Level: Advanced
【Presenter】
SAS Institute Japan K.K. JMP Japan Division
Technical Group Senior Tester Yusuke Ono
[Presentation overview]
For those already familiar with basic statistical knowledge such as linear regression analysis, maximum likelihood estimation, and multivariate normal distributions, I will introduce the new capabilities of the Structural Equation Models platform in JMP Pro 17. The Structural Equation Models platform in JMP Pro allows you to estimate linear models with latent variables based on full information maximum likelihood estimation assuming a multivariate normal distribution. Perform inference on a wide range of linear models, including path analysis with latent variables and confirmatory factor analysis. Since the model assumed by the analyst can be specified by drawing a path diagram, the relationship between variables in the assumed model can be intuitively understood. JMP Pro 17 also supports multi-population analysis. After briefly introducing some of the models that can be fitted with structural equation models, I will introduce the new features of JMP Pro 17, focusing on multi-population analysis.
[Presenter profile]
1994 Graduated from the Faculty of Letters, Hokkaido University. In 1996, he joined Sass Institute Japan Co., Ltd. (at that time). Engaged in customer support related to statistics in the technical support department. After leaving the company in 2001, he worked as a biostatistician at a pharmaceutical company, a programmer at a manufacturing engineering company, and a freelancer before rejoining SAS Institute Japan in 2005. As a tester in the JMP Japan division, he is involved in software testing and translation proofreading. 2014, RSS/JSS Graduate Diploma (Passing with Distinction and Japan Statistical Society Statistical Test RSS/JSS Best Results Award). 2012, Statistical Test Grade 1 (Biostatistics). Co-translated by Tourangeau, R., Conrad, F. G., and Couper (Authors) Noboru Ohsumi, Makiko Nio, Junji Ida, Yusuke Ono (2013 translation) Science of Web Research, Asakura Publishing, Le Roux, B. and Rouanet, H. (Authors) Noboru Ohsumi, Ono Translated by Yusuke and Makiko Nio (2010), Multiple Correspondence Analysis Ohm.
