相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Vecchia-Laplace approximations of generalized Gaussian processes for big non-Gaussian spatial data
Daniel Zilber et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2021)
A General Framework for Vecchia Approximations of Gaussian Processes
Matthias Katzfuss et al.
STATISTICAL SCIENCE (2021)
Fine-Scale Spatiotemporal Air Pollution Analysis Using Mobile Monitors on Google Street View Vehicles
Yawen Guan et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2020)
Vecchia Approximations of Gaussian-Process Predictions
Matthias Katzfuss et al.
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS (2020)
When Gaussian Process Meets Big Data: A Review of Scalable GPs
Haitao Liu et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2020)
Spatial Variable Selection and An Application to Virginia Lyme Disease Emergence
Yimeng Xie et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2019)
Predicting Fine-Scale Daily NO2 for 2005-2016 Incorporating OMI Satellite Data Across Switzerland
Kees de Hoogh et al.
ENVIRONMENTAL SCIENCE & TECHNOLOGY (2019)
Performance of Prediction Algorithms for Modeling Outdoor Air Pollution Spatial Surfaces
Jules Kerckhoffs et al.
ENVIRONMENTAL SCIENCE & TECHNOLOGY (2019)
A Case Study Competition Among Methods for Analyzing Large Spatial Data
Matthew J. Heaton et al.
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS (2019)
High-resolution mapping of traffic related air pollution with Google street view cars and incidence of cardiovascular events within neighborhoods in Oakland, CA
Stacey E. Alexeeff et al.
ENVIRONMENTAL HEALTH (2018)
Geostatistical Prediction of Microbial Water Quality Throughout a Stream Network Using Meteorology, Land Cover, and Spatiotemporal Autocorrelation
David A. Holcomb et al.
ENVIRONMENTAL SCIENCE & TECHNOLOGY (2018)
Permutation and Grouping Methods for Sharpening Gaussian Process Approximations
Joseph Guinness
TECHNOMETRICS (2018)
Spatial PM2.5, NO2, O3 and BC models for Western Europe - Evaluation of spatiotemporal stability
Kees de Hoogh et al.
ENVIRONMENT INTERNATIONAL (2018)
A Multi-Resolution Approximation for Massive Spatial Datasets
Matthias Katzfuss
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2017)
NONSEPARABLE DYNAMIC NEAREST NEIGHBOR GAUSSIAN PROCESS MODELS FOR LARGE SPATIO-TEMPORAL DATA WITH AN APPLICATION TO PARTICULATE MATTER ANALYSIS
Abhirup Datta et al.
ANNALS OF APPLIED STATISTICS (2016)
Satellite-Based NO2 and Model Validation in a National Prediction Model Based on Universal Kriging and Land-Use Regression
Michael T. Young et al.
ENVIRONMENTAL SCIENCE & TECHNOLOGY (2016)
Hierarchical Nearest-Neighbor Gaussian Process Models for Large Geostatistical Datasets
Abhirup Datta et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2016)
A Review of Epidemiological Research on Adverse Neurological Effects of Exposure to Ambient Air Pollution
Xiaohui Xu et al.
FRONTIERS IN PUBLIC HEALTH (2016)
Estimation of Groundwater Radon in North Carolina Using Land Use Regression and Bayesian Maximum Entropy
Kyle P. Messier et al.
ENVIRONMENTAL SCIENCE & TECHNOLOGY (2015)
Quantitative systematic review of the associations between short-term exposure to nitrogen dioxide and mortality and hospital admissions
I. C. Mills et al.
BMJ OPEN (2015)
A national satellite-based land-use regression model for air pollution exposure assessment in Australia
Luke D. Knibbs et al.
ENVIRONMENTAL RESEARCH (2014)
Nitrate Variability in Groundwater of North Carolina using Monitoring and Private Well Data Models
Kyle P. Messier et al.
ENVIRONMENTAL SCIENCE & TECHNOLOGY (2014)
An LUR/BME Framework to Estimate PM2.5 Explained by on Road Mobile and Stationary Sources
Jeanette M. Reyes et al.
