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This book brings together the latest research results of air quality assessment standards and sustainable development in developing countries. The content is full and the discussion is vivid. These articles are suitable for students and researchers at all levels seeking to understand the status of air pollution, governance standards, and governance effects in developing countries.
greenhouse gases --- collaborative filtering --- Euclid approach degree method --- hierarchical linear model --- pollution --- adaptive clustering analysis --- evolutionary game --- fuzzy comprehensive evaluation --- spatial and temporal difference --- livestock --- AQI --- rough set --- air pollutant --- fuzzy optimization model --- air quality --- Beijing-Tianjin-Hebei region --- functional ANOVA --- environmental supervision --- environmental governance --- primary pollutants --- emission inventory --- N) model --- Beijing --- sustainable development --- PM2.5 concentrations --- environmental target-setting --- entropy weight method --- comprehensive pollution index analysis --- attribute reduction --- functional principal component analysis --- AQI indicators --- Jiangsu province --- vehicle --- haze --- air quality evaluation standards --- China --- interval grey number --- PM2.5 --- carbon emissions --- linear time-varying GM(1 --- forecasting --- grey correlation analysis --- measurement and environment --- performance --- whistleblowing --- relevance analysis --- PSR Model --- wind power development --- air pollution --- spatial and temporal distribution characteristics
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The analysis of big data in biomedical, business and financial research has drawn much attention from researchers worldwide. This collection of articles aims to provide a platform for an in-depth discussion of novel statistical methods developed for the analysis of Big Data in these areas. Both applied and theoretical contributions to these areas are showcased.
Information technology industries --- Computer science --- bandwidth selection --- correlation --- edge-preserving image denoising --- image sequence --- jump regression analysis --- local smoothing --- nonparametric regression --- spatio-temporal data --- linear mixed model --- ridge estimation --- pretest and shrinkage estimation --- multicollinearity --- asymptotic bias and risk --- LASSO estimation --- high-dimensional data --- big data adaptation --- dividend estimation --- options markets --- weighted least squares --- online health community --- social support --- network analysis --- cancer --- functional principal component analysis --- functional predictor --- linear mixed-effects model --- mobile device --- sparse group regularization --- wearable device data --- Bayesian modeling --- functional regression --- gestational weight --- infant birth weight --- joint modeling --- longitudinal data --- maternal weight gain --- transfer learning --- deep learning --- pretrained neural networks --- chest X-ray images --- lung diseases --- causal structure learning --- consistency --- FCI algorithm --- high dimensionality --- nonparametric testing --- PC algorithm --- fMRI --- functional connectivity --- brain network --- Human Connectome Project --- statistics
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