ANALYZING HIV PREVALENCE AMONG INDIVIDUALS AGED 15-49 YEARS IN JAMAICA USING HOLT’S LINEAR METHOD
Keywords:
Exponential smoothing, Forecasting, HIV prevalence.Abstract
This study uses annual time series data of HIV prevalence among individuals aged 15-49 years for Jamaica from 1990 to 2020 to predict future trends of HIV prevalence over the period 2021 to 2030. The study utilizes Holt’s linear exponential smoothing model. The optimal values of smoothing constants α and β are 0.9 and 0.1 respectively based on minimum MSE. The results of the study indicate that annual HIV prevalence among individuals aged 15-49 years will remain constant around 1.4% over the out of sample period. Therefore, we encourage authorities to put emphasis on HIV case detection, prevention and treatment among high-risk groups especially key populations.
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