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Titlebook: Advances and Innovations in Statistics and Data Science; Wenqing He,Liqun Wang,Chunfang Devon Lin Book 2022 The Editor(s) (if applicable)

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https://doi.org/10.1007/978-981-99-9085-6bserved in the entire domain. However, works on functional linear regression model with partially observed trajectories have received less attention. In this paper, to fill the literature gap we consider the scenario where individual functional predictor maybe observed only on part of the domain. De
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https://doi.org/10.1007/978-981-97-1060-7heir sample space is the simplex. Compositional data arise in many applications across a variety of disciplines such as ecology, geology, demography, and economics to name a few. For some time, log-ratio methods have been a popular approach for analyzing compositional data and have motivated much of
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https://doi.org/10.1007/978-981-97-1060-7 data. Although many variables like GDP, inflation, and commodity prices are imprecisely measured, research focusing on the mismeasured response processes in GARCH models is sparse. We study a dynamic model with ARCH error where the underlying process is latent and subject to additive measurement er
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Blue Carbon Dynamics of the Indian Oceanandfall on September 13, 2008 and caused widespread damage. An important objective was to chart the extent of symptoms of Post-Traumatic Stress Disorder (PTSD) in the resident population over the following months. Wave 1 of the survey was conducted between November 17, 2008 and March 24, 2009. Waves
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