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Keyword Search Criteria: correlation returned 64 record(s)

Sunday, 08/08/2021

Rate-Optimal and Fast Quasi-Bayesian Estimation in Sparse Canonical Correlation Analysis
Yves Atchade, Boston University; Qiuyun Zhu, Boston University

Testing Correlation of Unlabeled Random Graphs
Yihong Wu, Yale; Jiaming Xu, Duke University; Sophie H. Yu, Duke University
1:35 PM

CoCoA: A Conditional Correlation Model with Association Size
Danni Tu, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania; Bridget Mahony, Section on Developmental Neurogenomics, National Institutes of Mental Health; Maxwell A. Bertolero, Department of Psychiatry, Perelman School of Medicine; Aaron F Alexander-Bloch, University of Pennsylvania; Danielle S. Bassett, Department of Bioengineering, University of Pennsylvania; Theodore D Satterthwaite, University of Pennsylvania; Armin Raznahan, Developmental Neurogenomics Unit, National Institute of Mental Health; Russell Shinohara, University of Pennsylvania
1:40 PM

Asymptotic Distributions of High-Dimensional Distance Correlation Inference
Lan Gao, University of Southern California; Yingying Fan, University of Southern California; Jinchi Lv, University of Southern California; Qi-Man Shao, Southern University of Science and Technology and The Chinese University of Hong Kong
1:55 PM

Bayesian Inferences on Spatially Varying Correlations via Gaussian Processes
Moyan Li, University of Michigan, Ann Arbor; Lexin Li, University of California, Berkeley; Jian Kang, University of Michigan
2:40 PM

A New Correlation-Based Method for Co-Localization Analysis in Super-Resolution Images
Xueyan Liu, University of New Orleans; Clifford Guy, St. Jude Children's Research Hospital; Emilio Boada Romero, St. Jude Children's Research Hospital; Douglas Green, St. Jude Children's Research Hospital; Cheng Cheng, St. Jude Children’s Research Hospital; Hui Zhang, Division of Biostatistics, Northwestern University
2:45 PM

An Evaluation of a Residual Confounding Quantity of Propensity Score Stratification.
Yoko Sato, Shizuoka Graduate University of Public Health; Eiji Nakatani, Shizuoka Graduate University of Public Health; Seiichiro Yamamoto, Shizuoka Graduate University of Public Health
4:00 PM

Hierarchical Canonical Correlation Screen for Identification and Visualization of Phenotype-Driven Cell Types in Multiple Sample Single-Cell RNA-Sequencing Experiments

4:30 PM

Bayesian Hypothesis Testing on Kendall Rank Correlation Coefficient

4:45 PM

Testing for Associations in a Heterogeneous Population

4:50 PM

Intergroup and Intragroup Correlation for Binary Regression Data

4:55 PM

Monday, 08/09/2021

Uncovering Dynamic Relationships of FAANG+M Stock Prices

10:35 AM

Homogeneity Test of Ratio of Two Proportions in Stratified Bilateral and Unilateral Data

10:50 AM

Leveraging Influencers in the Design of Network-Structured Studies to Estimate Direct and Spillover Effects

11:05 AM

Exploratory Data Analysis of PLACES: Local Data for Better Health

11:05 AM

Methods for Analyzing AB/BA Crossover Design

11:20 AM

Bayesian Modeling of Spatial Transcriptomics Data via a Modified Ising Model

11:25 AM

Lag Autocorrelation and Recursive Prediction from Accelerometer Data

11:25 AM

Estimating Factors in Dynamic Equicorrelation Model

11:35 AM

Effective Disease Surveillance by Using Covariate Information

1:45 PM

Fast Correlation-Based Sparse Inverse Cholesky Factorization for Gaussian Processes

1:45 PM

Response Envelopes for Multivariate Spatial Data

2:10 PM

Modeling Non-Normal Data Using a Family of Mixture Polynomial Based on Quantile Function of Hyperbolic Secant Distribution

2:40 PM

Tuesday, 08/10/2021

Stratified Proportional Hazards Models for Clustered Interval-Censored Data with Time-Dependent Covariates

10:45 AM

CGM and Insulin Pump Data to Introduce Classical and Machine Learning Time Series Analysis Concepts to Students.

