| Speaker |
Title |
Date |
| Miles Lopes |
Rates of Approximation for CLT and Bootstrap in High Dimensions |
09-14-2021 |
| Kaizhen Wang |
Clustering a mixture of Gaussians with unknown covariances |
09-07-2021 |
| Shih-Kang Chao |
Directional Pruning of Deep Neural Networks |
04-20-2021 |
| Qifan Song |
Rate Minimaxity and False Discovery Control for High Dimensional Regression |
04-13-2021 |
| Juan Du |
Covariance Models for Some Data Sets In Continuous Space and Discrete Time |
04-06-2021 |
| Weijie Su |
A Top-Down Approach Toward Understanding Deep Learning |
03-30-2021 |
| Barbara Rudinger |
The Boltzmann (--Enskog) process |
03-23-2021 |
| Leszek Gawarecki |
Remarks on Partial Stochastic Differential Equations |
03-16-2021 |
| Guan Yu |
Locally Weighted Nearest Neighbor Classifier and Its Theoretical Properties |
03-09-2021 |
| Ayan Bhattacharya |
Consistency of the PLFit Estimator for Power-law Data |
03-04-2021 |
| Chao Gao |
Optimal Full Ranking from Pairwise Comparisons |
02-23-2021 |
| Andrey Pilpenko |
On Markov Processes with Irregular Behavior at a Fixed Point |
02-16-2021 |
| Arup Bose |
Free Probability and Random Matrices: An Introduction |
02-09-2021 |
| Hira L. Koul |
Weighted empirical minimum distance estimators in linear errors-in-variables regression
models |
02-02-2021 |
| Philip Gerrish |
Is There Sex on Other Planets? |
01-26-2021 |
| Hao Zhang |
Some Reflections on Our Profession Through My Professional Path |
01-19-2021 |
| Hammou Elbarmi |
Estimation of a distribution function with increasing failure rate average |
12-01-2020 |
| Eric Chi |
Getting your arrays in order with convex optimization |
11-17-2020 |
| Lin Chen |
Integrative Genomic Association and Mediation Analysis |
11-10-2020 |
| Ian McKeague |
Significance testing for canonical correlation analysis in high dimensions |
11-03-2020 |
| Vladimir Koltchinskii |
Bias reduction and efficiency in estimation of smooth functionals of high-dimensional
parameters |
10-27-2020 |
| Yuting Wei |
Genetic Pathway Analysis Under High Dimensions |
10-13-2020 |
| Chad He |
Genetic Pathway Analysis Under High Dimensions |
09-29-2020 |
| Sam Efromovich |
Missing and Modified Data in Nonparametric Statistics |
09-22-2020 |
| Pathanil Roy |
Continued fractions, the Chen-Stein method and extreme value theory |
09-15-2020 |
| Ning Ning |
Probabilistic machine learning in multivariate time series forecasting |
09-08-2020 |
| Rongrong Wang |
Manifold Denoising by Nonlinear Robust Principal Component Analysis |
02-18-2020 |
| Tyce DeYoung |
Spectral Measurement and Source Detection in Neutrino Astronomy |
02-11-2020 |
| Chih-Li Sung |
Applications of Computer Experiments: Emulation and Calibration |
01-28-2020 |
| Mohsen Zayernouri |
Uncertainty Quantification for System-Level Fractional Modeling, Simulation, and Analysis |
01-21-2020 |
| Camille Fairbourn |
Meeting Accessibility Requirements in the Classroom |
01-14-2020 |
| Rui Tuo |
Uncertainty Quantification with Gaussian Processes: Uniform Error Bounds and Convergence
Properties |
01-07-2020 |
| Frederi Viens |
Who will help MSU become a leader in data science for the 21st century? STT will! |
12-03-2019 |
| Lei Liu |
Capturing Heterogeneity in Repeated Measures Data by Fusion Penalty |
11-26-2019 |
| Anatoliy Malyarenko |
Tensor-valued Random Fields in Continuum Physics |
11-19-2019 |
| Marianne Huebner |
Quantile foliation with application to modeling performance across the life span in
weightlifting |
11-05-2019 |
| Peng Wang |
Repro Sampling Method for Joint Inference of Model Selection and Regression Coefficients
in High Dimensional Linear Models |
10-31-2019 |
| Zheyang Wu |
P-value Combination Tests for Correlated Data Analysis |
10-29-2019 |
| Veera Baladandayuthapani |
Bayesian Models for Richly Structured Data in Biomedicine |
10-22-2019 |
| Stilian Stoev |
Concentration of Maxima: Fundamental Limits of Exact Support Recovery in High Dimensions |
10-15-2019 |
| Bruno Sansó |
Spatio-Temporal Modelling using Integro-Difference Equations |
10-08-2019 |
| Ali Shojaie |
Learning Connectivity Networks from High-Dimensional Point Processes |
10-01-2019 |
| Takashi Owada |
Limit Theorems for Topological Invariants of Dynamic Multi-parameter Simplicial Complex |
09-24-2019 |
| Sayar Karmakar |
Gaussian approximation for multiple time series and applications |
09-17-2019 |
| Qing Mai |
Covariate-Adjusted Tensor Classification and Other Applications in High Dimensions |
09-10-2019 |
| Brian Reich |
Causal Spatial Analysis in the Presence of Unmeasured Confounders |
