- Docente: Christian Martin Hennig
- Crediti formativi: 6
- Lingua di insegnamento: Inglese
- Modalità didattica: Convenzionale - Lezioni in presenza
- Campus: Bologna
- Corso: Laurea in Scienze statistiche (cod. 8873)
Conoscenze e abilità da conseguire
By the end of the course the student will develop advanced expertise in formulating and implementing statistical approaches to practical problems in a wide variety of subject areas. To integrate material covered in various lecture courses with skills developed through practical work in order to solve real-world problems. By the end of this course students will be able to: - formulate questions of interest and identify relevant informal and formal statistical methodology for a wide variety of practical contexts; - implement the various stages of advanced statistical analysis appropriately in R; - interpret the output of R procedures; - critically collate results and conclusions; - present the main results and conclusions in the form of concise summaries; - present results of analyses in the form of written reports; - critically assess published applications of statistical analysis; - work independently on practical data analysis problems.
Contenuti
The course will confront the student with a number of case studies covering different areas such as quality control, time series, experimental design, nonparametric methods, analysis of ordinal and categorical data, regression and related methods.
Testi/Bibliografia
To be posted on Insegnamenti Online/Moodle
Metodi didattici
In-class lectures, lab work, student presentations and discussions
Modalità di verifica e valutazione dell'apprendimento
The course will be assessed by student reports and presentations on the case study. Students who cannot give a presentation during the course will be examined orally on flexible individually agreed dates, additionally to having to prepare the reports.
Strumenti a supporto della didattica
Supporting material to be posted on Insegnamenti Online/Moodle
Orario di ricevimento
Consulta il sito web di Christian Martin Hennig