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Machine learning aided Feature Selection for Ultrahigh Dimensional Data : Theory and Applications

Machine learning aided Feature Selection for Ultrahigh Dimensional Data : Theory and Applications

Ganguli, Arkaprabha

Text (2023)

Part of Electronic Theses & Dissertations

Exploring low-rank prior in high-dimensional data

Exploring low-rank prior in high-dimensional data

Text (2023)

Part of Electronic Theses & Dissertations

Bayesian Statistical Methods : Advancing Field-Level Risk Assessment in Agriculture, Accessible Statistical Training, and Inclusive Global Education

Bayesian Statistical Methods : Advancing Field-Level Risk Assessment in Agriculture, Accessible Statistical Training, and Inclusive Global Education

Text (2023)

Part of Electronic Theses & Dissertations

GRAPH-BASED CLUSTERING ALGORITHMS FOR SINGLE-CELL RNA SEQUENCING DATA : METHODS AND THEORY

GRAPH-BASED CLUSTERING ALGORITHMS FOR SINGLE-CELL RNA SEQUENCING DATA : METHODS AND THEORY

Manousidaki, Andriana

Text (2023)

Part of Electronic Theses & Dissertations

EXTENDED ENSEMBLE ESTIMATION : A TOOL FOR SENSITIVITY ANALYSIS FOR RESEARCHERS

EXTENDED ENSEMBLE ESTIMATION : A TOOL FOR SENSITIVITY ANALYSIS FOR RESEARCHERS

Text (2022)

Part of Electronic Theses & Dissertations

DATA-DRIVEN DYNAMIC NONLOCAL SUBGRID-SCALE MODELING FOR THE LARGE EDDY SIMULATION OF TURBULENT FLOWS

DATA-DRIVEN DYNAMIC NONLOCAL SUBGRID-SCALE MODELING FOR THE LARGE EDDY SIMULATION OF TURBULENT FLOWS

Seyedi, Seyedhadi

Text (2022)

Part of Electronic Theses & Dissertations

USING MACHINE LEARNING TO UNCOVER POPULATION HETEROGENEITY IN LONGITUDINAL STUDY

USING MACHINE LEARNING TO UNCOVER POPULATION HETEROGENEITY IN LONGITUDINAL STUDY

Text (2022)

Part of Electronic Theses & Dissertations

DECODE PHENOME-GENOME INTERACTIONS : A DATA SCIENCE APPROACH

DECODE PHENOME-GENOME INTERACTIONS : A DATA SCIENCE APPROACH

Chattopadhyay, Abhijnan

Text (2022)

Part of Electronic Theses & Dissertations

Statistical Methods for Single Cell Gene Expression : Differential Expression, Curve Estimation and Graphical Modelling

Statistical Methods for Single Cell Gene Expression : Differential Expression, Curve Estimation and Graphical Modelling

Text (2022)

Part of Electronic Theses & Dissertations

Consistent Bayesian Learning for Neural Network Models : Theory and Computation

Consistent Bayesian Learning for Neural Network Models : Theory and Computation

Jantre, Sanket Rajendra

Text (2022)

Part of Electronic Theses & Dissertations

The Effect of Network Embeddedness : Social Influence and Latent Space Positions on Teachers’ Resource Curation

The Effect of Network Embeddedness : Social Influence and Latent Space Positions on Teachers’ Resource Curation

Text (2022)

Part of Electronic Theses & Dissertations

Bootstrap based hypothesis testing for High-dimensional data

Bootstrap based hypothesis testing for High-dimensional data

Chakraborty, Nilanjan

Text (2022)

Part of Electronic Theses & Dissertations

MACHINE LEARNING TOWARDS DATA WITH COMPLEX STRUCTURES

MACHINE LEARNING TOWARDS DATA WITH COMPLEX STRUCTURES

Text (2022)

Part of Electronic Theses & Dissertations

Causal Inference with Mendelian Randomization for Longitudinal Data

Causal Inference with Mendelian Randomization for Longitudinal Data

Text (2022)

Part of Electronic Theses & Dissertations

Novel methods for functional data analysis with applications to neuroimaging studies

Novel methods for functional data analysis with applications to neuroimaging studies

Guha Niyogi, Pratim

Text (2022)

Part of Electronic Theses & Dissertations

Three Essays on Panel Data Models with Interactive and Unobserved Effects

Three Essays on Panel Data Models with Interactive and Unobserved Effects

Brown, Nicholas Lynn

Text (2022)

Part of Electronic Theses & Dissertations

Variational Bayes inference of Ising models and their applications

Variational Bayes inference of Ising models and their applications

Text (2022)

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Supervised Dimension Reduction Techniques for High-Dimensional Data

Supervised Dimension Reduction Techniques for High-Dimensional Data

Text (2022)

Part of Electronic Theses & Dissertations

Dynamical Systems Analysis Using Topological Signal Processing

Dynamical Systems Analysis Using Topological Signal Processing

Text (2022)

Part of Electronic Theses & Dissertations

Simultaneous Model Selection and Estimation of Generalized Linear Models with High Dimensional Predictors

Simultaneous Model Selection and Estimation of Generalized Linear Models with High Dimensional Predictors

Text (2022)

Part of Electronic Theses & Dissertations