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University of California, Los Angeles. Statistics 0891. degree granting institution.

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University of Florida. degree granting institution.

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Adrees, Atia. author.

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Aouina, Mokhtar, author.

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Colorado State University. Electrical and Computer Engineering. degree granting institution.

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Cornell University. Computer Science. degree granting institution.

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Cui, Yifan, author.

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Ebrahimzadeh Houlasou, Ehsan, author.

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George Mason University. Civil and Infrastructure Engineering. degree granting institution.

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Greene, Patrick, author.

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Huang, Weiyu, author.

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Keele, Gregory R., author.

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Krishna Prasad, Aditi, author.

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Lee, Moontae, author.

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Mohamad, Hadi Alwan, author.

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Purdue University. Computer Sciences. degree granting institution.

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Qin, Xu, author.

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Shams-White, Marissa M. M., author.

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Sidrow, Evan, author.

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Skripnikov, Andrey, author.

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Tariverdi, Mersedeh, author. (orcid)0000-0002-7514-379X

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The University of Arizona. Applied Mathematics. degree granting institution.

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The University of Chicago. Comparative Human Development. degree granting institution.

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The University of North Carolina at Chapel Hill. Bioinformatics and Computational Biology. degree granting institution.

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The University of North Carolina at Chapel Hill. Statistics and Operations Research. degree granting institution.

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Tufts University, Gerald J. and Dorothy R. Friedman School of Nutrition Science and Policy. Nutritional Epidemiology. degree granting institution.

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Tànfani, Elena.

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University of California, Los Angeles. Electrical Engineering 0303. degree granting institution.

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University of Colorado at Boulder. Applied Mathematics. degree granting institution.

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University of Glasgow (United Kingdom). Department not provided. degree granting institution.

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University of Kansas. Mathematics. degree granting institution.

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University of Minnesota. Electrical Engineering. degree granting institution.

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University of Pennsylvania. Electrical and Systems Engineering. degree granting institution.

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Wang, Anshu, author.

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Wang, Gang, author.

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Western Illinois University. Economics. degree granting institution.

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Wu, Tao, author.

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Cover image for A Computational Study of Story Narratives and Dynamics in On-line Social Media

A Computational Study of Story Narratives and Dynamics in On-line Social Media

13.

A Computational Study of Story Narratives and Dynamics in On-line Social Media

by

Ebrahimzadeh Houlasou, Ehsan, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10830149

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. The main goal of this dissertation is to develop computational and statistical tools that can

Cover image for Experimental Design & Analysis with Multiparental Populations

Experimental Design & Analysis with Multiparental Populations

14.

Experimental Design & Analysis with Multiparental Populations

by

Keele, Gregory R., author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10786654

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statistical tools designed specifically for MPP that can better leverage the abundant genetic and phenotypic

Cover image for Non-convex Phase Retrieval Algorithms and Performance Analysis

Non-convex Phase Retrieval Algorithms and Performance Analysis

15.

Non-convex Phase Retrieval Algorithms and Performance Analysis

by

Wang, Gang, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10786396

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exciting advances in non-convex optimization and statistical learning to devise algorithmic tools that are

Cover image for Tree-based Survival Models and Precision Medicine

Tree-based Survival Models and Precision Medicine

16.

Tree-based Survival Models and Precision Medicine

by

Cui, Yifan, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10786439

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Random forests have become one of the most popular machine learning tools in recent years. The main

Cover image for Networked Data Analytics: Network Comparison and Applied Graph Signal Processing

Networked Data Analytics: Network Comparison and Applied Graph Signal Processing

17.

Networked Data Analytics: Network Comparison and Applied Graph Signal Processing

by

Huang, Weiyu, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10788077

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analysis to the graph domain. In specific, we show how these tools can be used to better classify the

Cover image for A Bayesian Approach to Spike Sorting of Neural Data via Source Localization

A Bayesian Approach to Spike Sorting of Neural Data via Source Localization

18.

A Bayesian Approach to Spike Sorting of Neural Data via Source Localization

by

Greene, Patrick, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10831343

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its environment, and are one of the basic tools of modern neuroscience. However, these recordings

Cover image for Causal Mediation Analysis in Multisite Trials with an Evaluation of the Job Corps Program

Causal Mediation Analysis in Multisite Trials with an Evaluation of the Job Corps Program

19.

Causal Mediation Analysis in Multisite Trials with an Evaluation of the Job Corps Program

by

Qin, Xu, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10786458

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important constraints of existing analytic tools, analysts have rarely investigated between

Cover image for Joint-Stochastic Spectral Inference for Robust Co-Occurrence Modeling and Latent Topic Analysis

Joint-Stochastic Spectral Inference for Robust Co-Occurrence Modeling and Latent Topic Analysis

20.

Joint-Stochastic Spectral Inference for Robust Co-Occurrence Modeling and Latent Topic Analysis

by

Lee, Moontae, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10823238

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Excerpt:

billions of examples, we complete all the necessary tools to make spectral inference robust and scalable

Cover image for Models for Spatial Point Processes on the Sphere with Application to Planetary Science

Models for Spatial Point Processes on the Sphere with Application to Planetary Science

21.

Models for Spatial Point Processes on the Sphere with Application to Planetary Science

by

Xie, Meihui, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10826819

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focusing on extending exploratory tools on Rd to S d-1 , such as the widely used Ripley's K function.

Cover image for Topics in Joint Estimation of Vector Autoregressive Models

Topics in Joint Estimation of Vector Autoregressive Models

22.

Topics in Joint Estimation of Vector Autoregressive Models

by

Skripnikov, Andrey, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10902850

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of the most popular operational tools for such data are Vector Autoregressive models (VAR), the focal

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