Application of Thin-plate Spline and Distributed Lag Non-linear Model to Describe the Interactive Effect of Two Predictors on Count Outcomes

Application of Thin-plate Spline and Distributed Lag Non-linear Model to Describe the Interactive Effect of Two Predictors on Count Outcomes

This study illustrates a new version of the distributed lag non-linear model by integrating it with the thin-plate smoothing spline. The new model is called 'the thin-plate distributed lag non-linear model' and helps explore the lagged interactive effect of two predictors on the outcome. T...

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Main Author: Nguyen M.T.N.
Other Authors: Mahidol University
Format: Conference or Workshop Item
Published: 2023
Subjects:
Engineering
Online Access:https://repository.li.mahidol.ac.th/handle/123456789/84610
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spelling th-mahidol.846102023-06-19T00:12:04Z Application of Thin-plate Spline and Distributed Lag Non-linear Model to Describe the Interactive Effect of Two Predictors on Count Outcomes Nguyen M.T.N. Mahidol University Engineering This study illustrates a new version of the distributed lag non-linear model by integrating it with the thin-plate smoothing spline. The new model is called 'the thin-plate distributed lag non-linear model' and helps explore the lagged interactive effect of two predictors on the outcome. Through simulation, it is found that the thin-plate distributed lag non-linear model has superior performance. We apply the proposed model to analyze the mutual effect of diurnal temperature and absolute humidity on daily mortality of realistic data. 2023-06-18T17:12:03Z 2023-06-18T17:12:03Z 2022-01-01 Conference Paper Proceedings - 2022 9th NAFOSTED Conference on Information and Computer Science, NICS 2022 (2022) , 69-74 10.1109/NICS56915.2022.10013444 2-s2.0-85147332934 https://repository.li.mahidol.ac.th/handle/123456789/84610 SCOPUS
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Engineering
spellingShingle Engineering
Nguyen M.T.N.
Application of Thin-plate Spline and Distributed Lag Non-linear Model to Describe the Interactive Effect of Two Predictors on Count Outcomes
description This study illustrates a new version of the distributed lag non-linear model by integrating it with the thin-plate smoothing spline. The new model is called 'the thin-plate distributed lag non-linear model' and helps explore the lagged interactive effect of two predictors on the outcome. Through simulation, it is found that the thin-plate distributed lag non-linear model has superior performance. We apply the proposed model to analyze the mutual effect of diurnal temperature and absolute humidity on daily mortality of realistic data.
author2 Mahidol University
author_facet Mahidol University
Nguyen M.T.N.
format Conference or Workshop Item
author Nguyen M.T.N.
author_sort Nguyen M.T.N.
title Application of Thin-plate Spline and Distributed Lag Non-linear Model to Describe the Interactive Effect of Two Predictors on Count Outcomes
title_short Application of Thin-plate Spline and Distributed Lag Non-linear Model to Describe the Interactive Effect of Two Predictors on Count Outcomes
title_full Application of Thin-plate Spline and Distributed Lag Non-linear Model to Describe the Interactive Effect of Two Predictors on Count Outcomes
title_fullStr Application of Thin-plate Spline and Distributed Lag Non-linear Model to Describe the Interactive Effect of Two Predictors on Count Outcomes
title_full_unstemmed Application of Thin-plate Spline and Distributed Lag Non-linear Model to Describe the Interactive Effect of Two Predictors on Count Outcomes
title_sort application of thin-plate spline and distributed lag non-linear model to describe the interactive effect of two predictors on count outcomes
publishDate 2023
url https://repository.li.mahidol.ac.th/handle/123456789/84610
_version_ 1781414480595386368

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