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Cornell University

1. Liu, Yang. Nonparametric Regression and Density Estimation on a Network.

Degree: PhD, Statistics, 2020, Cornell University

URL: http://hdl.handle.net/1813/103360

► We propose nonparametric regression and density estimators on a network. A network is defined as a collection of edges that are connected by vertices. There…
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APA (6^{th} Edition):

Liu, Y. (2020). Nonparametric Regression and Density Estimation on a Network. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/103360

Chicago Manual of Style (16^{th} Edition):

Liu, Yang. “Nonparametric Regression and Density Estimation on a Network.” 2020. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/103360.

MLA Handbook (7^{th} Edition):

Liu, Yang. “Nonparametric Regression and Density Estimation on a Network.” 2020. Web. 21 Apr 2021.

Vancouver:

Liu Y. Nonparametric Regression and Density Estimation on a Network. [Internet] [Doctoral dissertation]. Cornell University; 2020. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/103360.

Council of Science Editors:

Liu Y. Nonparametric Regression and Density Estimation on a Network. [Doctoral Dissertation]. Cornell University; 2020. Available from: http://hdl.handle.net/1813/103360

Cornell University

2. Li, Yingxing. Aspects Of Penalized Splines.

Degree: PhD, Statistics, 2011, Cornell University

URL: http://hdl.handle.net/1813/33653

► Penalized splines approach has very important applications in statistics. The idea is to fit the unknown regression mean using a high-dimensional spline basis, subject to…
(more)

Subjects/Keywords: P-splines; asymptotics; global inference

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APA (6^{th} Edition):

Li, Y. (2011). Aspects Of Penalized Splines. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/33653

Chicago Manual of Style (16^{th} Edition):

Li, Yingxing. “Aspects Of Penalized Splines.” 2011. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/33653.

MLA Handbook (7^{th} Edition):

Li, Yingxing. “Aspects Of Penalized Splines.” 2011. Web. 21 Apr 2021.

Vancouver:

Li Y. Aspects Of Penalized Splines. [Internet] [Doctoral dissertation]. Cornell University; 2011. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/33653.

Council of Science Editors:

Li Y. Aspects Of Penalized Splines. [Doctoral Dissertation]. Cornell University; 2011. Available from: http://hdl.handle.net/1813/33653

Cornell University

3. Soiaporn, Kunlaya. On The Modeling Of Multiple Functional Outcomes With Spatially Heterogeneous Shape Characteristics.

Degree: PhD, Operations Research, 2014, Cornell University

URL: http://hdl.handle.net/1813/36106

► This dissertation presents an approach for analyzing functional data with multiple outcomes that exhibits spatially heterogeneous shape characteristics. An example of data of this type…
(more)

Subjects/Keywords: correlated functional outcomes; diffusion tensor imaging; skewed functional data

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APA (6^{th} Edition):

Soiaporn, K. (2014). On The Modeling Of Multiple Functional Outcomes With Spatially Heterogeneous Shape Characteristics. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/36106

Chicago Manual of Style (16^{th} Edition):

Soiaporn, Kunlaya. “On The Modeling Of Multiple Functional Outcomes With Spatially Heterogeneous Shape Characteristics.” 2014. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/36106.

MLA Handbook (7^{th} Edition):

Soiaporn, Kunlaya. “On The Modeling Of Multiple Functional Outcomes With Spatially Heterogeneous Shape Characteristics.” 2014. Web. 21 Apr 2021.

Vancouver:

Soiaporn K. On The Modeling Of Multiple Functional Outcomes With Spatially Heterogeneous Shape Characteristics. [Internet] [Doctoral dissertation]. Cornell University; 2014. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/36106.

Council of Science Editors:

Soiaporn K. On The Modeling Of Multiple Functional Outcomes With Spatially Heterogeneous Shape Characteristics. [Doctoral Dissertation]. Cornell University; 2014. Available from: http://hdl.handle.net/1813/36106

Cornell University

4. Xiao, Luo. Topics In Bivariate Spline Smoothing.

Degree: PhD, Statistics, 2012, Cornell University

URL: http://hdl.handle.net/1813/31092

► Penalized spline methods have been popular since the work of Eilers and Marx (1996). Recent years saw extensive theoretical studies and a wide range of…
(more)

Subjects/Keywords: penalized splines; nonparametric regression; smoothing

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APA (6^{th} Edition):

Xiao, L. (2012). Topics In Bivariate Spline Smoothing. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/31092

Chicago Manual of Style (16^{th} Edition):

Xiao, Luo. “Topics In Bivariate Spline Smoothing.” 2012. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/31092.

