 de Singer&​Nobre&​Rocha2017mai. http://​www.ime.usp.br/​~jmsinger/​MAE0610/​exemp561.pdf
-  ​* Rocha, F.M.M. and Singer, J.M. (2017). Selection of terms in random coefficient regression models. Journal of Applied Statistics (accepted) http://​www.ime.usp.br/​~jmsinger/​MAE0610/​Rocha&​Singer2017JAS.pdf+  ​
  
  
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