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You searched for +publisher:"Virginia Tech" +contributor:("Du, Pang"). Showing records 1 – 28 of 28 total matches.

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Virginia Tech

1. Chen, Chen. Evaluating Time-varying Effect in Single-type and Multi-type Semi-parametric Recurrent Event Models.

Degree: PhD, Statistics, 2015, Virginia Tech

 This dissertation aims to develop statistical methodologies for estimating the effects of time-fixed and time-varying factors in recurrent events modeling context. The research is motivated… (more)

Subjects/Keywords: Frailty Model; Generalized Linear Mixed Model; Multi-type Recurrent Event; Naturalistic Driving Study; Penalized B-Spline; Proportional Intensity Function; Stratification; Time-varying Coefficient; Transportation Safety

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APA (6th Edition):

Chen, C. (2015). Evaluating Time-varying Effect in Single-type and Multi-type Semi-parametric Recurrent Event Models. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/64371

Chicago Manual of Style (16th Edition):

Chen, Chen. “Evaluating Time-varying Effect in Single-type and Multi-type Semi-parametric Recurrent Event Models.” 2015. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/64371.

MLA Handbook (7th Edition):

Chen, Chen. “Evaluating Time-varying Effect in Single-type and Multi-type Semi-parametric Recurrent Event Models.” 2015. Web. 23 Jul 2019.

Vancouver:

Chen C. Evaluating Time-varying Effect in Single-type and Multi-type Semi-parametric Recurrent Event Models. [Internet] [Doctoral dissertation]. Virginia Tech; 2015. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/64371.

Council of Science Editors:

Chen C. Evaluating Time-varying Effect in Single-type and Multi-type Semi-parametric Recurrent Event Models. [Doctoral Dissertation]. Virginia Tech; 2015. Available from: http://hdl.handle.net/10919/64371


Virginia Tech

2. Kola, Rajyalakshmi. Development of Predictability and Condition Assessability Indices for PCCP Water Mains.

Degree: MS, Civil Engineering, 2010, Virginia Tech

 The condition of water and wastewater pipelines has been deteriorating with time and since this infrastructure is out-of-sight, the assessment has been neglected over the… (more)

Subjects/Keywords: Predictability; condition assessment; failure modes; failure mechanisms; condition assessability

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APA (6th Edition):

Kola, R. (2010). Development of Predictability and Condition Assessability Indices for PCCP Water Mains. (Masters Thesis). Virginia Tech. Retrieved from http://hdl.handle.net/10919/31181

Chicago Manual of Style (16th Edition):

Kola, Rajyalakshmi. “Development of Predictability and Condition Assessability Indices for PCCP Water Mains.” 2010. Masters Thesis, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/31181.

MLA Handbook (7th Edition):

Kola, Rajyalakshmi. “Development of Predictability and Condition Assessability Indices for PCCP Water Mains.” 2010. Web. 23 Jul 2019.

Vancouver:

Kola R. Development of Predictability and Condition Assessability Indices for PCCP Water Mains. [Internet] [Masters thesis]. Virginia Tech; 2010. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/31181.

Council of Science Editors:

Kola R. Development of Predictability and Condition Assessability Indices for PCCP Water Mains. [Masters Thesis]. Virginia Tech; 2010. Available from: http://hdl.handle.net/10919/31181


Virginia Tech

3. Corral, Gavin Richard. Investigating Selection Criteria of Constrained Cluster Analysis: Applications in Forestry.

Degree: MS, Statistics, 2014, Virginia Tech

 Forest measurements are inherently spatial. Soil productivity varies spatially at fine scales and tree growth responds by changes in growth-age trajectories. Measuring spatial variability is… (more)

Subjects/Keywords: Simulation; Redundancy Analysis; Cluster Analysis; Forestry

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APA (6th Edition):

Corral, G. R. (2014). Investigating Selection Criteria of Constrained Cluster Analysis: Applications in Forestry. (Masters Thesis). Virginia Tech. Retrieved from http://hdl.handle.net/10919/78176

Chicago Manual of Style (16th Edition):

Corral, Gavin Richard. “Investigating Selection Criteria of Constrained Cluster Analysis: Applications in Forestry.” 2014. Masters Thesis, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/78176.

MLA Handbook (7th Edition):

Corral, Gavin Richard. “Investigating Selection Criteria of Constrained Cluster Analysis: Applications in Forestry.” 2014. Web. 23 Jul 2019.

Vancouver:

Corral GR. Investigating Selection Criteria of Constrained Cluster Analysis: Applications in Forestry. [Internet] [Masters thesis]. Virginia Tech; 2014. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/78176.

Council of Science Editors:

Corral GR. Investigating Selection Criteria of Constrained Cluster Analysis: Applications in Forestry. [Masters Thesis]. Virginia Tech; 2014. Available from: http://hdl.handle.net/10919/78176


Virginia Tech

4. Gao, Zhenguo. Variance Change Point Detection under A Smoothly-changing Mean Trend with Application to Liver Procurement.