MLA Handbook (7^{th} Edition):

Xiao, Luo. “Topics In Bivariate Spline Smoothing.” 2012. Web. 21 Apr 2021.

Vancouver:

Xiao L. Topics In Bivariate Spline Smoothing. [Internet] [Doctoral dissertation]. Cornell University; 2012. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/31092.

Council of Science Editors:

Xiao L. Topics In Bivariate Spline Smoothing. [Doctoral Dissertation]. Cornell University; 2012. Available from: http://hdl.handle.net/1813/31092

Cornell University

5. Magnusson, Baldur. Targeted Therapies: Adaptive Sequential Designs For Subgroup Selection In Clinical Trials.

Degree: PhD, Operations Research, 2011, Cornell University

URL: http://hdl.handle.net/1813/29238

► A critical part of clinical trials in drug development is the analysis of treatment efficacy in patient subgroups (subpopulations). Due to multiplicity and the small…
(more)

Subjects/Keywords: Clinical trial design; Subgroup selection; Multiple comparison procedures

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APA (6^{th} Edition):

Magnusson, B. (2011). Targeted Therapies: Adaptive Sequential Designs For Subgroup Selection In Clinical Trials. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/29238

Chicago Manual of Style (16^{th} Edition):

Magnusson, Baldur. “Targeted Therapies: Adaptive Sequential Designs For Subgroup Selection In Clinical Trials.” 2011. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/29238.

MLA Handbook (7^{th} Edition):

Magnusson, Baldur. “Targeted Therapies: Adaptive Sequential Designs For Subgroup Selection In Clinical Trials.” 2011. Web. 21 Apr 2021.

Vancouver:

Magnusson B. Targeted Therapies: Adaptive Sequential Designs For Subgroup Selection In Clinical Trials. [Internet] [Doctoral dissertation]. Cornell University; 2011. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/29238.

Council of Science Editors:

Magnusson B. Targeted Therapies: Adaptive Sequential Designs For Subgroup Selection In Clinical Trials. [Doctoral Dissertation]. Cornell University; 2011. Available from: http://hdl.handle.net/1813/29238

Cornell University

6. Kim, Sungjin. ESSAYS ON BAYESIAN ANALYSES FOR BETTER MARKETING AND A BETTER WORLD.

Degree: PhD, Management, 2020, Cornell University

URL: http://hdl.handle.net/1813/102934

► In the first chapter, the authors propose a new Bayesian synthetic control framework to overcome limitations of extant synthetic control methods (SCMs). The proposed Bayesian…
(more)

Subjects/Keywords: Bayesian Estimation; Charitable Giving; Nonprofit; Soda Tax; Synthetic Control; Treatment Effect

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

APA (6^{th} Edition):

Kim, S. (2020). ESSAYS ON BAYESIAN ANALYSES FOR BETTER MARKETING AND A BETTER WORLD. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/102934

Chicago Manual of Style (16^{th} Edition):

Kim, Sungjin. “ESSAYS ON BAYESIAN ANALYSES FOR BETTER MARKETING AND A BETTER WORLD.” 2020. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/102934.

MLA Handbook (7^{th} Edition):

Kim, Sungjin. “ESSAYS ON BAYESIAN ANALYSES FOR BETTER MARKETING AND A BETTER WORLD.” 2020. Web. 21 Apr 2021.

Vancouver:

Kim S. ESSAYS ON BAYESIAN ANALYSES FOR BETTER MARKETING AND A BETTER WORLD. [Internet] [Doctoral dissertation]. Cornell University; 2020. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/102934.

Council of Science Editors:

Kim S. ESSAYS ON BAYESIAN ANALYSES FOR BETTER MARKETING AND A BETTER WORLD. [Doctoral Dissertation]. Cornell University; 2020. Available from: http://hdl.handle.net/1813/102934

Cornell University

7. Maxwell, Matthew. Approximate Dynamic Programming Policies And Performance Bounds For Ambulance Redeployment.

Degree: PhD, Operations Research, 2011, Cornell University

URL: http://hdl.handle.net/1813/29425

► Ambulance redeployment is the practice of dynamically relocating idle ambulances based upon real-time information to reduce expected response times for future emergency calls. Ambulance redeployment…
(more)

Subjects/Keywords: emergency services; approximate dynamic programming; post-decision state

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APA (6^{th} Edition):

Maxwell, M. (2011). Approximate Dynamic Programming Policies And Performance Bounds For Ambulance Redeployment. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/29425

Chicago Manual of Style (16^{th} Edition):

Maxwell, Matthew. “Approximate Dynamic Programming Policies And Performance Bounds For Ambulance Redeployment.” 2011. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/29425.