ENVIRONMENTAL SCIENCE & TECHNOLOGY (2014)
Seasonal Climate Variability and Change in the Pacific Northwest of the United States
John T. Abatzoglou et al.
JOURNAL OF CLIMATE (2014)
Probabilistic Forecasting
Tilmann Gneiting et al.
ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 1 (2014)
A regionalized national universal kriging model using Partial Least Squares regression for estimating annual PM2.5 concentrations in epidemiology
Paul D. Sampson et al.
ATMOSPHERIC ENVIRONMENT (2013)
A new shrinkage estimator for dispersion improves differential expression detection in RNA-seq data
Hao Wu et al.
BIOSTATISTICS (2013)
Dimension reduction and alleviation of confounding for spatial generalized linear mixed models
John Hughes et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2013)
Traffic-Related Air Pollution, Particulate Matter, and Autism
Heather E. Volk et al.
JAMA PSYCHIATRY (2013)
Mobile monitoring of particle number concentration and other traffic-related air pollutants in a near-highway neighborhood over the course of a year
Luz T. Padro-Martinez et al.
ATMOSPHERIC ENVIRONMENT (2012)
Integrating Address Geocoding, Land Use Regression, and Spatiotemporal Geostatistical Estimation for Groundwater Tetrachloroethylene
Kyle P. Messier et al.
ENVIRONMENTAL SCIENCE & TECHNOLOGY (2012)
COVARIANCE APPROXIMATION FOR LARGE MULTIVARIATE SPATIAL DATA SETS WITH AN APPLICATION TO MULTIPLE CLIMATE MODEL ERRORS
Huiyan Sang et al.
ANNALS OF APPLIED STATISTICS (2011)
COORDINATE DESCENT ALGORITHMS FOR NONCONVEX PENALIZED REGRESSION, WITH APPLICATIONS TO BIOLOGICAL FEATURE SELECTION
Patrick Breheny et al.
ANNALS OF APPLIED STATISTICS (2011)
Bootstrapping Lasso Estimators
A. Chatterjee et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2011)
Regularization Paths for Generalized Linear Models via Coordinate Descent
Jerome Friedman et al.
JOURNAL OF STATISTICAL SOFTWARE (2010)
Improving the performance of predictive process modeling for large datasets
Andrew O. Finley et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2009)
Space/Time Analysis of Fecal Pollution and Rainfall in an Eastern North Carolina Estuary
Angela D. Coulliette et al.
ENVIRONMENTAL SCIENCE & TECHNOLOGY (2009)
Traffic-Generated Air Pollution and Myocardial Infarction
Mats Rosenlund et al.
EPIDEMIOLOGY (2009)
p-Values for High-Dimensional Regression
Nicolai Meinshausen et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2009)
A distance-decay variable selection strategy for land use regression modeling of ambient air pollution exposures
J. G. Su et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2009)
A review of land-use regression models to assess spatial variation of outdoor air pollution
Gerard Hoek et al.
ATMOSPHERIC ENVIRONMENT (2008)
Traffic-related air pollution in relation to incidence and prognosis of coronary heart disease
Mats Rosenlund et al.
EPIDEMIOLOGY (2008)
Application of land use regression to estimate long-term concentrations of traffic-related nitrogen oxides and fine particulate matter
Sarah B. Henderson et al.
ENVIRONMENTAL SCIENCE & TECHNOLOGY (2007)
Long-term exposure to urban air pollution and myocardial infarction
Mats Rosenlund et al.
EPIDEMIOLOGY (2006)
Childhood asthma and exposure to traffic and nitrogen dioxide
WJ Gauderman et al.
EPIDEMIOLOGY (2005)
NOx emissions from large point sources:: variability in ozone production, resulting health damages and economic costs
DL Mauzerall et al.
ATMOSPHERIC ENVIRONMENT (2005)
Analysis of computer experiments using penalized likelihood in Gaussian kriging models
RZ Li et al.
TECHNOMETRICS (2005)
Regularization and variable selection via the elastic net
H Zou et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)
Inconsistent estimation and asymptotically equal interpolations in model-based geostatistics
H Zhang
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2004)
Variable selection via nonconcave penalized likelihood and its oracle properties
JQ Fan et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2001)
分享论文