Degree: PhD, Statistics, 2018, Virginia Tech

 Literature on change point analysis mostly requires a sudden change in the data distribution, either in a few parameters or the distribution as a whole.… (more)

Subjects/Keywords: Variance change point; Smoothly-changing mean trend; Hypothesis testing in nonparametric smoothing; Change point consistency; Asymptotic null distribution

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APA (6th Edition):

Gao, Z. (2018). Variance Change Point Detection under A Smoothly-changing Mean Trend with Application to Liver Procurement. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/82351

Chicago Manual of Style (16th Edition):

Gao, Zhenguo. “Variance Change Point Detection under A Smoothly-changing Mean Trend with Application to Liver Procurement.” 2018. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/82351.

MLA Handbook (7th Edition):

Gao, Zhenguo. “Variance Change Point Detection under A Smoothly-changing Mean Trend with Application to Liver Procurement.” 2018. Web. 23 Jul 2019.

Vancouver:

Gao Z. Variance Change Point Detection under A Smoothly-changing Mean Trend with Application to Liver Procurement. [Internet] [Doctoral dissertation]. Virginia Tech; 2018. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/82351.

Council of Science Editors:

Gao Z. Variance Change Point Detection under A Smoothly-changing Mean Trend with Application to Liver Procurement. [Doctoral Dissertation]. Virginia Tech; 2018. Available from: http://hdl.handle.net/10919/82351


Virginia Tech

5. Sun, Jinhui. Robust Feature Screening Procedures for Mixed Type of Data.

Degree: PhD, Statistics, 2016, Virginia Tech

 High dimensional data have been frequently collected in many fields of scientific research and technological development. The traditional idea of best subset selection methods, which… (more)

Subjects/Keywords: ultra-high dimensional variable selection; feature screening; mixed type of data

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APA (6th Edition):

Sun, J. (2016). Robust Feature Screening Procedures for Mixed Type of Data. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/73709

Chicago Manual of Style (16th Edition):

Sun, Jinhui. “Robust Feature Screening Procedures for Mixed Type of Data.” 2016. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/73709.

MLA Handbook (7th Edition):

Sun, Jinhui. “Robust Feature Screening Procedures for Mixed Type of Data.” 2016. Web. 23 Jul 2019.

Vancouver:

Sun J. Robust Feature Screening Procedures for Mixed Type of Data. [Internet] [Doctoral dissertation]. Virginia Tech; 2016. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/73709.

Council of Science Editors:

Sun J. Robust Feature Screening Procedures for Mixed Type of Data. [Doctoral Dissertation]. Virginia Tech; 2016. Available from: http://hdl.handle.net/10919/73709


Virginia Tech

6. Chen, Tianlei. Cure Rate Models with Nonparametric Form of Covariate Effects.

Degree: PhD, Statistics, 2015, Virginia Tech

 This thesis focuses on development of spline-based hazard estimation models for cure rate data. Such data can be found in survival studies with long term… (more)

Subjects/Keywords: Nonparametric Function Estimation; Smoothing Spline; Penalized Likelihood Method; Survival Analysis; Cure Rate Model

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APA (6th Edition):

Chen, T. (2015). Cure Rate Models with Nonparametric Form of Covariate Effects. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/52894

Chicago Manual of Style (16th Edition):

Chen, Tianlei. “Cure Rate Models with Nonparametric Form of Covariate Effects.” 2015. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/52894.

MLA Handbook (7th Edition):

Chen, Tianlei. “Cure Rate Models with Nonparametric Form of Covariate Effects.” 2015. Web. 23 Jul 2019.

Vancouver:

Chen T. Cure Rate Models with Nonparametric Form of Covariate Effects. [Internet] [Doctoral dissertation]. Virginia Tech; 2015. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/52894.

Council of Science Editors:

Chen T. Cure Rate Models with Nonparametric Form of Covariate Effects. [Doctoral Dissertation]. Virginia Tech; 2015. Available from: http://hdl.handle.net/10919/52894

7. Bedair, Khaled Farag Emam. Statistical Methods for Multi-type Recurrent Event Data Based on Monte Carlo EM Algorithms and Copula Frailties.

Degree: PhD, Statistics, 2014, Virginia Tech

 In this dissertation, we are interested in studying processes which generate events repeatedly over the follow-up time of a given subject. Such processes are called… (more)

Subjects/Keywords: MCEM algorithm; cancer studies; multi-type recurrent events; multivariate frailty; semiparametric model; random effects; copula; survival analysis.

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APA (6th Edition):

Bedair, K. F. E. (2014). Statistical Methods for Multi-type Recurrent Event Data Based on Monte Carlo EM Algorithms and Copula Frailties. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/64981

Chicago Manual of Style (16th Edition):

Bedair, Khaled Farag Emam. “Statistical Methods for Multi-type Recurrent Event Data Based on Monte Carlo EM Algorithms and Copula Frailties.” 2014. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/64981.

MLA Handbook (7th Edition):

Bedair, Khaled Farag Emam. “Statistical Methods for Multi-type Recurrent Event Data Based on Monte Carlo EM Algorithms and Copula Frailties.” 2014. Web. 23 Jul 2019.

