Statistical consulting
[STAT3220]
[30h] 5 credits
This course is taught in the 1st & 2d semester.
Teacher(s): Bernadette Govaerts
Language: English
Aims
- statistical analysis of real life data (from problem method),
- communication (discussion with clients, oral and written presentation of results),
- aspects of professionalism and ethical conduct (planning, cost, good practice)
To accomplish these objectives, the participants will work on two real life consulting projects and their evaluation provides the main part of their grade.
Main themes
- practical issues in data analysis (missing values, outliers, transformations)
- review of common statistical analysis methods (regression, ANOVA, multivariate analysis; choice depends on selected projects)
- communication with clients (project discussions, presentation of results, report writing)
- professional and ethical conduct (analysis plan and cost estimation, mutual responsibilities of statistician and client, truthful representation, guidelines for ethical conduct)
- practical problem solving in two real life cases coming from diverse application areas including medecine, psychology, engineering, agronomy and business ...
Content and teaching methods
- practical issues in data analysis (missing values, outliers, transformations)
- review of common statistical analysis methods (regression, ANOVA, multivariate analysis; choice depends on selected projects)
- communication with clients (project discussions, presentation of results, report writing)
- professional and ethical conduct (analysis plan and cost estimation, mutual responsibilities of statistician and client, truthful representation, guidelines for ethical conduct)
- practical problem solving in two real life cases coming from diverse application areas including medecine, psychology, engineering, agronomy and business ...