• 358 Citations
  • 5 h-Index
20042019
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Research Output 2004 2019

  • 358 Citations
  • 5 h-Index
  • 20 Article
  • 1 Review article
2019

An adjusted parameter estimation for spatial regression with spatial confounding

Chiou, Y. H., Yang, H. D. & Chen, C. S., 2019 Sep 1, In : Stochastic Environmental Research and Risk Assessment. 33, 8-9, p. 1535-1551 17 p.

Research output: Contribution to journalArticle

Random processes
Parameter estimation
estimation method
Acidity
acidity
2018
2 Citations (Scopus)

A composite spatial predictor via local criteria under a misspecified model

Chen, C. S. & Chen, C. S., 2018 Feb 1, In : Stochastic Environmental Research and Risk Assessment. 32, 2, p. 341-355 15 p.

Research output: Contribution to journalArticle

Composite materials
prediction
Akaike information criterion
methodology
geostatistics
1 Citation (Scopus)

A generalized measure of uncertainty in geostatistical model selection

Chen, C. S., Zhu, J. & Chu, T., 2018 Jan, In : Statistica Sinica. 28, 1, p. 203-228 26 p.

Research output: Contribution to journalReview article

Model Selection
Model Averaging
Uncertainty
Information Criterion
Spatial Model
1 Citation (Scopus)

Model selection based on resampling approaches for cluster longitudinal data with missingness in outcomes

Chen, C. S. & Shen, C. W., 2018 Sep 10, In : Statistics in Medicine. 37, 20, p. 2982-2997 16 p.

Research output: Contribution to journalArticle

Longitudinal Data
Resampling
Model Selection
Data Perturbation
Quadratic Loss

Some characteristics on the selection of spline smoothing parameter

Chen, C. S. & Huang, Y. T., 2018 Mar 19, In : Communications in Statistics - Theory and Methods. 47, 6, p. 1307-1317 11 p.

Research output: Contribution to journalArticle

Spline Smoothing
Smoothing Parameter
Asymptotic Optimality
Smoothing Splines
Curve
2017

Adaptive-Cox model averaging for right-censored data

Chang, Y. M., Shen, P. S. & Chen, C. S., 2017 Oct 2, In : Communications in Statistics - Theory and Methods. 46, 19, p. 9364-9376 13 p.

Research output: Contribution to journalArticle

Model Averaging
Cox Model
Right-censored Data
Bayesian Information Criterion
Akaike Information Criterion
1 Citation (Scopus)

On estimation and prediction of geostatistical regression models via a corrected Stein's unbiased risk estimator

Yang, H. D. & Chen, C. S., 2017 Feb 1, In : Environmetrics. 28, 1, e2424.

Research output: Contribution to journalArticle

Regression Model
Estimator
Prediction
Predictors
prediction
2016
2 Citations (Scopus)

Estimating the Probability of Rare Events Occurring Using a Local Model Averaging

Chen, J. H., Chen, C. S., Huang, M. F. & Lin, H. C., 2016 Oct 1, In : Risk Analysis. 36, 10, p. 1855-1870 16 p.

Research output: Contribution to journalArticle

Logistic Models
Logistics
Necrotizing Enterocolitis
Perturbation techniques
2 Citations (Scopus)

Two-stage signal restoration based on a modified median filter

Chen, C. S. & Chen, K. C., 2016 Jan 2, In : Journal of Statistical Computation and Simulation. 86, 1, p. 122-134 13 p.

Research output: Contribution to journalArticle

Median Filter
Median filters
Restoration
Smoothing Splines
Splines
2014
1 Citation (Scopus)

Adaptive order selection for autoregressive models

Chen, C. S., Lee, Y. H. & Hsu, H. W., 2014 Sep, In : Journal of Statistical Computation and Simulation. 84, 9, p. 1963-1974 12 p.

Research output: Contribution to journalArticle

Order Selection
Bayesian Information Criterion
Akaike Information Criterion
Autoregressive Model
Order Parameter
5 Citations (Scopus)

A stabilized and versatile spatial prediction method for geostatistical models

Chen, C-S., Yang, H. D. & Li, Y., 2014 Jan 1, In : Environmetrics. 25, 2, p. 127-141 15 p.