Vancouver:

Bedair KFE. Statistical Methods for Multi-type Recurrent Event Data Based on Monte Carlo EM Algorithms and Copula Frailties. [Internet] [Doctoral dissertation]. Virginia Tech; 2014. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/64981.

Council of Science Editors:

Bedair KFE. Statistical Methods for Multi-type Recurrent Event Data Based on Monte Carlo EM Algorithms and Copula Frailties. [Doctoral Dissertation]. Virginia Tech; 2014. Available from: http://hdl.handle.net/10919/64981


Virginia Tech

8. Liu, Xiaomo. Online Knowledge Community Mining and Modeling for  Effective Knowledge Management.

Degree: PhD, Computer Science, 2013, Virginia Tech

 More and more in recent years, activities that people once did in the real world they now do in virtual space. In particular, online communities… (more)

Subjects/Keywords: Online Communities; Knowledge Management; Expertise Profiling; Knowledge Helpfulness Prediction; Knowledge Sharing & Diffusion

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APA (6th Edition):

Liu, X. (2013). Online Knowledge Community Mining and Modeling for  Effective Knowledge Management. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/50646

Chicago Manual of Style (16th Edition):

Liu, Xiaomo. “Online Knowledge Community Mining and Modeling for  Effective Knowledge Management.” 2013. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/50646.

MLA Handbook (7th Edition):

Liu, Xiaomo. “Online Knowledge Community Mining and Modeling for  Effective Knowledge Management.” 2013. Web. 23 Jul 2019.

Vancouver:

Liu X. Online Knowledge Community Mining and Modeling for  Effective Knowledge Management. [Internet] [Doctoral dissertation]. Virginia Tech; 2013. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/50646.

Council of Science Editors:

Liu X. Online Knowledge Community Mining and Modeling for  Effective Knowledge Management. [Doctoral Dissertation]. Virginia Tech; 2013. Available from: http://hdl.handle.net/10919/50646


Virginia Tech

9. Peng, Yiming. GLR Control Charts for Process Monitoring with Sequential Sampling.

Degree: PhD, Statistics, 2014, Virginia Tech

 The objective of this dissertation is to investigate GLR control charts based on a sequential sampling scheme (SS GLR charts). Phase II monitoring is considered… (more)

Subjects/Keywords: Average Time to Signal; Generalized Likelihood Ratio; Sequential Sampling; Statistical Process Control; Variable Sampling Rate

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APA (6th Edition):

Peng, Y. (2014). GLR Control Charts for Process Monitoring with Sequential Sampling. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/50819

Chicago Manual of Style (16th Edition):

Peng, Yiming. “GLR Control Charts for Process Monitoring with Sequential Sampling.” 2014. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/50819.

MLA Handbook (7th Edition):

Peng, Yiming. “GLR Control Charts for Process Monitoring with Sequential Sampling.” 2014. Web. 23 Jul 2019.

Vancouver:

Peng Y. GLR Control Charts for Process Monitoring with Sequential Sampling. [Internet] [Doctoral dissertation]. Virginia Tech; 2014. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/50819.

Council of Science Editors:

Peng Y. GLR Control Charts for Process Monitoring with Sequential Sampling. [Doctoral Dissertation]. Virginia Tech; 2014. Available from: http://hdl.handle.net/10919/50819


Virginia Tech

10. Zheng, Zhiyuan. Three Essays on Econometric Analysis.

Degree: PhD, Economics, 2011, Virginia Tech

 This dissertation consists of three essays on econometric analysis including both parametric and nonparametric econometrics. The first chapter outlines three topics involved and briefly discusses… (more)

Subjects/Keywords: Income Inequality; Data Sharpening; Bootstrap Significant Testing; LSCV Bandwidths; Health Dynamics

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APA (6th Edition):

Zheng, Z. (2011). Three Essays on Econometric Analysis. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/28106

Chicago Manual of Style (16th Edition):

Zheng, Zhiyuan. “Three Essays on Econometric Analysis.” 2011. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/28106.

MLA Handbook (7th Edition):

Zheng, Zhiyuan. “Three Essays on Econometric Analysis.” 2011. Web. 23 Jul 2019.

Vancouver:

Zheng Z. Three Essays on Econometric Analysis. [Internet] [Doctoral dissertation]. Virginia Tech; 2011. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/28106.

Council of Science Editors:

Zheng Z. Three Essays on Econometric Analysis. [Doctoral Dissertation]. Virginia Tech; 2011. Available from: http://hdl.handle.net/10919/28106


Virginia Tech

11. Duggins, Jonathan William. Parametric Resampling Methods for Retrospective Changepoint Analysis.

Degree: PhD, Statistics, 2010, Virginia Tech

 Changepoint analysis is a useful tool in environmental statistics in that it provides a methodology for threshold detection and modeling processes subject to periodic changes… (more)

Subjects/Keywords: changepoint; bootstrapping; resampling; threshold detection; frequentist

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APA (6th Edition):

Duggins, J. W. (2010). Parametric Resampling Methods for Retrospective Changepoint Analysis. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/28146

Chicago Manual of Style (16th Edition):

Duggins, Jonathan William. “Parametric Resampling Methods for Retrospective Changepoint Analysis.” 2010. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/28146.