09-03-2019 |
| Monika Bhattacharjee |
Asymptotics of Large Autocovariance Matrices |
04-25-2019 |
| Lung-Fei Lee |
The Search for Best Linear and Quadratic Moment Conditions of the SAR Model |
04-23-2019 |
| Sebastian Kurtek |
Geometric Methods for Image-based Statistical Analysis of Brain Tumors |
04-16-2019 |
| Ciprian Tudor |
Asymptotic expansion on Wiener space |
04-15-2019 |
| Snigdha Panigrahi |
Carve Your Data for Adaptive Inference |
04-09-2019 |
| Subhajit Dutta |
On Perfect Classification and Clustering for Gaussian Processes |
04-02-2019 |
| Rebecca Nugent |
Before Teaching Data Science, Let’s First Understand How People Do It |
03-12-2019 |
| Jean-François Coeurjolly |
Penalized Approach for Spatial Point Processes Intensity Estimation |
02-28-2019 |
| Stefano Castruccio |
Non-Gaussian Spatio-Temporal Models for Modeling Uncertainty in Wind Energy |
02-26-2019 |
| Bryan Smith |
Cancer Metastasis as a Mathematical Rare Event? - The Role of Nanomechanics |
02-19-2019 |
| Haolei Weng |
Estimation of functionals of high-dimensional mean and covariance matrix |
02-12-2019 |
| Grace Hong |
Feature selection with survival outcome data |
02-05-2019 |
| Veronika Rockova |
On Theory for BART |
01-29-2019 |
| Yuehua Cui |
Kernel based methods for genomic data analysis |
01-22-2019 |
| Nikolai Leonenko |
Limit theorems, scaling of moments and intermittency for integrated finite variance
supOU processes |
01-15-2019 |
| Arun Ross |
Cosmetics, Spoof Attacks and Privacy: Biometrics in the Real World |
12-04-2018 |
| Yichuan Zhao |
Rank-based estimating equation with non-ignorable missing responses |
11-20-2018 |
| Chunfeng Huang |
Intrinsic Random Functions on the Sphere |
11-13-2018 |
| Vladas Pipiras |
Sampling-based Estimation of In-degree Distribution in Directed Complex Networks |
11-06-2018 |
| Likai Chen |
Statistical Learning for Time Dependent Data |
10-30-2018 |
| David Aldous |
Some of My Favorite Open Problems in Mathematical Probability |
10-18-2018 |
| David Aldous [John Kinney Memorial Lecture] |
Probability, Outside the Textbook |
10-16-2018 |
| Yang Feng |
Neyman-Pearson classification algorithms and NP receiver operating characteristics |
10-09-2018 |
| Natalie Neumeyer |
Change-point tests in nonparametric time series models |
10-04-2018 |
| Natalie Neumeyer |
Nonparametric boundary regressione |
10-02-2018 |
| Leonard Johnson |
Denoising Large Neuro-lmage MRI Data Using Spatial Random Effect Model |
09-25-2018 |
| Owen Carmichael |
Advanced Statistical Analysis of Neuroimaging Data: Why It Matters |
09-18-2018 |
| Alexander Sakhanenko |
Non-classical boundary crossing problems for general random walks |
09-04-2018 |
| Zhengyuan Zhu |
Integration of Survey Data and Big Data to Improve Agricultural Statistics |
05-01-2018 |
| Iain Johnstone |
Hannan Lecture Series |
04-2018 |
| Nathan Glatt-Holtz |
Adventures in Bayesian Statistical Inversion: Theory, Computation and Applications |
03-27-2018 |
| Todd Kuffner |
Philosophy of Science, Principled Statistical Inference, and Data Science |
03-13-2018 |
| Shrijita Bhattacharya |
Trimming the Hill estimator: robustness, optimality and adaptivity & Spatial impact
of extreme heat waves |
02-22-2018 |
| Krishna Balasubramanian |
Parametric and Nonparametric Models for Higher-order Interactions |
02-20-2018 |
| Xuan Cao |
Graphical Models, Non-local Priors in High-dimensional Bayesian Analysis |
02-15-2018 |
| Boxiang Wang |
Modern Classification with Big Data |
02-13-2018 |
| Xiongtao Dai |
Principal Component Analysis for Functional Data on Riemannian Manifolds and Spheres |
02-08-2018 |
| David Jones |
Detection methodology and statistical information theory for exoplanet hunting |
02-06-2018 |
| David Gerard |
Better Genotyping for Polyploids |
02-01-2018 |
| Ying Zhu |
High Dimensional Inference: Semiparametrics, Counterfactuals, and Heterogeneity |
01-26-2018 |
| Soudeep Deb |
Spatio-temporal models with space-time interaction and their applications to air pollution
data |
01-25-2015 |
| Chih-Li Sung |
Big Data in Computer Experiments |
01-23-2018 |
| Qi Long |
Knowledge-Guided Scalable Bayesian Variable Selection for High-dimensional Data |
12-05-2017 |
| Juan Du |
Variogram Models on Spheres |
11-21-2017 |
| Anirban Bhattacharya |
Statistical Optimality of Variational Bayes |
11-14-2017 |
| Yuying Xie |
Estimation of Graphical Models with Biomedical Applications |
11-07-2017 |
| Marianne Huebner |
Age-associated power decline and gender differences in Olympic weightlifting |
10-31-2017 |
| Jonathan Terhorst |
