التفاصيل البيبلوغرافية
| العنوان: |
Leave-one-out cross validation model comparison using the estimated difference in ELPD (expected log pointwise predictive probabilities). |
| المؤلفون: |
Sarah Kada, Gabriela Paz-Bailey, Laura E. Adams, Michael A. Johansson |
| سنة النشر: |
2024 |
| مصطلحات موضوعية: |
Neuroscience, Biotechnology, Ecology, Cancer, Infectious Diseases, Environmental Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, secondary case model, routine surveillance combined, monitor arbovirus circulation, guiding vaccine deployment, 7 %&# 8211, 044 &# 8211, 02 %&# 8211, 00002 &# 8211, dengue virus transmission, dengue may change, surveillance data better, us virgin islands, e ., force, 2010 &# 8211, territories , time within jurisdictions, us territories, dengue viruses, serological data, puerto rico, primary infections, powerful tools |
| الوصف: |
ELPD is a measure of out-of-sample predictive accuracy, as estimated by the Bayesian leave-one-out cross validation (LOO). We compared model P (cases as primary) to models PS and S (primary and secondary cases and secondary cases only). Models under the horizontal bar at 0 fit the data better than model P (reference). Vertical bars represent the corresponding standard error of the difference in ELPD. |
| نوع الوثيقة: |
still image |
| اللغة: |
unknown |
| العلاقة: |
https://figshare.com/articles/figure/Leave-one-out_cross_validation_model_comparison_using_the_estimated_difference_in_ELPD_expected_log_pointwise_predictive_probabilities_/25328561Test |
| DOI: |
10.1371/journal.pntd.0011143.g004 |
| الإتاحة: |
https://doi.org/10.1371/journal.pntd.0011143.g004Test
https://figshare.com/articles/figure/Leave-one-out_cross_validation_model_comparison_using_the_estimated_difference_in_ELPD_expected_log_pointwise_predictive_probabilities_/25328561Test |
| حقوق: |
CC BY 4.0 |
| رقم الانضمام: |
edsbas.C48BD29A |
| قاعدة البيانات: |
BASE |
