What is multivariate statistical analysis?

Course Name: Multivariate Statistical Analysis Training Course: Level 1 Theory and Practical Examples *Software and lectures are in Japanese Multivariate statistical analysis is powerful in discovering and elucidating the information and interrelationships hidden in big data, enabling rapid solutions to problems across various fields. In this course, you will intensively learn how to quickly interpret the relationships in complex data and how to apply the latest multivariate analysis techniques demanded in industry and research. The content is practical, with minimal mathematical explanations. Upon completion of this course, you will be able to smoothly start optimizing product processes, conducting difference analysis and classification, and making quantitative predictions using multivariate analysis. ◇ Content This course will help build a foundation of knowledge and practice in the basics and principles of multivariate analysis. In addition to theoretical lectures, analyses using real data will be conducted. - What is multivariate analysis - Principal Component Analysis: PCA, Outliers - Data checking - Regression analysis - Validation - Prediction of unknown samples - Outliers in regression analysis - Variable selection, etc.

The discovery and clarification of information and interrelationships hidden in big data demonstrate their power in rapidly solving problems across various fields. We offer training courses on topics such as multivariate analysis, spectral analysis, experimental design and optimization, analysis of perceptual and sensory data, and PAT. The operational capability of multivariate analysis sought after in industry and research. In this course, you will acquire the ability to quickly interpret the relationships of complex data and apply the latest multivariate analysis techniques in business. Mathematical explanations are kept to a minimum, focusing on practical content. Upon completion of this course, you will be able to smoothly apply multivariate analysis for product and process optimization, difference analysis and classification, and predictive quantification. We conduct group training and in-house seminars. Group Training 2-day training seminar Theory and practical examples using multivariate analysis The operational capability of multivariate analysis sought after in industry and research. In this course, you will acquire the ability to quickly interpret the relationships of complex data and apply the latest multivariate analysis techniques in business. Mathematical explanations are kept to a minimum, focusing on practical content. Upon completion of this course, you will be able to smoothly apply multivariate analysis for product and process optimization, difference analysis and classification, and predictive quantification.