Yongtao Guan
29 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0002-9683-9059
Shenzhen Research Institute of Big Data, School of Data Science, The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), Shenzhen, China
Publications
- Group Network Hawkes Process — Journal of the American Statistical Association 2024
- Latent Network Structure Learning From High-Dimensional Multivariate Point Processes — Journal of the American Statistical Association 2024
- Graphical Principal Component Analysis of Multivariate Functional Time Series — Journal of the American Statistical Association 2024
- Bias-Correction and Test for Mark-Point Dependence with Replicated Marked Point Processes — Journal of the American Statistical Association 2024
- Semiparametric Goodness-of-Fit Test for Clustered Point Processes with a Shape-Constrained Pair Correlation Function — Journal of the American Statistical Association 2023
- Test of Weak Separability for Spatially Stationary Functional Field — Journal of the American Statistical Association 2023
- Optimal Frameworks for Detecting Anomalies in Sensor-Intensive Heterogeneous Networks — INFORMS Journal on Computing 2022
- Semiparametric Multinomial Logistic Regression for Multivariate Point Pattern Data — Journal of the American Statistical Association 2022
- Stochastic Quasi-Likelihood for Case-Control Point Pattern Data — Journal of the American Statistical Association 2019
- Generalized Quasi-Likelihood Ratio Tests for Semiparametric Analysis of Covariance Models in Longitudinal Data — Journal of the American Statistical Association 2016
- Quasi-likelihood for spatial point processes — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2015
- A combined estimating function approach for fitting stationary point process models — Biometrika 2014
- Functional Principal Component Analysis of Spatiotemporal Point Processes With Applications in Disease Surveillance — Journal of the American Statistical Association 2014
- A New Estimation Approach for Combining Epidemiological Data From Multiple Sources — Journal of the American Statistical Association 2014
- Cocaine Dependence Treatment Data: Methods for Measurement Error Problems With Predictors Derived From Stationary Stochastic Processes — Journal of the American Statistical Association 2011
- A weighted estimating equation approach for inhomogeneous spatial point processes — Biometrika 2010
- Estimating Individual-Level Risk in Spatial Epidemiology Using Spatially Aggregated Information on the Population at Risk — Journal of the American Statistical Association 2010
- Sufficient dimension reduction for spatial point processes directed by Gaussian random fields — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2010
- Two-step estimation for inhomogeneous spatial point processes — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009
- Fast block variance estimation procedures for inhomogeneous spatial point processes — Biometrika 2009
- On Nonparametric Variance Estimation for Second-Order Statistics of Inhomogeneous Spatial Point Processes With a Known Parametric Intensity Form — Journal of the American Statistical Association 2009
- A goodness-of-fit test for inhomogeneous spatial Poisson processes — Biometrika 2008
- Second-Order Analysis of Inhomogeneous Spatial Point Processes With Proportional Intensity Functions — Journal of the American Statistical Association 2008
- On Consistent Nonparametric Intensity Estimation for Inhomogeneous Spatial Point Processes — Journal of the American Statistical Association 2008
- Variance estimation for statistics computed from inhomogeneous spatial point processes — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2008
- On least squares fitting for stationary spatial point processes — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2007
- A Thinned Block Bootstrap Variance Estimation Procedure for Inhomogeneous Spatial Point Patterns — Journal of the American Statistical Association 2007
- A Composite Likelihood Approach in Fitting Spatial Point Process Models — Journal of the American Statistical Association 2006
- A Nonparametric Test for Spatial Isotropy Using Subsampling — Journal of the American Statistical Association 2004