MLA Handbook (7^{th} Edition):

Maxwell, Matthew. “Approximate Dynamic Programming Policies And Performance Bounds For Ambulance Redeployment.” 2011. Web. 21 Apr 2021.

Vancouver:

Maxwell M. Approximate Dynamic Programming Policies And Performance Bounds For Ambulance Redeployment. [Internet] [Doctoral dissertation]. Cornell University; 2011. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/29425.

Council of Science Editors:

Maxwell M. Approximate Dynamic Programming Policies And Performance Bounds For Ambulance Redeployment. [Doctoral Dissertation]. Cornell University; 2011. Available from: http://hdl.handle.net/1813/29425

Cornell University

8. Steingrimsson, Jon. Information Recovery With Missing Data When Outcomes Are Right Censored.

Degree: PhD, Statistics, 2015, Cornell University

URL: http://hdl.handle.net/1813/41100

► This dissertation focuses on utilizing information more efficiently in several settings when some observations are right-censored using the semiparametric efficiency theory developed in Robins et…
(more)

Subjects/Keywords: Missing Data; Semiparametric Theory; Censored Data

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APA (6^{th} Edition):

Steingrimsson, J. (2015). Information Recovery With Missing Data When Outcomes Are Right Censored. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/41100

Chicago Manual of Style (16^{th} Edition):

Steingrimsson, Jon. “Information Recovery With Missing Data When Outcomes Are Right Censored.” 2015. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/41100.

MLA Handbook (7^{th} Edition):

Steingrimsson, Jon. “Information Recovery With Missing Data When Outcomes Are Right Censored.” 2015. Web. 21 Apr 2021.

Vancouver:

Steingrimsson J. Information Recovery With Missing Data When Outcomes Are Right Censored. [Internet] [Doctoral dissertation]. Cornell University; 2015. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/41100.

Council of Science Editors:

Steingrimsson J. Information Recovery With Missing Data When Outcomes Are Right Censored. [Doctoral Dissertation]. Cornell University; 2015. Available from: http://hdl.handle.net/1813/41100

Cornell University

9. Zhu, Liao. The Adaptive Multi-Factor Model and the Financial Market.

Degree: PhD, Statistics, 2020, Cornell University

URL: http://hdl.handle.net/1813/70419

► Modern evolvements of the technologies have been leading to a profound influence on the financial market. The introduction of constituents like Exchange-Traded Funds, and the…
(more)

Subjects/Keywords: AMF model; Asset pricing; GIBS algorithm; high-dimensional statistics; low-volatility anomaly; machine learning

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APA (6^{th} Edition):

Zhu, L. (2020). The Adaptive Multi-Factor Model and the Financial Market. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/70419

Chicago Manual of Style (16^{th} Edition):

Zhu, Liao. “The Adaptive Multi-Factor Model and the Financial Market.” 2020. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/70419.

MLA Handbook (7^{th} Edition):

Zhu, Liao. “The Adaptive Multi-Factor Model and the Financial Market.” 2020. Web. 21 Apr 2021.

Vancouver:

Zhu L. The Adaptive Multi-Factor Model and the Financial Market. [Internet] [Doctoral dissertation]. Cornell University; 2020. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/70419.

Council of Science Editors:

Zhu L. The Adaptive Multi-Factor Model and the Financial Market. [Doctoral Dissertation]. Cornell University; 2020. Available from: http://hdl.handle.net/1813/70419

Cornell University

10. McLean, Mathew. On Generalized Additive Models For Regression With Functional Data.

Degree: PhD, Operations Research, 2013, Cornell University

URL: http://hdl.handle.net/1813/34323

► The focus of this dissertation is the introduction of the functional generalized additive model (FGAM), a novel regression model for association studies between a scalar…
(more)

Subjects/Keywords: Functional data analysis; Generalized additive models; Scalar on function regression

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APA (6^{th} Edition):

McLean, M. (2013). On Generalized Additive Models For Regression With Functional Data. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/34323

Chicago Manual of Style (16^{th} Edition):

McLean, Mathew. “On Generalized Additive Models For Regression With Functional Data.” 2013. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/34323.

MLA Handbook (7^{th} Edition):

McLean, Mathew. “On Generalized Additive Models For Regression With Functional Data.” 2013. Web. 21 Apr 2021.

Vancouver:

McLean M. On Generalized Additive Models For Regression With Functional Data. [Internet] [Doctoral dissertation]. Cornell University; 2013. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/34323.

Council of Science Editors:

McLean M. On Generalized Additive Models For Regression With Functional Data. [Doctoral Dissertation]. Cornell University; 2013. Available from: http://hdl.handle.net/1813/34323

11. Risk, Benjamin. Topics In Independent Component Analysis, Likelihood Component Analysis, And Spatiotemporal Mixed Modeling.

