Applied Time Series Analysis

Timeline
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March 2, 2022Experience start
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March 3, 2022Project Scope Meeting
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May 6, 2022Experience end
Timeline
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March 2, 2022Experience start
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March 3, 2022Project Scope Meeting
Meeting between students and company to confirm: project scope, communication styles, and important dates.
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May 6, 2022Experience end
Experience scope
Categories
Data analysisSkills
autoregressive integrated moving average (arima) state space generalized autoregressive conditional heteroskedasticity online communication time series forecastingLooking 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 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
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March 2, 2022Experience start
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March 3, 2022Project Scope Meeting
-
May 6, 2022Experience end
Timeline
-
March 2, 2022Experience start
-
March 3, 2022Project Scope Meeting
Meeting between students and company to confirm: project scope, communication styles, and important dates.
-
May 6, 2022Experience 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:
Timeline
-
March 2, 2022Experience start
-
March 3, 2022Project Scope Meeting
-
May 6, 2022Experience end
Timeline
-
March 2, 2022Experience start
-
March 3, 2022Project Scope Meeting
Meeting between students and company to confirm: project scope, communication styles, and important dates.
-
May 6, 2022Experience end