Gaussian process emulation to improve efficiency of computationally intensive multidisease models: a practical tutorial with adaptable R code

Abstract Background The rapidly growing burden of non-communicable diseases (NCDs) among people living with HIV in sub-Saharan Africa (SSA) has expanded the number of multidisease models predicting future care needs and health system priorities. Usefulness of these models depends on their ability to...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:BMC Medical Research Methodology
المؤلفون الرئيسيون: Sharon Jepkorir Sawe, Richard Mugo, Marta Wilson-Barthes, Brianna Osetinsky, Stavroula A. Chrysanthopoulou, Faith Yego, Ann Mwangi, Omar Galárraga
التنسيق: مقال
اللغة:الإنجليزية
منشور في: BMC 2024-01-01
الموضوعات:
Tutorial
Emulation
Gaussian process
Bayesian analysis
HIV
Hypertension
الوصول للمادة أونلاين:https://doi.org/10.1186/s12874-024-02149-x

الانترنت

https://doi.org/10.1186/s12874-024-02149-x

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