I have nearly 18 years of experience in research in data analysis, more specifically in quantitative analysis.
My teaching and supervision activities is carried out in four areas:
Questionnaire analysis: We distinguish between univariate analysis (descriptive and inferential statistics), bivariate analysis (correlation and independence), and multivariate analysis (PCA, CA, MCA, FAMD, MFA, LDA, ANOVA, K-means, HCA , ...)
Econometric analysis: mainly linear regression models (single and multiple), logistic regression models and time series analysis.
The quantitative methods applied in inventory and production management: forecasting techniques, procurement policies, ABC classification, Lot-sizing techniques, MRP.
Quantitative methods applied to quality management: Contrôl charts and Reception control.
In these analysis several software are used, mainly IBM SPSS, SAS, STATA, XLSTAT, Excel, VBA, Sage, Prélude GPAO, Prélude ERP.