MLA Handbook (7th Edition):

Duggins, Jonathan William. “Parametric Resampling Methods for Retrospective Changepoint Analysis.” 2010. Web. 23 Jul 2019.

Vancouver:

Duggins JW. Parametric Resampling Methods for Retrospective Changepoint Analysis. [Internet] [Doctoral dissertation]. Virginia Tech; 2010. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/28146.

Council of Science Editors:

Duggins JW. Parametric Resampling Methods for Retrospective Changepoint Analysis. [Doctoral Dissertation]. Virginia Tech; 2010. Available from: http://hdl.handle.net/10919/28146


Virginia Tech

12. He, Qing. Investigating the performance of process-observation-error-estimator and robust estimators in surplus production model: a simulation study.

Degree: MS, Fisheries and Wildlife Sciences, 2010, Virginia Tech

 This study investigated the performance of the three estimators of surplus production model including process-observation-error-estimator with normal distribution (POE_N), observation-error-estimator with normal distribution (OE_N), and… (more)

Subjects/Keywords: surplus production model; robust estimators; process-observation-error-estimator; Bayesian estimation

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APA (6th Edition):

He, Q. (2010). Investigating the performance of process-observation-error-estimator and robust estimators in surplus production model: a simulation study. (Masters Thesis). Virginia Tech. Retrieved from http://hdl.handle.net/10919/76859

Chicago Manual of Style (16th Edition):

He, Qing. “Investigating the performance of process-observation-error-estimator and robust estimators in surplus production model: a simulation study.” 2010. Masters Thesis, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/76859.

MLA Handbook (7th Edition):

He, Qing. “Investigating the performance of process-observation-error-estimator and robust estimators in surplus production model: a simulation study.” 2010. Web. 23 Jul 2019.

Vancouver:

He Q. Investigating the performance of process-observation-error-estimator and robust estimators in surplus production model: a simulation study. [Internet] [Masters thesis]. Virginia Tech; 2010. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/76859.

Council of Science Editors:

He Q. Investigating the performance of process-observation-error-estimator and robust estimators in surplus production model: a simulation study. [Masters Thesis]. Virginia Tech; 2010. Available from: http://hdl.handle.net/10919/76859


Virginia Tech

13. Wang, Lu. Cure Rate Model with Spline Estimated Components.

Degree: PhD, Statistics, 2010, Virginia Tech

 In some survival analysis of medical studies, there are often long term survivors who can be considered as permanently cured. The goals in these studies… (more)

Subjects/Keywords: Nonparametric Function Estimation; Smoothing Splin

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APA (6th Edition):

Wang, L. (2010). Cure Rate Model with Spline Estimated Components. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/28359

Chicago Manual of Style (16th Edition):

Wang, Lu. “Cure Rate Model with Spline Estimated Components.” 2010. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/28359.

MLA Handbook (7th Edition):

Wang, Lu. “Cure Rate Model with Spline Estimated Components.” 2010. Web. 23 Jul 2019.

Vancouver:

Wang L. Cure Rate Model with Spline Estimated Components. [Internet] [Doctoral dissertation]. Virginia Tech; 2010. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/28359.

Council of Science Editors:

Wang L. Cure Rate Model with Spline Estimated Components. [Doctoral Dissertation]. Virginia Tech; 2010. Available from: http://hdl.handle.net/10919/28359


Virginia Tech

14. Freeman, Laura J. Statistical Methods for Reliability Data from Designed Experiments.

Degree: PhD, Statistics, 2010, Virginia Tech

 Product reliability is an important characteristic for all manufacturers, engineers and consumers. Industrial statisticians have been planning experiments for years to improve product quality and… (more)

Subjects/Keywords: Random Effect; Nonlinear Mixed Models; Lifetime Data; Design of Experiments; Weibull Distribution; Weighted Least Squares

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APA (6th Edition):

Freeman, L. J. (2010). Statistical Methods for Reliability Data from Designed Experiments. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/37729

Chicago Manual of Style (16th Edition):

Freeman, Laura J. “Statistical Methods for Reliability Data from Designed Experiments.” 2010. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/37729.

MLA Handbook (7th Edition):

Freeman, Laura J. “Statistical Methods for Reliability Data from Designed Experiments.” 2010. Web. 23 Jul 2019.

Vancouver:

Freeman LJ. Statistical Methods for Reliability Data from Designed Experiments. [Internet] [Doctoral dissertation]. Virginia Tech; 2010. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/37729.

Council of Science Editors:

Freeman LJ. Statistical Methods for Reliability Data from Designed Experiments. [Doctoral Dissertation]. Virginia Tech; 2010. Available from: http://hdl.handle.net/10919/37729


Virginia Tech

15. Mahmoud, Hamdy Fayez Farahat. Some Advanced Semiparametric Single-index Modeling for Spatially-Temporally Correlated Data.

