Results 131 to 140 of about 2,542,650 (299)
Comparative Analysis of Model‐Agnostic Explanation Methods in Materials Science
Advanced Intelligent Systems, EarlyView.To address the critical lack of explainable artificial intelligence (XAI) benchmarks in materials science, we present a quantitative and qualitative analysis of six XAI methods applied to molecular fingerprints. Our results reveal significant discrepancies in feature importance rankings, demonstrating that the chosen explanation approach introduces ...
Anna Przybyłowska +7 more
wiley +1 more source
Censored Quantile Regression Redux [PDF]
Quantile regression for censored survival (duration) data offers a more flexible alternative to the Cox proportional hazard model for some applications. We describe three estimation methods for such applications that have been recently incorporated into ...
Roger Koenker
core
DyCoDiff: Dynamic Collaborative Diffusion for Text‐Image‐Audio‐to‐Video
Advanced Intelligent Systems, EarlyView.DyCoDiff enables text, image, and audio conditions to collaborate before temporal video generation. A multimodal condition fusion layer injects gated text‐centric fusion into the temporal branch, while collaborative losses align generated videos with semantic, visual, and dynamic audio cues for rhythm‐sensitive text‐image‐audio‐to‐video synthesis. Text‐
Youming Zhang +3 more
wiley +1 more source
A note on the use of quantile regression in beta convergence analysis [PDF]
We discuss how to interpret conflicting results obtained by the use of quantile regression methods in growth regression tests of β-convergence hypothesis and the results obtained by nonparametric methods.
Marcio Laurini
core
American Journal of Medical Genetics Part B: Neuropsychiatric Genetics, EarlyView.ABSTRACT Psychobehavioral and physical health traits often co‐occur. Although previous studies have identified associations between neuroticism, psychological distress, insomnia, and inflammatory biomarkers such as C‐reactive protein (CRP), it remains unclear whether there is a genetic basis to these associations, and which biological pathways are ...
Lydia M Li +4 more
wiley +1 more source
The Unemployment and Growth Nexus in Türkiye: A Quantile-on Quantile Regression Analysis
İktisat Politikası Araştırmaları DergisiThis study investigates the relationship between economic growth and unemployment in Türkiye over the period 2005: Q1-2024:Q4 using the Quantile-on-Quantile Regression (QQR) approach.
Yeşim Erönal
doaj +1 more source
Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure [PDF]
Quantile regression(QR) fits a linear model for conditional quantiles, just as ordinary least squares (OLS) fits a linear model for conditional means. An attractive feature of OLS is that it gives the minimum mean square error linear approximation to the
Victor Chernozhukov +2 more
core
Housing as Asset‐Based Welfare in Australia: An Investigation Through a Consumption Lens
Australian Journal of Social Issues, EarlyView.ABSTRACT Housing asset‐based welfare has long been a key component of Australia's social policy. This resonates with a parallel literature identifying a trade‐off between homeownership and the size of nations' welfare states, wherein owner‐occupiers in smaller welfare states tend to come to rely on housing wealth to meet many of their welfare needs ...
Gavin A. Wood +3 more
wiley +1 more source
The Impact of Natural Amenity on Farmland Values: A Quantile Regression Approach [PDF]
The objective of this study is to estimate the impact of natural amenity on farmland values in the contiguous United States using a quantile regression approach and data from the 2006, 2007, and 2008 Agricultural Resource Management Surveys.
Uematsu, Hiroki, Mishra, Ashok K.
core
Volunteering, Crime and Secondary School Attendance: Evidence From Queensland
Australian Journal of Social Issues, EarlyView.ABSTRACT Student absenteeism is a critical issue in Australia and worldwide, with alarming declines in attendance rates further exacerbated by the COVID‐19 pandemic. While research has long highlighted the relevance of school and family factors, less is known about how the broader community context shapes attendance.
Matthias Kubler +5 more
wiley +1 more source