Inference of population history and natural selection from large samples of genomic
data |
10-24-2017 |
| Arun Ross |
Statistically Speaking: Some Fundamental Challenges in Human Recognition Using Biometrics |
10-10-2017 |
| Peter Chien |
Some Statistical Aspects of Uncertainty Quantification |
10-03-2017 |
| Archil Gulisashvili |
Implied volatility skew in rough stochastic volatility models. Moderate deviation
regime |
09-26-2017 |
| Matthew Reimherr |
Manifold Data Analysis with Applications to High-Resolution 3D Imaging |
09-19-2017 |
| Brian Caffo |
Fingerprinting With Repeated Resting State Functional MRI Data |
09-12-2017 |
| Kun Ho Kim |
Simultaneous Inference for the Partially Linear Model with a Multivariate Unknown
Function when the Covariates are Measured with Errors |
04-18-2017 |
| Qi Zheng |
Censored Quantile Regression in High Dimensional Survival Data |
04-11-2017 |
| Philip Ernst |
Yule's “Nonsense Correlation” Solved! |
04-04-2017 |
| Kiseop Lee |
Informed Traders’ Hedging with News Arrivals |
03-28-2017 |
| Qidi Peng |
Estimation of the Pointwise Hölder Exponent of Hidden Multifractional Brownian Motion
Using Wavelet Coefficients |
03-14-2017 |
| Peisong Han |
Empirical Likelihood Methods for Missing-data Analysis, Data Integration and More |
02-28-2017 |
| Zhengwu Zhang |
Metric-Based Registration and Analysis of Functional Data |
02-23-2017 |
| Yang Chen |
Delineating Protein Transportation Processes: Hierarchical Models for Single-Molecule
Data |
02-21-2017 |
| Haolei Weng |
High Dimensional Bridge Regression: A Unified View |
02-16-2017 |
| Andrea Kaplan |
Model Matters with Restricted Boltzmann Machines |
02-14-2017 |
| Soutir Bandyopadhyay |
A General Frequency Domain Method for Assessing Spatial Covariance Structures |
02-09-2017 |
| Subhadeep Paul |
Community Detection in Multi-Layer Networks |
02-07-2017 |
| Mark Reimers |
Big Data in Neuroscience: Analysis Challenges for the Coming Decades |
01-10-2017 |
| Xiaofeng Shao |
Martingale Difference Divergence and Its Applications to Contemporary Statistics |
12-06-2016 |
| Anindya Bhadra |
Default Bayes and Prediction Problems with Global-Local Shrinkage Priors |
11-29-2016 |
| Hyun Min Kang |
Mixture Models for Sequence Contamination and Single Cell Transcriptomics |
11-22-2016 |
| Peter Buhlmann |
Hierarchical High-Dimensional Statistical Inference |
11-15-2016 |
| Andrey Sarantsev |
Competing Brownian Particles |
11-08-2016 |
| Xi Chen |
Statistical Inference for Model Parameters with Stochastic Gradient Descent |
11-01-2016 |
| Jennifer Kaplan |
Promoting Instructional Change Through Professional Development of Undergraduate Instructors |
10-28-2016 |
| Winfried Stute |
On The Information Hierarchy in Survival Models |
10-27-2016 |
| Winfried Stute |
Empirical Martingale Spaces with Applications |
10-25-2016 |
| Kjell Doksum |
Ensemble Subspace Methods for High Dimensional Data |
10-07-2016 |
| Martin Lindquist |
High-dimensional Multivariate Mediation with Application to Neuroimaging Data |
10-04-2016 |
| Frederi Viens |
Parameter Estimation of Stationary Gaussian Processes Using the Generalized Method
of Moments |
09-29-2016 |
| Seunggeun (Shawn) Lee |
Asymptotic properties of principal component analysis and shrinkage-bias adjustment
in high-dimensional data |
09-20-2016 |
| William Kleiber |
Some problems in spatial modeling: multivariate random fields and simulation |
09-13-2016 |
| Marianne Huebner |
A Contemporary Framework for Initial Data Analysis |
09-06-2016 |
| Mladen Kolar |
Inference in high-dimensional semi-parametric graphical models |
04-12-2016 |
| Narayana Balakrishna |
Verying Kernel Marginal Density Estimator for a Positive Time Series |
04-05-2016 |
| Jian Kang |
Scalar-on-Image Regression via Soft-Thresholded Gaussian Processes |
03-29-2016 |
| Vivekananda Roy |
Estimating standard errors for importance sampling estimators with multiple Markov
chains |
03-22-2016 |
| Samiran Sinha |
Analysis of proportional odds models with censoring and errors-in-covariates |
03-15-2016 |
| Kevin He |
Covariance-insured Screening for Selecting Ultrahigh Dimensional Variables |
03-01-2016 |
| Rajib Paul |
Robust Estimation and Fitting of Reduced Rank Models to Large Spatial Datasets |
02-23-2016 |
| Xiang Zhou |
A Unified Framework for Variance Component Estimation with Summary Statistics in Genetic
Assoc Studies |
02-16-2016 |
| Saonli Basu |
USAT: A Unified Score-based Association Test for Multiple Phenotype-Genotype Analysis |
02-09-2016 |
| Yanyuan Ma |
A Semiparametric Approach to Dimension Reduction |
02-02-2016 |
