{"id":24,"date":"2025-12-05T16:25:39","date_gmt":"2025-12-06T00:25:39","guid":{"rendered":"https:\/\/community.cob.sjsu.edu\/abindu\/points\/forecasting-absenteeism\/"},"modified":"2025-12-05T16:25:39","modified_gmt":"2025-12-06T00:25:39","slug":"forecasting-absenteeism","status":"publish","type":"points","link":"https:\/\/community.cob.sjsu.edu\/abindu\/points\/forecasting-absenteeism\/","title":{"rendered":"Forecasting Absenteeism"},"content":{"rendered":"<p>For this project, our goal was to analyze absenteeism data across five student groups in the San Jose Unified School District and determine which forecasting methods provided the most accurate prediction. The four methods we tested were Simple Moving Average, Weighted Moving Average, Exponential Smoothing, and Linear Trend. We found that the Weighted Moving Average worked best for English Learners, Students with Disabilities and Socioeconomically Disadvantaged students, while the Linear Trend method worked best for Foster Youth and Homeless Youth due to the steady increase. Through this project, I learned how to compare different forecasting methods using MAE, MSE, and MAPE, interpret time-series trends, and understand how analytics can support practical decision making.<\/p>\n<p>&nbsp;<\/p>\n<p>&lt;img class=&quot;&quot; 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\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