Degree: PhD, Statistics, 2014, Virginia Tech

 Semiparametric modeling is a hybrid of the parametric and nonparametric modelings where some function forms are known and others are unknown. In this dissertation, we… (more)

Subjects/Keywords: Change Point; Generalized Linear Model; Generalized Additive Model; Markov Chain Expectation Maximization; Mixed model; Permutation Test; Semiparametric regression; Single Index model; Spatially correlated data; Spatio-temporal data.

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APA (6th Edition):

Mahmoud, H. F. F. (2014). Some Advanced Semiparametric Single-index Modeling for Spatially-Temporally Correlated Data. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/76744

Chicago Manual of Style (16th Edition):

Mahmoud, Hamdy Fayez Farahat. “Some Advanced Semiparametric Single-index Modeling for Spatially-Temporally Correlated Data.” 2014. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/76744.

MLA Handbook (7th Edition):

Mahmoud, Hamdy Fayez Farahat. “Some Advanced Semiparametric Single-index Modeling for Spatially-Temporally Correlated Data.” 2014. Web. 23 Jul 2019.

Vancouver:

Mahmoud HFF. Some Advanced Semiparametric Single-index Modeling for Spatially-Temporally Correlated Data. [Internet] [Doctoral dissertation]. Virginia Tech; 2014. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/76744.

Council of Science Editors:

Mahmoud HFF. Some Advanced Semiparametric Single-index Modeling for Spatially-Temporally Correlated Data. [Doctoral Dissertation]. Virginia Tech; 2014. Available from: http://hdl.handle.net/10919/76744


Virginia Tech

16. Fang, Zaili. Some Advanced Model Selection Topics for Nonparametric/Semiparametric Models with High-Dimensional Data.

Degree: PhD, Statistics, 2012, Virginia Tech

 Model and variable selection have attracted considerable attention in areas of application where datasets usually contain thousands of variables. Variable selection is a critical step… (more)

Subjects/Keywords: Variable Selection; Smoothing Splines; Sparsistency; Semiparametric Model; Pathway Analysis; Additive Model; Cluster Algorithm; Gaussian Random Process; Global-Local Shrinkage; Graphical Model; Ising Model; Kernel Machine; KM Model; LASSO; Long Tail Prior; Mixture Normals; Model Selection; Multivariate Smoothing Function; Nonnegative Garrote; Nonparametric Model

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APA (6th Edition):

Fang, Z. (2012). Some Advanced Model Selection Topics for Nonparametric/Semiparametric Models with High-Dimensional Data. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/40090

Chicago Manual of Style (16th Edition):

Fang, Zaili. “Some Advanced Model Selection Topics for Nonparametric/Semiparametric Models with High-Dimensional Data.” 2012. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/40090.

MLA Handbook (7th Edition):

Fang, Zaili. “Some Advanced Model Selection Topics for Nonparametric/Semiparametric Models with High-Dimensional Data.” 2012. Web. 23 Jul 2019.

Vancouver:

Fang Z. Some Advanced Model Selection Topics for Nonparametric/Semiparametric Models with High-Dimensional Data. [Internet] [Doctoral dissertation]. Virginia Tech; 2012. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/40090.

Council of Science Editors:

Fang Z. Some Advanced Model Selection Topics for Nonparametric/Semiparametric Models with High-Dimensional Data. [Doctoral Dissertation]. Virginia Tech; 2012. Available from: http://hdl.handle.net/10919/40090


Virginia Tech

17. Huang, Wandi. GLR Control Charts for Monitoring a Proportion.

Degree: PhD, Statistics, 2011, Virginia Tech

 The generalized likelihood ratio (GLR) control charts are studied for monitoring a process proportion of defective or nonconforming items. The type of process change considered… (more)

Subjects/Keywords: Continuous inspection; CUSUM chart; Moving window; Shewhart chart; Statistical process control; Steady state average number of observations to sig; Subgroup

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APA (6th Edition):

Huang, W. (2011). GLR Control Charts for Monitoring a Proportion. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/40405

Chicago Manual of Style (16th Edition):

Huang, Wandi. “GLR Control Charts for Monitoring a Proportion.” 2011. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/40405.

MLA Handbook (7th Edition):

Huang, Wandi. “GLR Control Charts for Monitoring a Proportion.” 2011. Web. 23 Jul 2019.

Vancouver:

Huang W. GLR Control Charts for Monitoring a Proportion. [Internet] [Doctoral dissertation]. Virginia Tech; 2011. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/40405.

Council of Science Editors:

Huang W. GLR Control Charts for Monitoring a Proportion. [Doctoral Dissertation]. Virginia Tech; 2011. Available from: http://hdl.handle.net/10919/40405


Virginia Tech

18. Chen, Yajuan. Cluster_Based Profile Monitoring in Phase I Analysis.

Degree: PhD, Statistics, 2014, Virginia Tech

 Profile monitoring is a well-known approach used in statistical process control where the quality of the product or process is characterized by a profile or… (more)

Subjects/Keywords: Cluster; Mixed Model; Phase I; Phase II; Robust; T2 Statistic

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APA (6th Edition):

Chen, Y. (2014). Cluster_Based Profile Monitoring in Phase I Analysis. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/46810

Chicago Manual of Style (16th Edition):

Chen, Yajuan. “Cluster_Based Profile Monitoring in Phase I Analysis.” 2014. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/46810.