| Hyunkeun Cho |
Quantile Marginal Regression for Longitudinal Data with Dropouts |
01-26-2016 |
| Dr. Alexander Aue |
Predicting functional time series |
12-01-2015 |
| Dr. Bo Li |
Statistics in Paleoclimate Reconstruction |
11-24-2015 |
| Dr. Catherine Calder |
Regression-Based Covariance Functions for Nonstationary Spatial Modeling |
11-17-2015 |
| Dr. Yoonkyung Lee |
Generalized Principal Component Analysis: Dimensionality Reduction through the Projection
of Natural Parameters |
11-10-2015 |
| Dr. Jan Hannig |
Generalized fiducial Inference: A Review |
11-03-2015 |
| Dr. Mi-Ok Kim |
Semiparametric Approach to a Random Effects Quantile Regression Model |
10-27-2015 |
| Dr. Yingying Fan |
Innovated Interaction Screening for High-Dimensional Nonlinear Classification |
10-20-2015 |
| Ping Ma |
Leveraging for big data regression |
10-13-2015 |
| Dr. Hui Zou |
Another Look at DWD: Thrifty Algorithm and Bayes Risk Consistency in RKHS |
10-06-2015 |
| Dr. Bimal Sinha |
Exact Inference Based on Single Synthetic Data for Multivariate Normal and Univariate
Linear Regression Normal Models |
09-29-2015 |
| Jun Li |
Robust estimation of isoform expression with RNA-Seq data |
09-22-2015 |
| Grace Hong |
A data-driven approach to conditional screening of high dimensional variables |
09-15-2015 |
| Magda Peligrad |
On the Spectral Theory of Random Matrices |
09-08-2015 |
| Danijel Grahovac |
Bounds on the support of the spectrum of singularities |
05-28-2015 |
| Christina Kendziorski |
Statistical methods for bulk and single-cell RNA-seq experiments |
04-28-2015 |
| Karl Rohe |
Design and estimation for respondent driven sampling |
04-21-2015 |
| Mark Reimers |
Big data comes to neuroscience: statistical methodology in optical neuro-imaging |
04-14-2015 |
| Ciprian Crainiceanu |
Not everybody, but some people move like you: Wearable computing in public health |
04-07-2015 |
| Srinivasa Varadhan |
Large Deviations for translation invariant functionals of Brownian Occupation times |
04-02-2015 |
| Jun Zhu |
Statistical Approaches to Regression Analysis of Spatial Data and Mapping of Ecological
Processes |
03-31-2015 |
| Debashis Paul |
A robust version of Hotelling’s T2 test in high dimensions |
03-24-2015 |
| B. Rajeev |
Martingale Representation Theorem, Stochastic Derivatives and Adapted Derivatives |
03-17-2015 |
| Runze Li |
Model-Free Feature Screening for Ultrahigh Dimensional Discriminant Analysis |
03-03-2015 |
| Zinoviy Landsman |
A generalized risk measure for the problem of optimal portfolio selection and its
explicit solution |
02-26-2015 |
| Piotr Kokoszka |
Some Application of Functional Data Analysis to Space Physics and Finance |
02-24-2015 |
| Robert Lund |
Stationary Count Time Series with Specified Marginal Distribution |
02-19-2015 |
| Xiaming Huo |
Fast Computing for Statistical Dependency |
02-17-2015 |
| Frederi Viens |
Parameter estimation for stochastic processes |
02-12-2015 |
| Hani Doss |
A Markov Chain Monte Carlo Approach to Empirical Bayes Inference and Bayesian Sensitivity
Analysis via Empirical Processes |
02-10-2015 |
| Andrey Pylypenko |
Limits of Markov Processes with Irregular Behavior at a fixed point |
01-27-2015 |
| Jeffrey Wooldridge |
Finite Population Causal Standard Errors |
01-20-2015 |
| Wei Zheng |
Universally optimal designs for two interference models |
01-13-2015 |
| Sudheesh Kattumannil |
On Some testing problem related to age replacement model |
12-02-2014 |
| Yi Li |
Ultrahigh Dimensional Time Course Feature Selection |
11-25-2014 |
| Xuming He |
Model-Based Inference in Subgroup Analysis |
11-18-2014 |
| Montse Fuentes |
Multivariate Spatial Modeling of Conditional Dependence to Study Arsenic Contamination |
11-11-2014 |
| Doug Nychka |
Multi-resolution spatial methods for large data sets |
11-04-2014 |
| Aklilu Zeleke |
On a Strong Law of Large Numbers |
10-30-2014 |
| Natesh Pillai |
Some aspects of Bayesian inference in high demensional problems |
10-28-2014 |
| Len Stefanski |
Measurement Error and Variable Selection |
10-21-2014 |
| Jeff Douglas |
Some Statistical Issues in Cognitive Diagnosis and Sequential Detection of Learning |
10-14-2014 |
| Sun Young Hwang |
Inference for stochastic processes via estimating functions |
10-07-2014 |
| Dan Nettleton |
Using Quasi-Likelihood Analysis of RNS-Seq Data to Identify Differentially Expressed
Genes |
09-30-2014 |
| Hui Jiang |
Statistical Modeling of RNA Sequencing Data |
09-23-2014 |
| Naveen Naidu Narisetty |
High Dimensional Variable Selection w Shrinking & Diffusing Priors |
09-16-2014 |
