How much uncertainty does the choice of data transforming method brings to heat risk mapping? Evidence from China
Sign Up to like & getrecommendations! Published in 2021 at "Natural Hazards"
DOI: 10.1007/s11069-020-04466-y
Abstract: Increasing extreme heat events have threatened human health seriously in the context of global climate change. As an important policy tool to resist heat-related risks, growing attentions have been paid on heat risk mapping researches… read more here.
Keywords: heat risk; data transforming; method; risk mapping ... See more keywords
Data transforming augmentation for heteroscedastic models
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Computational and Graphical Statistics"
DOI: 10.1080/10618600.2019.1704295
Abstract: Abstract Data augmentation (DA) turns seemingly intractable computational problems into simple ones by augmenting latent missing data. In addition to computational simplicity, it is now well-established that DA equipped with a deterministic transformation can improve… read more here.
Keywords: transforming augmentation; data transforming; heteroscedastic models; dta scheme ... See more keywords
Five ways data is transforming music
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DOI: 10.1111/j.1740-9713.2018.01106.x
Abstract: Digital technology turned the music industry on its head. But the revolution is not yet over. Robert Langkjaer-Bain explains how data is changing the way music is created, shared, heard and understood read more here.
Keywords: transforming music; five ways; data transforming; ways data ... See more keywords