Degree: PhD, Statistics, 2015, Cornell University

URL: http://hdl.handle.net/1813/41072

► This dissertation explores dependence patterns using a range of statistical methods: from estimating latent factors in multivariate analysis to mixed modeling of spatially and temporally…
(more)

Subjects/Keywords: dimension reduction; spatiotemporal dependence; functional magnetic resonance imaging

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APA (6^{th} Edition):

Risk, B. (2015). Topics In Independent Component Analysis, Likelihood Component Analysis, And Spatiotemporal Mixed Modeling. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/41072

Chicago Manual of Style (16^{th} Edition):

Risk, Benjamin. “Topics In Independent Component Analysis, Likelihood Component Analysis, And Spatiotemporal Mixed Modeling.” 2015. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/41072.

MLA Handbook (7^{th} Edition):

Risk, Benjamin. “Topics In Independent Component Analysis, Likelihood Component Analysis, And Spatiotemporal Mixed Modeling.” 2015. Web. 21 Apr 2021.

Vancouver:

Risk B. Topics In Independent Component Analysis, Likelihood Component Analysis, And Spatiotemporal Mixed Modeling. [Internet] [Doctoral dissertation]. Cornell University; 2015. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/41072.

Council of Science Editors:

Risk B. Topics In Independent Component Analysis, Likelihood Component Analysis, And Spatiotemporal Mixed Modeling. [Doctoral Dissertation]. Cornell University; 2015. Available from: http://hdl.handle.net/1813/41072

12. Jin, Ze. Measuring Statistical Dependence and Its Applications in Machine Learning.

Degree: PhD, Statistics, 2018, Cornell University

URL: http://hdl.handle.net/1813/59677

► My PhD research focuses on measuring and testing mutual dependence and conditional mean dependence, and applying it to Machine Learning problems, which is elaborated in…
(more)

Subjects/Keywords: Statistics; Mathematics; Computer science; conditional mean independence; independent component analysis; linear non-Gaussian component analysis; multivariate analysis; mutual independence; V-statistics

…and *Cornell* *University* Atkinson Center
for a Sustainable Future (AVF-2017)…

Record Details Similar Records

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

APA (6^{th} Edition):

Jin, Z. (2018). Measuring Statistical Dependence and Its Applications in Machine Learning. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/59677

Chicago Manual of Style (16^{th} Edition):

Jin, Ze. “Measuring Statistical Dependence and Its Applications in Machine Learning.” 2018. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/59677.

MLA Handbook (7^{th} Edition):

Jin, Ze. “Measuring Statistical Dependence and Its Applications in Machine Learning.” 2018. Web. 21 Apr 2021.

Vancouver:

Jin Z. Measuring Statistical Dependence and Its Applications in Machine Learning. [Internet] [Doctoral dissertation]. Cornell University; 2018. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/59677.

Council of Science Editors:

Jin Z. Measuring Statistical Dependence and Its Applications in Machine Learning. [Doctoral Dissertation]. Cornell University; 2018. Available from: http://hdl.handle.net/1813/59677

13. Kowal, Daniel Ryan. Bayesian Methods for Functional and Time Series Data.

Degree: PhD, Statistics, 2017, Cornell University

URL: http://hdl.handle.net/1813/56965

► We introduce new Bayesian methodology for modeling functional and time series data. While broadly applicable, the methodology focuses on the challenging cases in which (1)…
(more)

Subjects/Keywords: Gaussian Process; Hierarchical Bayes; Yield Curve; Finance; Statistics; Dynamic Linear Model; Factor Model

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

APA (6^{th} Edition):

Kowal, D. R. (2017). Bayesian Methods for Functional and Time Series Data. (Doctoral Dissertation). Cornell University. Retrieved from http://hdl.handle.net/1813/56965

Chicago Manual of Style (16^{th} Edition):

Kowal, Daniel Ryan. “Bayesian Methods for Functional and Time Series Data.” 2017. Doctoral Dissertation, Cornell University. Accessed April 21, 2021. http://hdl.handle.net/1813/56965.

MLA Handbook (7^{th} Edition):

Kowal, Daniel Ryan. “Bayesian Methods for Functional and Time Series Data.” 2017. Web. 21 Apr 2021.

Vancouver:

Kowal DR. Bayesian Methods for Functional and Time Series Data. [Internet] [Doctoral dissertation]. Cornell University; 2017. [cited 2021 Apr 21]. Available from: http://hdl.handle.net/1813/56965.

Council of Science Editors:

Kowal DR. Bayesian Methods for Functional and Time Series Data. [Doctoral Dissertation]. Cornell University; 2017. Available from: http://hdl.handle.net/1813/56965