| Jan Beirlant |
Extreme Value Statistics for Truncated Pareto Type Distributions |
09-09-2014 |
| Lan Wang |
Quantile Regression Analysis of High-Dimensional Heterogeneous Data |
09-02-2014 |
| Jiashun Jin |
Spectral Clustering |
08-28-2014 |
| Long Nguyen |
An optimal transport based theory of hierarchical Bayesian inference |
04-22-2014 |
| Peter Hoff |
Statistical Methods for relational tensor data |
04-15-2014 |
| Hao Zhang |
Recent development &some open problems in spatial statistics |
04-08-2014 |
| Ambuj Tewari |
Online Learning: Prediction in a Game-Theoretic Framework |
04-01-2014 |
| Peter Song |
Regression Analysis of Networked Data |
03-25-2014 |
| Aylin Alin |
Robust BCa-JaB Method as a Diagnostic Tool for Linear Regression Models |
03-18-2014 |
| R.V. Ramamoorthi |
Bayesian Asymptotics in Misspecified Models |
03-11-2014 |
| Eric Slud |
Modeling Frame Deficiencies for Improved Calibration |
02-25-2014 |
| Dianne Cook |
Statistical Inference by Crowd-Sourcing |
02-18-2014 |
| Soutir Bandyopadhyay |
A Frequency Domain Empirical Likelihood Method for Irregularly Spaced Spatial Data |
02-11-2014 |
| David Banks |
Text Networks |
02-04-2014 |
| David Hunter |
Model-Based Clustering of Large Networks |
01-28-2014 |
| Chenxi Li |
The Proportional Subdistribution Hazards Model for Interval Censored Competing Risks
Data |
01-21-2014 |
| Mark Iwen |
Approximation of Points on Low-dimensional Manifolds via Compressive Measurements |
01-14-2014 |
| Ping-Shou Zhong |
Some Hypothesis Testing Problems for High Dimensional Data under Sparsity |
01-09-2014 |
| Weixing Song |
Nonparametric Regression with Errors in Partial Variables |
12-03-2013 |
| Gustavo Didier |
Probabilistic and inferential aspects of self-similarity in the multivariate and multiparameter
settings |
11-26-2013 |
| Shyamal Peddada |
Test for Multivariate Stochastic Order Among Ordered |
11-19-2013 |
| Dan Spitzner |
Bayesian testing and multiple-testing using neutral-data comparisons |
11-12-2013 |
| Yaniv Plan |
Noise, non-linearity, and low-dimensionality in high-dimensional inference |
11-07-2013 |
| Jing Qin |
Empirical likelihood, selection biased sampling, semiparametric generalized linear
model: connections and applications |
11-05-2013 |
| Guang Cheng |
The Long March Towards Joint Asymptotics: My 1st Steps... |
10-31-2013 |
| Wei Pan |
Adjustment for Population Stratification in Genetic Association Analysis with Sequencing
Data |
10-29-2013 |
| James Boyett |
Statistical History that is Very Relevant to Today’s Clinical Trials; especially with
more “Data Miners,” Publication Bias and “Expert” Central Reviewers of Components
of Clinical Trials |
10-22-2013 |
| Liang Peng |
Interval Estimation for Random Coefficient AR Model and Predictive Regressions |
10-15-2013 |
| Yufeng Liu |
Joint Estimation of Multiple Dependent Gaussian Graphical Models with Applications
to Mouse Genetics |
10-08-2013 |
| Domenico Marinucci |
Testing for Isotropy and Geometric Features of Needlets Excursion Sets |
09-24-2013 |
| Jana Jureckova |
Averaged Regression Quantiles |
09-17-2013 |
| Stephen Portnoy |
The Jackknife's Edge: Inference on Censored Regression Quantiles |
09-10-2013 |
| Chae Young Lim |
Estimation of Smoothness of a Stationary Gaussian Random Field |
09-03-2013 |
| Persi Diaconis |
Mathematics and Statistics for Large Networks |
08-30-2013 |
| Yaniv Plan |
Introduction to Compressed Sensing (PM) |
08-27-2013 |
| Yaniv Plan |
Introduction to Compressed Sensing (AM) |
08-27-2013 |
| Professor Arup Bose |
Consistency of Large Dimensional Sample Covariance Matrix Under Weak Dependence |
05-28-2013 |
| Kun Ho Kim |
Parametric Specification Tests for Non-linear Time Series Models |
04-23-2013 |
| Pengsheng Ji |
Optimality in High Dimensional Variable Selection |
04-16-2013 |
| Xiaotong Shen |
Personalized Information Filtering |
04-09-2013 |
| Song Wu |
Multi-loci Linkage Disequilibrium Mapping of Complex Traits |
04-02-2013 |
| Emiliano Valdez |
Multivariate Negative Binomial Models for Insurance Claim Counts |
03-28-2013 |
| Jiashun Jin |
CANCELED |
03-26-2013 |
| Soumen Lahiri |
A Penalized Empirical Likelihood Method in High Dimensions |
03-19-2013 |
| Joshua French |
Spatio-Temporal Exceedance Locations and Confidence Regions |
03-12-2013 |
| Ji Zhu |
Joint Estimation of Multiple Graphical Models |
02-26-2013 |
| Eric R. Ulm |
Analytic Solution for Ratchet Guaranteed Minimum Death Benefit Options Under a Variety
of Mortality Laws |
02-19-2013 |
| Stephen Hsu |
Genetic Architecture of Intelligence |
02-19-2013 |
