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Program of Study: Statistics - Doctor of Philosophy
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Electronic Theses & Dissertations
54
Language
English
54
Subject
Alzheimer's disease
1
Analysis of covariance
2
Artificial intelligence
1
Autocorrelation (Statistics)
1
Autoregression (Statistics)
3
Bayesian statistical decision theory
8
Big data
1
Bioinformatics
1
Biology
1
Biometry
2
Blood-vessels--Imaging
1
Bootstrap (Statistics)
1
Brain--Imaging
2
Brownian motion processes
2
Causation
1
Censored observations (Statistics)
1
Correlation (Statistics)
1
Curves
1
Dental caries in children
1
Diagnostic imaging--Mathematical models
1
Diffusion tensor imaging
1
Dimensional analysis
1
Disease susceptibility--Genetic aspects
1
Diseases--Statistical methods
1
Environmentally induced diseases
2
Epidemiology
1
Equilibrium (Economics)--Mathematical models
1
Error analysis (Mathematics)
1
Errors-in-variables models
1
Estimation theory
2
Evaluation
1
Finance--Mathematical models
1
Forecasting--Statistical methods
1
Fractional calculus
1
Functional analysis
1
Gaussian Markov random fields
1
Gaussian distribution
2
Gaussian measures
1
Gaussian processes
2
Gene expression
1
Gene regulatory networks
1
Generalized estimating equations
1
Genes
1
Genetics
1
Genomics
1
Genomics--Statistical methods
1
Genotype-environment interaction
1
Goodness-of-fit tests
1
Graph theory
1
Graphical modeling (Statistics)
1
Health risk assessment
1
High-throughput nucleotide sequencing
1
Information technology
1
Instrumental variables (Statistics)
1
Ising model
1
Kernel functions
1
Linear models (Statistics)
2
Machine learning--Mathematical models
1
Marketing research--Statistical methods
1
Mathematical models
2
Mathematical statistics
7
Medical genetics
2
Medical genetics--Statistical methods
2
Medicine, Preventive--Research
1
Multilevel models (Statistics)
1
Multivariate analysis
6
Neural networks (Computer science)
2
Nonparametric statistics
1
Ornstein-Uhlenbeck process
1
Phenotype
1
Physiology
1
Plant ecology
1
Plant genomes
1
Plants
1
Prices--Econometric models
1
Probabilities
1
Quantile regression
1
Quantitative research
2
Random fields
3
Random noise theory
2
Regression analysis
4
Regression analysis--Mathematical models
1
Research
1
Research--Statistical methods
1
Sea level--Measurement
1
Simulation methods
1
Space and time--Mathematical models
1
Spatial analysis (Statistics)
2
Statistical functionals
1
Statistical hypothesis testing
1
Statistics
16
Statistics--Databases
1
Statistics--Methodology
1
Stochastic analysis
1
Stochastic differential equations
1
Stochastic partial differential equations
1
Stocks
1
Streamflow
1
Support vector machines
1
Survival analysis (Biometry)
1
System analysis
1
Three-dimensional modeling
1
Traffic flow
1
White matter
1
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Statistical machine learning theory and methods for high-dimensional low sample size (HDLSS) problems
Yang, Kaixu
Text (2020)
Part of
Electronic Theses & Dissertations
Variational bayes inference of Ising models and their applications
Kim, Minwoo
Text (2022)
Part of
Electronic Theses & Dissertations
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
Saha, Satabdi
Text (2022)
Part of
Electronic Theses & Dissertations
Consistent Bayesian learning for neural network models : theory and computation
Jantre, Sanket Rajendra
Text (2022)
Part of
Electronic Theses & Dissertations
Bayesian uncertainty quantification of computer models with efficient calibration and computation
Kejzlar, Vojtech
Text (2020)
Part of
Electronic Theses & Dissertations
Sample path properties of Gaussian random fields and stochastic partial differential equations
Lee, Cheuk Yin (Graduate of Michigan State University)
Text (2020)
Part of
Electronic Theses & Dissertations
Bootstrap based hypothesis testing for high-dimensional data
Chakraborty, Nilanjan
Text (2022)
Part of
Electronic Theses & Dissertations
Variational bayes deep neural network : theory, methods and applications
Liu, Zihuan
Text (2021)
Part of
Electronic Theses & Dissertations
GRAPH-BASED CLUSTERING ALGORITHMS FOR SINGLE-CELL RNA SEQUENCING DATA : METHODS AND THEORY
Manousidaki, Andriana
Text (2023)
Part of
Electronic Theses & Dissertations
Simultaneous model selection and estimation of generalized linear models with high dimensional predictors
Pijyan, Alex
Text (2022)
Part of
Electronic Theses & Dissertations
Causal inference with Mendelian randomization for longitudinal data
Qu, Jialin
Text (2022)
Part of
Electronic Theses & Dissertations
STATISTICALLY CONSISTENT SUPPORT TENSOR MACHINE FOR MULTI-DIMENSIONAL DATA
Li, Peide
Text (2021)
Part of
Electronic Theses & Dissertations
NEURAL NETWORKS MODELS WITH APPLICATIONS TO GENETIC STUDIES
Zhang, Shan
Text (2021)
Part of
Electronic Theses & Dissertations
A spatio-temporal model for white matter tractography in diffusion tensor imaging
Goo, Juna
Text (2020)
Part of
Electronic Theses & Dissertations
Predictive model building for utilizing word embedding models : applications in insurance data
Manski, Scott
Text (2020)
Part of
Electronic Theses & Dissertations
Mixture innovations' based auto-regressive processes with application to sea level rise data
Alshahrani, Fatimah
Text (2020)
Part of
Electronic Theses & Dissertations
Quantile regression and extremes
Mandal, Raka
Text (2020)
Part of
Electronic Theses & Dissertations
High dimensional statistical methods for gene-environment interactions
Wu, Cen
Text (2013)
Part of
Electronic Theses & Dissertations
Statistical and computational methods for biological data
Hao, Yuning
Text (2019)
Part of
Electronic Theses & Dissertations
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