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Marques, C. & Dias, J. G. (2014). The impact of population heterogeneity on factor analysis estimation. XXI Jornadas de Classificação e Análise de Dados (JOCLAD2014).
C. M. Marques and J. M. Dias, "The impact of population heterogeneity on factor analysis estimation", in XXI Jornadas de Classificação e Análise de Dados (JOCLAD2014), Lisboa, 2014
@misc{marques2014_1732205149441, author = "Marques, C. and Dias, J. G.", title = "The impact of population heterogeneity on factor analysis estimation", year = "2014", howpublished = "Outro", url = "https://sites.google.com/site/joclad2014/programa-detalhado" }
TY - CPAPER TI - The impact of population heterogeneity on factor analysis estimation T2 - XXI Jornadas de Classificação e Análise de Dados (JOCLAD2014) AU - Marques, C. AU - Dias, J. G. PY - 2014 SN - 978-989-98955 CY - Lisboa UR - https://sites.google.com/site/joclad2014/programa-detalhado AB - This paper discusses the impact of population heterogeneity on factor analysis under the homogeneity assumption and potential biases resulting from aggregation. An illustration using the Holzinger-Swineford Mental Abilities data shows that the factor mixture model relaxes factor analysis specification taking population heterogeneity and potential outliers into account. ER -