| Maxim Bichuch |
Price of a Contingent Claim Liability in a Market with Small Transaction Costs |
02-14-2013 |
| Fred Wright |
Some useful permutation methods you've probably never used |
02-12-2013 |
| Hyokyoung (Grace) Hong |
Quantile Approaches to Limited Response Variables |
02-07-2013 |
| Liang Hong |
A Note on the Cost of Hedging Variable Annuities |
02-07-2013 |
| Tianxiang Shi |
The Time to Ruin: Analysis of an Insurer's Solvency Risk |
02-05-2013 |
| Jiahan Li |
A Fast Algorithm for Detecting Gene-Gene Interactions in Genome-Wide Association Studie |
02-05-2013 |
| Xiaoying Han |
Dynamics of Infinite Dimensional Stochastic Differential Equations |
01-31-2013 |
| Jonathan Taylor |
Suprema of random fields with applications |
01-29-2013 |
| Heng Wang |
Copy Number Variation Detection Using Next Generation Sequencing Read Counts |
01-24-2013 |
| Wenning Feng |
Clustering and Variable Selection: Some Contributions to Spatial Regression |
01-22-2013 |
| Yuefeng Wu |
Hellinger Distance and Bayesian Non-Parametrics Hierarchical Models for Robust and
Efficient Bayesian Inference |
01-17-2013 |
| Min Wang |
A New Bayesian Strength of Evidence for Testing a Point Null Hypotheses Using Divergence
Measures |
01-15-2013 |
| Liang Zhang |
PACKING DIMENSION OF IMAGES OF ADDITIVE LEVY PROCESSES |
01-15-2013 |
| Xizhen Cai |
Variable Selction for the Porportional Odds Model |
01-10-2013 |
| Heng Wang |
Testing a Union-of-Cones Null Hypothesis for the Identification of Heterosis |
01-08-2013 |
| Mikyoung Jun |
Nonstationary cross-covariance models for multivariate processes on a globe |
12-04-2012 |
| Michael Daniels |
A Nonparametric Prior for Simultaneous Covariance Estimation in Longitudinal Data |
11-27-2012 |
| Karthik Bharat |
Asymptotics of Clustering Criteria for Smooth Distributions |
11-20-2012 |
| Xiaohui Chen |
Covariance and Precision Matrix Estimation for High-Dimensional Time Series |
11-13-2012 |
| David Findley |
Complementary Properties of an F-Test and a Spectral Diagnostic for Detecting Seasonality
in Unadjusted and Seasonally Adjusted Time Series |
11-06-2012 |
| Fred Wright |
Useful resampling methods you've probably never used |
10-30-2012 |
| Dr. Song Song |
Large Spatial Covariance Matrix Estimation for High Dimensional Time Series with Application
to Semiprarmetric Model Construction |
10-23-2012 |
| Alexandra Piryatinska |
Change-point detection for non-stationary time series via complexity of functions
and its applications to EEG data. |
10-16-2012 |
| Ryan Martin |
Plausibility functions and exact frequentist inference |
10-09-2012 |
| Jingcheng Liu |
Rare-event Analysis and Simulations for Gaussian and Its Related Processes |
10-02-2012 |
| Rebecca Steorts |
Balancing the books by benchmarking: What to do when small area estimates just don't
add up |
09-25-2012 |
| Rob Tempelman |
Beyond the Generalized Linear Mixed Model: a Hierarchical Bayesian Perspective |
09-18-2012 |
| Peter J. Bickel |
Surprising Phenomena in Inference for iid p Dimensional Data |
09-11-2012 |
| Professor Peter J. Bickel |
Some Examples of Statistical Inference in Genomics |
09-06-2012 |
| Peter J. Bickel |
Topics in Nonparametric Inference for Unlabeled Network Models |
09-04-2012 |
| Arup Bose |
Patterned Random Matrices |
05-29-2012 |
| Estate V. Khmaladze |
On distribution free tests for discrete distributions and an extension to continuous
time |
05-15-2012 |
| Nathaniel Tymes, Jr. |
Are online courses the right choice for you? |
04-26-2012 |
| Subhadeep Mukhopadhyay |
LP-comoments: Theory, Methodology and Interpretation |
04-17-2012 |
| Shyamal Peddada |
Identification of a core set of signature cell cycle genes whose relative order of
time to peak expression is conserved across species |
04-12-2012 |
| Liza Levina |
Consistency of community detection and probability models in networks |
04-10-2012 |
| Dr. Terry Therneau |
Mitochondra, Aging, and Sequencing Errors |
04-03-2012 |
| Qing Lu |
Statistical Approaches for High-Dimensional Family-Based Genetic Association Studies |
03-27-2012 |
| Vladimir Koltchinskii |
Complexity Penalization in Low Rank Matrix Regression |
03-20-2012 |
| Juyong Park |
A Robust Test for Detecting a Signal in a High Dimensional Sparse Normal Vector |
03-13-2012 |
| P. K. Pathak |
ADVENTURES IN STATISTICS AND PROBABILITY, PART I |
02-28-2012 |
| Xiaojing Wang |
Bayesian Analysis of Dynamic Item Response Models |
02-23-2012 |
| Stephen Stanhope |
Mixed Model/Score Test Based Methods for Association Studies of Binary Traits with
Risk Covariates in Populations of Related Individuals |