MLA Handbook (7th Edition):

Chen, Yajuan. “Cluster_Based Profile Monitoring in Phase I Analysis.” 2014. Web. 23 Jul 2019.

Vancouver:

Chen Y. Cluster_Based Profile Monitoring in Phase I Analysis. [Internet] [Doctoral dissertation]. Virginia Tech; 2014. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/46810.

Council of Science Editors:

Chen Y. Cluster_Based Profile Monitoring in Phase I Analysis. [Doctoral Dissertation]. Virginia Tech; 2014. Available from: http://hdl.handle.net/10919/46810


Virginia Tech

19. Johnson, Nels Gordon. Semiparametric Regression Methods with Covariate Measurement Error.

Degree: PhD, Statistics, 2012, Virginia Tech

 In public health, biomedical, epidemiological, and other applications, data collected are often measured with error. When mismeasured data is used in a regression analysis, not… (more)

Subjects/Keywords: Bayesian methods; error-in-covariates; generalized linear models; matched case-control studies; mixed models; semiparametric reg

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Johnson, N. G. (2012). Semiparametric Regression Methods with Covariate Measurement Error. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/49551

Chicago Manual of Style (16th Edition):

Johnson, Nels Gordon. “Semiparametric Regression Methods with Covariate Measurement Error.” 2012. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/49551.

MLA Handbook (7th Edition):

Johnson, Nels Gordon. “Semiparametric Regression Methods with Covariate Measurement Error.” 2012. Web. 23 Jul 2019.

Vancouver:

Johnson NG. Semiparametric Regression Methods with Covariate Measurement Error. [Internet] [Doctoral dissertation]. Virginia Tech; 2012. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/49551.

Council of Science Editors:

Johnson NG. Semiparametric Regression Methods with Covariate Measurement Error. [Doctoral Dissertation]. Virginia Tech; 2012. Available from: http://hdl.handle.net/10919/49551


Virginia Tech

20. Wei, Fang. Neighborhood change in metropolitan America.

Degree: PhD, School of Public and International Affairs, 2013, Virginia Tech

 This dissertation presents an integrated framework that was developed to examine trajectories of neighborhood change, mechanisms of suburban diversity, and the relationships between neighborhood change… (more)

Subjects/Keywords: Neighborhood change; diversity; job accessibility

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APA (6th Edition):

Wei, F. (2013). Neighborhood change in metropolitan America. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/49618

Chicago Manual of Style (16th Edition):

Wei, Fang. “Neighborhood change in metropolitan America.” 2013. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/49618.

MLA Handbook (7th Edition):

Wei, Fang. “Neighborhood change in metropolitan America.” 2013. Web. 23 Jul 2019.

Vancouver:

Wei F. Neighborhood change in metropolitan America. [Internet] [Doctoral dissertation]. Virginia Tech; 2013. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/49618.

Council of Science Editors:

Wei F. Neighborhood change in metropolitan America. [Doctoral Dissertation]. Virginia Tech; 2013. Available from: http://hdl.handle.net/10919/49618


Virginia Tech

21. Milo, Michael William. Anomaly Detection in Heterogeneous Data Environments with Applications to Mechanical Engineering Signals & Systems.

Degree: PhD, Mechanical Engineering, 2013, Virginia Tech

 Anomaly detection is a relevant problem in the field of Mechanical Engineering, because the analysis of mechanical systems often relies on identifying deviations from what… (more)

Subjects/Keywords: Anomaly Detection; Hierarchical Modeling; Bayesian Statistics; Statistics; Mechanical Systems

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APA (6th Edition):

Milo, M. W. (2013). Anomaly Detection in Heterogeneous Data Environments with Applications to Mechanical Engineering Signals & Systems. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/23962

Chicago Manual of Style (16th Edition):

Milo, Michael William. “Anomaly Detection in Heterogeneous Data Environments with Applications to Mechanical Engineering Signals & Systems.” 2013. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/23962.

MLA Handbook (7th Edition):

Milo, Michael William. “Anomaly Detection in Heterogeneous Data Environments with Applications to Mechanical Engineering Signals & Systems.” 2013. Web. 23 Jul 2019.

Vancouver:

Milo MW. Anomaly Detection in Heterogeneous Data Environments with Applications to Mechanical Engineering Signals & Systems. [Internet] [Doctoral dissertation]. Virginia Tech; 2013. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/23962.

Council of Science Editors:

Milo MW. Anomaly Detection in Heterogeneous Data Environments with Applications to Mechanical Engineering Signals & Systems. [Doctoral Dissertation]. Virginia Tech; 2013. Available from: http://hdl.handle.net/10919/23962

22. Vanhaitsma, Amanda Joy. Methods for Evaluating Aquifer-System Parameters from a Cumulative Compaction Record.

Degree: MS, Geosciences, 2016, Virginia Tech

 Although many efforts and strategies have been implemented to reduce over-pumping of aquifer-systems, land subsidence is still a serious issue worldwide. Accurate aquifer characterization is… (more)

Subjects/Keywords: aquifer-system parameters; compaction; Lorenzi site; Las Vegas; subsidence

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APA (6th Edition):

Vanhaitsma, A. J. (2016). Methods for Evaluating Aquifer-System Parameters from a Cumulative Compaction Record. (Masters Thesis). Virginia Tech. Retrieved from http://hdl.handle.net/10919/72245

Chicago Manual of Style (16th Edition):

Vanhaitsma, Amanda Joy. “Methods for Evaluating Aquifer-System Parameters from a Cumulative Compaction Record.” 2016. Masters Thesis, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/72245.

