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arima model  (SAS institute)


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    SAS institute arima model
    Arima Model, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/arima model/product/SAS institute
    Average 90 stars, based on 1 article reviews
    arima model - by Bioz Stars, 2026-06
    90/100 stars

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    Fig. 1 | Growth of opioid discussions amongst all users on Reddit. a The discussion about opioids on Reddit over time for the top 10 most discussed opioids. Fentanyl has become the most frequently mentioned non-heroin opioid in recent months. b Comment counts for opioids categorized by mu- opioid receptor activity. Mentions of full agonist opioids, those with the highest pain relief and non- medical use potential, have been on the rise since 2010 at a rate similar to heroin mentions and fully surpassing heroin mentions by mid-2017. This change in rates is not identifiable from analyzing the individual opioids.

    Journal: NPJ digital medicine

    Article Title: Monitoring the opioid epidemic via social media discussions.

    doi: 10.1038/s41746-025-01642-x

    Figure Lengend Snippet: Fig. 1 | Growth of opioid discussions amongst all users on Reddit. a The discussion about opioids on Reddit over time for the top 10 most discussed opioids. Fentanyl has become the most frequently mentioned non-heroin opioid in recent months. b Comment counts for opioids categorized by mu- opioid receptor activity. Mentions of full agonist opioids, those with the highest pain relief and non- medical use potential, have been on the rise since 2010 at a rate similar to heroin mentions and fully surpassing heroin mentions by mid-2017. This change in rates is not identifiable from analyzing the individual opioids.

    Article Snippet: The combined near real-time Reddit synthetic opioid ARIMA model had significantly better accuracy in predicting overdose death rates at the national level compared to the lagged CDC-only model, suggesting Reddit data provides incremental predictive validity.

    Techniques: Activity Assay