02-21-2012 |
| Lifeng Wang |
Functional Least Angle Regression for High Dimensional Additive Models |
02-14-2012 |
| Qing Wang |
Topics in U-Statistics and Estimation |
02-09-2012 |
| Jessi Cisewski |
Generalized Fiducial Inference for Linear Mixed Models |
02-02-2012 |
| Alexander Sakhanenko |
Generalizations of KMT Approximation for Sequences of Partial Sums |
01-24-2012 |
| Kun Ho Kim |
Inference of the Semi-Parametric Partial Linear Model |
01-17-2012 |
| Marianne Huebner |
Lymph node ratio or estimating the probability of understaging in rectal and breast
cancer |
01-10-2012 |
| Guanqun Cao |
Spline Confidence Envelopes for Covariance Function in Dense Functional Longitudinal
Data |
11-29-2011 |
| Wei Biao Wu |
Random Matrix Theory and Covariance Matrix Estimation |
11-22-2011 |
| Alexander Lindner |
Strictly Stationary ARMA Processes |
11-15-2011 |
| Dongchu Sun |
Bayesian Analysis of Variance |
11-08-2011 |
| Jung-Ying Tzeng |
Detecting and Comprehending Marker-Set Association for Common and Rare Variants |
11-01-2011 |
| Raoul LePage |
A New Sampling Based Approach to Multiple Linear Regression |
10-25-2011 |
| Vanja Dukic |
Tracking Flu Epidemics - Google Flu Trends and Particle Learning Algorithms |
10-18-2011 |
| Owen Carmichael |
Diffusion MRI & Resting State Functional MRI: Two Brain Imaging Modalities That Need
Statistical Help |
10-11-2011 |
| Dennis Gilliland |
Lower Estimates for Recovery of Overcharges to Medicare |
09-27-2011 |
| Erik Segur |
Distributed Computing |
09-20-2011 |
| Renee Schilling |
Path Properties for Levy Type Processes |
09-15-2011 |
| Peter Straka |
Microscopic Models for Anomalous Diffusion with Reactions |
09-06-2011 |
| Michael L. Stein |
When does the screening effect hold? |
09-01-2011 |
| Donatas Surgailis |
A Two-Sample Test for Comparison of Long Memory Parameters |
04-26-2011 |
| N. Leonenko |
Fractional Elliptic, Hyperbolic and Parabolic Random Fields |
04-21-2011 |
| Xihong Lin |
Statistical Methods for Rare Variant Association Testing for Sequencing Data |
04-19-2011 |
| David Ruppert |
Semiparametric Regression, Penalized Splines, and Mixed Models |
04-14-2011 |
| Davar Khoshnevisan |
On the Chaotic Character of Some Parabolic Stochastic PDEs |
04-12-2011 |
| Philippe Barbe |
Non-Stationary Fractional Processes |
04-07-2011 |
| Veronica Berrocal |
Space-Time Data Fusion Under Error in Computer Model Output: An Application to Modeling
Air Quality |
04-05-2011 |
| Peter Hall |
Modelling the Variability of Rankings |
03-29-2011 |
| Peter Hall |
Clustering High-Dimensional Data Using Evidence of Multimodality |
03-24-2011 |
| Peter Hall |
Contemporary Frontiers in Statistics |
03-22-2011 |
| Tenko Raykov |
Modeling Time to Event via Survival Analysis Using Latent Predictors with Multiple
Indicators: Does Depression Warn of an Impending Stroke? |
03-01-2011 |
| Alla Sikorskii |
The Student Subordinator Model with Dependence for Risky Asset Returns |
02-22-2011 |
| Ping-Shou Zhong |
Tests for High Dimensional Regression Coefficients with Factorial Designs |
02-17-2011 |
| Ci-Ren Jiang |
Covariate Adjusted Functional Principal Component Analysis |
02-15-2011 |
| Xu Han |
False Discovery Control Under Arbitrary Dependence |
02-10-2011 |
| Qunhua Li |
Measuring Reproducibility of High-Throughput Biological Experiments |
02-08-2011 |
| Beatrix Jones |
Challenges in Gaussian Graphical Models |
02-01-2011 |
| David S. Matteson |
Forecasting Emergency Medical Service Call Arrival Rates |
01-27-2011 |
| Sungkyu Jung |
Statistical Analysis of Data on Curved Manifolds |
01-25-2011 |
| George Michailidis |
Joint Estimation of Multiple Graphical Models |
01-20-2011 |
| Shaoyu Li |
Gene-Centric Gene-Gene Interactions: A Model-Based Kernel Machine Method |
01-11-2011 |
| A. V. Chechkin |
A Few "Paradoxes" of Levy Flights from a Physicist's Point of View |
12-14-2010 |
| Dapeng Zhan |
A Stochastic Coupling Technique in the Study of SLE |
12-07-2010 |
| Zbigniew J. Jurek |
The Random Integral Representation Conjecture |
11-30-2010 |
| Han Xiao |
On Sample Autocovariances of Stationary Processes |
11-23-2010 |
| Wexing Song |
Distribution-Free Test in Tobit Mean Regression Model |
11-18-2010 |
| Don Edwards |
Closed Sequential and Multistage Inference with Binary Response |
11-16-2010 |
| Shujia Ma |
A Simultaneous Confidence Band for Sparse Longitudinal Regression |
11-11-2010 |
| Shlomo Levental |
Functional Ito Formula |
11-09-2010 |
| Sun Jiayang |
Modern Statistical Process Control: Wonder of Tube Formulae and Covariance Estimation |
