Applied Time Series Analysis

STAT 4/6280
Closed
The University of Georgia
Athens, Georgia, United States
Associate Professor
(1)
3
Timeline
  • March 2, 2022
    Experience start
  • March 3, 2022
    Project Scope Meeting
  • May 6, 2022
    Experience end
Experience
2/5 project matches
Dates set by experience
Preferred companies
Anywhere
Any
Any industries

Experience scope

Categories
Data analysis
Skills
autoregressive integrated moving average (arima) state space generalized autoregressive conditional heteroskedasticity online communication time series forecasting
Student goals and capabilities

Looking to elevate your organization, and bring it to the next level? Bring on students from the University of Georgia to be your student-consultants, in a project-based experience. Students will work on one main project over the course of the semester, connecting with you as needed with virtual communication tools.

Students in this program will apply techniques from the course to analyze the data. This includes trends and seasonality, as well as forecasting with ARIMA models. Stronger groups may be able to handle spectral, ARCH/GARCH, or state-space models.

Students

Students
Undergraduate
Any level
10 Students
Project
20 hours per Student
Students self-assign
Teams of 2
Expected outcomes and deliverables

Students will provide a written report detailing the analysis of the provided data. Students will also prepare a short final presentation of their analysis.

Project timeline
  • March 2, 2022
    Experience start
  • March 3, 2022
    Project Scope Meeting
  • May 6, 2022
    Experience end

Project Examples

Requirements

Students in groups of 2 will work with your company to identify your needs and provide actionable recommendations, based on their in-depth research and analysis.

Project examples that students can complete may include, but are not limited to:

  • Streamflow
  • Municipal water usage
  • Beer demand; seasonality of beer demand
  • Temperature trends
  • Intervention Analysis (e.g., psychiatric hospitalizations after a policy change)

Additional company criteria

Companies must answer the following questions to submit a match request to this experience:

  • Q - Checkbox
  • Q - Checkbox
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