On the (Mis)Use of Machine Learning With Panel Data
ABSTRACT We provide the first systematic assessment of data leakage issues in the use of machine learning on panel data. Our organising framework clarifies why neglecting the cross‐sectional and longitudinal structure of these data leads to hard‐to‐detect data leakage, inflated out‐of‐sample performance, and an inadvertent overestimation of the real ...
Augusto Cerqua +2 more
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This book is Open Access. A digital copy can be downloaded for free from Wiley Online Library.
Explores the behavior of carbon in minerals, melts, and fluids under extreme conditions
Carbon trapped in diamonds and carbonate-bearing rocks in subduction zones are examples of the continuing exchange of substantial carbon ...
wiley +1 more source
Pro-Secular? Luke\u27s Relationship with Roman Imperial System and Culture [PDF]
In lieu of an abstract, below is the essay\u27s first paragraph. He has…rescued [us] from the hands of our enemies, [so that] without fear we might worship him in holiness and righteousness before him all our days.
Santandreu, Peter
core +1 more source
Sulphur‐mediated iron homeostasis in four tetraploid wheats (Triticum turgidum L.)
Polish wheat's tolerance to S limitation enables a well‐orchestrated response for efficient Fe acquisition when S is scarce, involving increased Fe accumulation, enhanced phytosiderophore release, and upregulated TdIRO2 and TdYSL15 expression. Abstract Sulphur (S) deficiency is known to hinder iron (Fe) uptake and distribution in wheat, mainly by ...
E. Coppa +6 more
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Cityscapes in Roman Painting: The Amphitheater Riot Fresco as a Piece of “Popular Art”
The famous Riot Fresco from Pompeii (c. A.D. 62-79) depicts the infamous A.D. 59 rumble between rival Pompeians and Nucerians in and around the formers’ Amphitheater.
Kevin Stuart Lee
doaj
From Everyman to Hamlet: A Distant Reading
Abstract The sixteenth century sees English drama move from Everyman to Hamlet: from religious to secular subject matter and from personified abstractions to characters bearing proper names. Most modern scholarship has explained this transformation in terms originating in the work of Jacob Burckhardt: concern with religion and a taste for ...
Vladimir Brljak
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Abstract Due to their prolonged and multicultural nature, councils functioned historically as hubs for the exchange of ideas, discourse, diplomacy and rhetoric, reflecting broader cultural trends. In the Middle Ages, no international forums were comparable to ecumenical councils, where diverse and influential groups from various regions convened to ...
Federico Tavelli
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An annotated bibliography of aids for improving understanding of Julius Caesar [PDF]
Thesis (Ed.M.)--Boston ...
Muir, Frederick R
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Contextualizing the Cappella Cesi: Sangallo, Façades, and Renaissance Collaboration
Abstract This article reframes Antonio da Sangallo the Younger's oft‐overlooked cappella Cesi nave façade in Santa Maria della Pace not as an isolated design deviation but as part of a broader architectural and artistic conversation among major players in early sixteenth‐century Rome.
Alexis Culotta
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