MLA Handbook (7th Edition):

Vanhaitsma, Amanda Joy. “Methods for Evaluating Aquifer-System Parameters from a Cumulative Compaction Record.” 2016. Web. 23 Jul 2019.

Vancouver:

Vanhaitsma AJ. Methods for Evaluating Aquifer-System Parameters from a Cumulative Compaction Record. [Internet] [Masters thesis]. Virginia Tech; 2016. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/72245.

Council of Science Editors:

Vanhaitsma AJ. Methods for Evaluating Aquifer-System Parameters from a Cumulative Compaction Record. [Masters Thesis]. Virginia Tech; 2016. Available from: http://hdl.handle.net/10919/72245


Virginia Tech

23. Chen, Jinsong. Semiparametric Methods for the Generalized Linear Model.

Degree: PhD, Statistics, 2010, Virginia Tech

 The generalized linear model (GLM) is a popular model in many research areas. In the GLM, each outcome of the dependent variable is assumed to… (more)

Subjects/Keywords: Penalized splines; Generalized linear mixed model; Generalized linear model; Single-Index Model

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Chen, J. (2010). Semiparametric Methods for the Generalized Linear Model. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/28012

Chicago Manual of Style (16th Edition):

Chen, Jinsong. “Semiparametric Methods for the Generalized Linear Model.” 2010. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/28012.

MLA Handbook (7th Edition):

Chen, Jinsong. “Semiparametric Methods for the Generalized Linear Model.” 2010. Web. 23 Jul 2019.

Vancouver:

Chen J. Semiparametric Methods for the Generalized Linear Model. [Internet] [Doctoral dissertation]. Virginia Tech; 2010. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/28012.

Council of Science Editors:

Chen J. Semiparametric Methods for the Generalized Linear Model. [Doctoral Dissertation]. Virginia Tech; 2010. Available from: http://hdl.handle.net/10919/28012

24. Xiao, Pei. Robust MEWMA-type Control Charts for Monitoring the Covariance Matrix of Multivariate Processes.

Degree: PhD, Statistics, 2013, Virginia Tech

 In multivariate statistical process control it is generally assumed that the process variables follow a multivariate normal distribution with mean vector " and covariance matrix… (more)

Subjects/Keywords: Multivariate control chart; non-normal processes; Robustness; Quadratic loss

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Xiao, P. (2013). Robust MEWMA-type Control Charts for Monitoring the Covariance Matrix of Multivariate Processes. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/19280

Chicago Manual of Style (16th Edition):

Xiao, Pei. “Robust MEWMA-type Control Charts for Monitoring the Covariance Matrix of Multivariate Processes.” 2013. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/19280.

MLA Handbook (7th Edition):

Xiao, Pei. “Robust MEWMA-type Control Charts for Monitoring the Covariance Matrix of Multivariate Processes.” 2013. Web. 23 Jul 2019.

Vancouver:

Xiao P. Robust MEWMA-type Control Charts for Monitoring the Covariance Matrix of Multivariate Processes. [Internet] [Doctoral dissertation]. Virginia Tech; 2013. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/19280.

Council of Science Editors:

Xiao P. Robust MEWMA-type Control Charts for Monitoring the Covariance Matrix of Multivariate Processes. [Doctoral Dissertation]. Virginia Tech; 2013. Available from: http://hdl.handle.net/10919/19280


Virginia Tech

25. Li, Zhonggai. Objective Bayesian Analysis of Kullback-Liebler Divergence of two Multivariate Normal Distributions with Common Covariance Matrix and Star-shape Gaussian Graphical Model.

Degree: PhD, Statistics, 2008, Virginia Tech

 This dissertation consists of four independent but related parts, each in a Chapter. The first part is an introductory. It serves as the background introduction… (more)

Subjects/Keywords: Multivariate Normal Distributions; Monte Carlo; Star-shape Gaussian Graphical Model; Objective Priors; Jeffreys' Priors; Reference Priors; Invariant Haar Prior; Fisher Information Matrix; Frequentist Matching; Kullback-Liebler Divergence

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Li, Z. (2008). Objective Bayesian Analysis of Kullback-Liebler Divergence of two Multivariate Normal Distributions with Common Covariance Matrix and Star-shape Gaussian Graphical Model. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/28121

Chicago Manual of Style (16th Edition):

Li, Zhonggai. “Objective Bayesian Analysis of Kullback-Liebler Divergence of two Multivariate Normal Distributions with Common Covariance Matrix and Star-shape Gaussian Graphical Model.” 2008. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/28121.