Research output: Contribution to journalArticle

Spatial Prediction
Predictors
estimation method
prediction
perturbation
2012
1 Citation (Scopus)

A jackknife-based versatile test for two-sample problems with right-censored data

Chang, Y. M., Chen, C-S. & Shen, P. S., 2012 Feb 1, In : Journal of Applied Statistics. 39, 2, p. 267-277 11 p.

Research output: Contribution to journalArticle

Two-sample Problem
Right-censored Data
Jackknife
Survival Function
Testing
1 Citation (Scopus)

Autoregressive model selection based on a prediction perspective

Lee, Y. H. & Chen, C. S., 2012 Apr 1, In : Journal of Applied Statistics. 39, 4, p. 913-922 10 p.

Research output: Contribution to journalArticle

Autoregressive Model
Model Selection
Prediction
Data Perturbation
Uncertainty Estimation
8 Citations (Scopus)

Geostatistical model averaging based on conditional information criteria

Chen, C. S. & Huang, H. C., 2012 Mar 1, In : Environmental and Ecological Statistics. 19, 1, p. 23-35 13 p.

Research output: Contribution to journalArticle

Model Averaging
Information Criterion
Penalty
Predictors
Variable Selection
5 Citations (Scopus)

Spatial risk assessment of typhoon cumulated rainfall: A case study in Taipei area

Lee, Y. H., Yang, H. D. & Chen, C. S., 2012 May 1, In : Stochastic Environmental Research and Risk Assessment. 26, 4, p. 509-517 9 p.

Research output: Contribution to journalArticle

typhoon
Risk assessment
Rain
risk assessment
rainfall
2011
1 Citation (Scopus)

A joint modeling approach for spatial earthquake risk variations

Chen, C. S. & Yang, H. D., 2011 Aug 1, In : Journal of Applied Statistics. 38, 8, p. 1733-1741 9 p.

Research output: Contribution to journalArticle

Joint Modeling
Earthquake
Shock
Hierarchical Bayesian Model
Conditional Model
8 Citations (Scopus)

An improved Cp criterion for spline smoothing

Chen, C. S. & Huang, H. C., 2011 Jan 1, In : Journal of Statistical Planning and Inference. 141, 1, p. 445-452 8 p.

Research output: Contribution to journalArticle

Spline Smoothing
Splines
Maximum likelihood
Asymptotic Optimality
Smoothing Parameter
3 Citations (Scopus)

Model selection for two-sample problems with right-censored data: An application of Cox model

Chen, C-S. & Chang, Y. M., 2011 Jun 1, In : Journal of Statistical Planning and Inference. 141, 6, p. 2120-2127 8 p.

Research output: Contribution to journalArticle

Two-sample Problem
Cox Model
Right-censored Data
Model Selection
Survival Function
2007
34 Citations (Scopus)

Optimal geostatistical model selection

Huang, H. C. & Chen, C-S., 2007 Sep 1, In : Journal of the American Statistical Association. 102, 479, p. 1009-1024 16 p.

Research output: Contribution to journalArticle

Smoothing Splines
Model Selection
Kriging
Prediction Error
Mean Squared Error
2006
231 Citations (Scopus)

A statistical investigation of preearthquake ionospheric anomaly

Liu, J. Y., Chen, Y. I., Chuo, Y. J. & Chen, C. S., 2006 May 1, In : Journal of Geophysical Research: Space Physics. 111, 5, A05304.

Research output: Contribution to journalArticle

earthquakes
ionospherics
Earthquakes
anomalies
anomaly
2004
51 Citations (Scopus)

Statistical tests for pre-earthquake ionospheric anomaly

Chen, Y. I., Liu, J. Y., Tsai, Y. B. & Chen, C. S., 2004 Sep, In : Terrestrial, Atmospheric and Oceanic Sciences. 15, 3, p. 385-396 12 p.

Research output: Contribution to journalArticle

anomaly
earthquake
prediction
earthquake catalogue
test