Methods for prediction and forecasting
Course objectives
Learning goals. Main goal is the ability to conduct a statistically correct analysis and a forecasting exercise in all cases where time a fundamental feature of the analyzed data. Knowledge and understanding. Demonstrate knowledge and understanding ability that extend those typical of a basic course in time series analysis, and allow also to develop original forecast proposal, on integrating different methodologies. Applying knowledge and understanding. Solving complex problem related to the time dynamics of several phenomena measured on different scales and with different methods. Making judgements. At the end of the course, the student will have the ability to integrate knowledge and perform analysis of complex phenomena integrating different methodologies, also in presence of limited, incomplete or biased information. Communication skills. At the end of the course, the student will have the ability to communicate the results of a detailed statistical analysis, illustrating the main steps and motivation also to non-specialized audience. Learning skills. To study in a self-managed fashion.
- Lesson code10612043
- Academic year2025/2026
- Coursecorso|33518
- CurriculumData analytics
- Year2nd year
- Semester1st semester
- SSDSECS-S/03
- CFU6
- Subject areaStatistico applicato