What This Document Is
This is a comprehensive course outline for Business Forecasting Using Time Series Methods (ECON 450) at the University of Illinois at Chicago. It serves as a roadmap for the entire semester, detailing the structure, expectations, and key areas of study within the field of time series analysis and forecasting. This outline is designed to give students a clear understanding of the course’s scope and how their performance will be evaluated.
Why This Document Matters
This outline is essential for any student enrolled in or considering enrollment in ECON 450. It’s particularly valuable at the beginning of the semester to understand the course workload, required materials, and the instructor’s expectations. Students can use this outline to plan their study schedule, identify areas where they may need extra support, and ensure they are prepared for assessments. It’s also a useful reference throughout the course to stay on track with topics and deadlines.
Topics Covered
* Foundations of time series analysis and forecasting techniques.
* ARIMA modeling – both non-seasonal and seasonal variations.
* Automated time series modeling approaches utilizing expert systems.
* Transfer function models for single-equation analysis.
* Advanced techniques like intervention analysis and outlier management.
* Application of statistical inference and linear regression principles to time series data.
What This Document Provides
* A detailed course schedule outlining meeting times and location.
* Instructor and Teaching Assistant contact information and office hours.
* A clear breakdown of the grading components and their respective weights.
* Information regarding homework assignments, including late submission policies.
* Details about the midterm examination, including the scheduled date.
* An overview of the required project, including expectations for data selection and analysis.
* Required textbook information.