MLA Handbook (7th Edition):

Li, Zhonggai. “Objective Bayesian Analysis of Kullback-Liebler Divergence of two Multivariate Normal Distributions with Common Covariance Matrix and Star-shape Gaussian Graphical Model.” 2008. Web. 23 Jul 2019.

Vancouver:

Li Z. Objective Bayesian Analysis of Kullback-Liebler Divergence of two Multivariate Normal Distributions with Common Covariance Matrix and Star-shape Gaussian Graphical Model. [Internet] [Doctoral dissertation]. Virginia Tech; 2008. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/28121.

Council of Science Editors:

Li Z. Objective Bayesian Analysis of Kullback-Liebler Divergence of two Multivariate Normal Distributions with Common Covariance Matrix and Star-shape Gaussian Graphical Model. [Doctoral Dissertation]. Virginia Tech; 2008. Available from: http://hdl.handle.net/10919/28121


Virginia Tech

26. Lee, Mi Hyun. On Independent Reference Priors.

Degree: PhD, Statistics, 2007, Virginia Tech

 In Bayesian inference, the choice of prior has been of great interest. Subjective priors are ideal if sufficient information on priors is available. However, in… (more)

Subjects/Keywords: Independent reference priors; Reference priors; Probability matching priors

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APA (6th Edition):

Lee, M. H. (2007). On Independent Reference Priors. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/30096

Chicago Manual of Style (16th Edition):

Lee, Mi Hyun. “On Independent Reference Priors.” 2007. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/30096.

MLA Handbook (7th Edition):

Lee, Mi Hyun. “On Independent Reference Priors.” 2007. Web. 23 Jul 2019.

Vancouver:

Lee MH. On Independent Reference Priors. [Internet] [Doctoral dissertation]. Virginia Tech; 2007. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/30096.

Council of Science Editors:

Lee MH. On Independent Reference Priors. [Doctoral Dissertation]. Virginia Tech; 2007. Available from: http://hdl.handle.net/10919/30096


Virginia Tech

27. Sun, Peng. Semiparametric Bayesian Approach using Weighted Dirichlet Process Mixture For Finance Statistical Models.

Degree: PhD, Statistics, 2016, Virginia Tech

(already included in submitted pdf file) Advisors/Committee Members: Kim, Inyoung (committeechair), Guo, Feng (committee member), Zhu, Hongxiao (committee member), Du, Pang (committee member).

Subjects/Keywords: Additive Model; Bayes factor; Cubic Splines; Dual-Semiparametric Regression; Generalized Polya urn; Geometric ergodicity; Gibbs sampling; Metropolis-Hastings; Nonparametric Bayesian Model; Ordinal data; Parameterization; Semiparametric Regr

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Sun, P. (2016). Semiparametric Bayesian Approach using Weighted Dirichlet Process Mixture For Finance Statistical Models. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/78189

Chicago Manual of Style (16th Edition):

Sun, Peng. “Semiparametric Bayesian Approach using Weighted Dirichlet Process Mixture For Finance Statistical Models.” 2016. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/78189.

MLA Handbook (7th Edition):

Sun, Peng. “Semiparametric Bayesian Approach using Weighted Dirichlet Process Mixture For Finance Statistical Models.” 2016. Web. 23 Jul 2019.

Vancouver:

Sun P. Semiparametric Bayesian Approach using Weighted Dirichlet Process Mixture For Finance Statistical Models. [Internet] [Doctoral dissertation]. Virginia Tech; 2016. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/78189.

Council of Science Editors:

Sun P. Semiparametric Bayesian Approach using Weighted Dirichlet Process Mixture For Finance Statistical Models. [Doctoral Dissertation]. Virginia Tech; 2016. Available from: http://hdl.handle.net/10919/78189


Virginia Tech

28. Wang, Xiaowei. Weighted Optimality of Block Designs.

Degree: PhD, Statistics, 2009, Virginia Tech

  Design optimality for treatment comparison experiments has been intensively studied by numerous researchers, employing a variety of statistically sound criteria. Their general formulation is… (more)

Subjects/Keywords: Generalized group divisible design; Weighted A-optimality; Incomplete block design; Weighted E-optimality; Weighted MV-optimality

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Wang, X. (2009). Weighted Optimality of Block Designs. (Doctoral Dissertation). Virginia Tech. Retrieved from http://hdl.handle.net/10919/26168

Chicago Manual of Style (16th Edition):

Wang, Xiaowei. “Weighted Optimality of Block Designs.” 2009. Doctoral Dissertation, Virginia Tech. Accessed July 23, 2019. http://hdl.handle.net/10919/26168.

MLA Handbook (7th Edition):

Wang, Xiaowei. “Weighted Optimality of Block Designs.” 2009. Web. 23 Jul 2019.

Vancouver:

Wang X. Weighted Optimality of Block Designs. [Internet] [Doctoral dissertation]. Virginia Tech; 2009. [cited 2019 Jul 23]. Available from: http://hdl.handle.net/10919/26168.

Council of Science Editors:

Wang X. Weighted Optimality of Block Designs. [Doctoral Dissertation]. Virginia Tech; 2009. Available from: http://hdl.handle.net/10919/26168

.