11-02-2010 |
| Boris Baeumer |
Approximating Tempered Operator Stable Random Variables |
10-28-2010 |
| Susan Murphy |
Inference for Dynamic Treatment Regimes |
10-26-2010 |
| Jennifer Kaplan |
Lexical Ambiguity in Statistics: The Cases of Random and Spread |
10-12-2010 |
| Anita Behme |
Properties of Stationary Solutions of the SDE $dV_t=V_{t-}dU_t +dL_t$ |
10-05-2010 |
| Anton Schick |
An Empirical Likelihood Approach to Goodness of Fit Testing |
09-28-2010 |
| Parthanil Roy |
Ergodic Properties of Stable Random Fields |
09-21-2010 |
| Chae Young Lim |
Modeling Point Processes with Spatially Dependent Marks: A Case Study in Fingerprint
Analysis |
09-14-2010 |
| Lifeng Wang |
Boosting for High-Dimensional Nonparametric Additive Models |
09-07-2010 |
| Hannu Oja |
On Multivariate Location, Scatter, Skewness, and Kurtosis, and the Invariant Coordinate
System (ICS) |
05-18-2010 |
| Stefan Tappe |
Term Structure Models Driven by Wiener Processes and Poisson Measures: Existence and
Positivity |
05-11-2010 |
| Tathagata Banerjee |
Testing Equality of Means for Paired Data When the Labels are Unknown |
04-29-2010 |
| Wolfgang Polonik |
Testing for Modality, Residual Empirical Process and Weighted Sums for Time Varying
Processes |
04-27-2010 |
| David Nualart |
Central Limit Theorems for Functionals of Gaussian Processes and Applications |
04-20-2010 |
| Malay Ghosh |
Benchmarked Small Area Estimators |
04-13-2010 |
| Jan Beirlant |
Reduced Bias Estimators in Joint Tail Modeling |
04-08-2010 |
| Naisyn Wang |
Functional Latent Features Models |
04-06-2010 |
| Professor N. N. Leonenko |
Series Expansions for the First Passage Distribution of Pearson-Kolmogorov Jump Diffusions |
04-01-2010 |
| Kun Ho Kim |
Time-Varying Risk Aversion |
03-30-2010 |
| Raoul LePage |
Randomization Transfer |
03-23-2010 |
| Marc Hallin |
Multivariate Quantiles and Multiple-Output Regression Quantiles: From L1 Optimization
to Halfspace Depth |
03-18-2010 |
| Gennady Samorodnitsky |
Large Deviations for Point Processes Based On Stationary Sequences with Heavy Tails |
03-16-2010 |
| Lexin Li |
Dimension Reduction by Groups |
03-02-2010 |
| Ahmad Reza Soltani |
Truncated Stable Random Variables: Characterization and Simulation |
02-23-2010 |
| Alla Sikorskii |
Variance Gamma and Normal Inverse Gaussian Risky Asset Models with Dependence through
Fractal Activity Time |
02-16-2010 |
| Jeffrey Racine |
Constrained Nonparametric Kernel Regression: Estimation and Inference |
02-09-2010 |
| Yuehua Cui |
A Statistical Variance Components Framework for Mappng Imprinted Quantitative Trait
Loci Underlying Endosperm Traits in Flowering Plants |
02-02-2010 |
| Xia Chen |
Intersections of Random Walks: Large Deviations |
01-19-2010 |
| Linglong Kong |
Multivariate Quantile Regression: A Directional Approach |
01-12-2010 |
| Qiongxia Song |
Oracally Efficient Spline Smoothing of Nonlinear Additive Augogression Models with
Simultaneous Confidence Band |
12-08-2009 |
| Roderick Little |
The Analysis of Data Involving Assays Subject to Measurement Error |
12-01-2009 |
| Lifeng Wang |
Boosting for High-Dimensional Linear Models with Grouped Variables |
11-24-2009 |
| Ton Dieker |
Interlacings and the Interchange Process on Weighted Graphs |
11-17-2009 |
| Fang Yao |
Functional Mixture Regression |
11-10-2009 |
| Dennis Gilliland and Vince Melfi |
Quantitative Literacy at Michigan State University |
11-03-2009 |
| Shailaja Deshmukh |
Strong Completeness and its Applications to Random Thinning of Random Processes |
10-27-2009 |
| Wenbo V. Li |
Small Value Phenomena in Probability and Statistics |
10-20-2009 |
| Sidney Resnick |
Modeling Data Network Sessions and the Conditional Extreme Value Model |
10-13-2009 |
| Sastry G. Pantula |
Unit Root Tests -Thirty Years and Ticking!!! |
10-08-2009 |
| Milan Merkle |
Jensen's Inequality for Multivariate Medians |
10-06-2009 |
| Mark M. Meerschaert |
Space-time Duality for Fractional Diffusion |
09-29-2009 |
| Vicky Fasen |
Extremes of Autoregressive Threshold Processes |
09-22-2009 |
| Xiao-Li Meng |
To Center or Not to Center: That is Not the Question - An Ancillarity-Sufficiency
Interrweaving Strategy (ASIS) for Boosting MCMC Efficiency |
09-18-2009 |
| Saurabh Ghosh |
Model-Free Linkage and Association Mapping of Complex Traits Using Quantitative Endophenotypes |
09-15-2009 |
| Tailen Hsing |
Deciding the Dimension of Effective Reduction Space for Functional and High-Dimensional
Data |
09-08-2009 |
| Tatyana Krivobokova |
Some Asymptotic Results On Penalized Spline Smoothing |
08-11-2009 |