10:45 AM

Multilevel Network Recovery Through Nonparametric Kernel Machine Regression Adapted for Correlated Variable Selection

11:10 AM

Urbanization and Fire Risk

11:10 AM

Correlating Surrogate Endpoints with Overall Survival at the Individual Patient Level for Precision Oncology

1:35 PM

Integrating Genomic Correlation Structure Improves Copy Number Variations Detection

2:10 PM

Within-Cluster Resampling with Informative Correlation

2:15 PM

Genetic Correlation Between Major Depression and Objectively Assessed Sleep Features in a Community Cohort from Lausanne, Switzerland

2:20 PM

Spatial-Temporal Modeling of COVID-19 Mortality Risk in Toronto, Canada

2:50 PM

Wednesday, 08/11/2021

Using Statistical Averages to Improve Similarity Search of Large DNA Molecules to the Human Genome

10:50 AM

Unsupervised Clustering of Aging Individuals Using Multi-Region Brain Transcriptomes

1:55 PM

Two Symmetric and Computationally Efficient Gini Correlations

2:00 PM

Asymptotic Distributions of High-Dimensional Distance Correlation Inference

2:05 PM

Unsupervised Feature Decorrelation for Variable Selection

2:15 PM

Imputation of Missing Values by Low Rank Matrix Approximation

2:45 PM

Modeling Prescribed Fire Behavior Following Various Disturbance Regimes in a Mixed Hardwood-Pine Forest

3:35 PM

An Adaptive and Powerful Multivariate Test for Microbiome Association Analysis via Feature Selection

3:55 PM

Time Series Analysis of Continuous GPS Measurements Prior to a Volcanic Eruption: An Example of the Whakaari Volcano in New Zealand

4:00 PM

Gene Clustering Method for Multi-Omics Data: A Canonical Correlation and Weighted Correlation Network Analysis Approach

4:05 PM

Autocart: Spatially Aware Regression Trees for Ecological and Spatial Modeling

4:10 PM

Symbolic Interval-Valued Time Series: Theory and Applications

4:15 PM

Social Network Dependence and Unmeasured Confounding

4:25 PM

Evaluation of the Impact of Correlation Between Competing/Semi-Competing Event and Event of Interest in Trials with Heterogeneity Population

4:30 PM

The Effects of COVID-19 on Air Quality in Boston, MA

5:00 PM

Thursday, 08/12/2021

Rank Correlation Inferences for Clustered Data with Small Sample Size

10:05 AM

A Bayesian Approach for Joint Estimation for Sparse Canonical Correlation and Graphical Models

10:05 AM

Assessing the Reproducibility of Microbiome Measurements Based on Concordance Correlation Coefficients

10:25 AM

Count Statistics for Inferring Disease-Drug Associations

10:30 AM

Interval Estimation of Relative Risks for Combined Unilateral and Bilateral Correlated Data under the Assumption of Equal Dependence

12:10 PM

Distance Measure on Independence with Respect to a Statistical Functional of Interest

12:30 PM

Price Behavior of Individual S&P Stocks in the Crash of 2020

12:35 PM

A Story About Deviant Behavior and Epilepsy: A Longitudinal Data Analysis Application

1:40 PM

How a River’s Length and Discharge Relate to the Precipitation in Its Basin

2:05 PM

Testing Joint Independence in High Dimensions

2:15 PM

A Novel Graphical Evaluation of Agreement

3:00 PM

Canonical Correlation Analysis in High Dimensions with Structured Regularization

3:00 PM

Dynamic and Robust Bayesian Graphical Models

3:05 PM

Generalized Tensor Canonical Correlation Analysis for Network Inference Using Multi-Omics Data

4:25 PM

Some Results on Identifiable Parameters That Cannot Be Identified from Data, Including Constant Correlation Between Gaussian Observations

4:35 PM

The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference Across Multiple Networks

4:55 PM

Multivariate Integer-Valued Time Series with Flexible Autocovariances and Their Application to Major Hurricane Counts

5:20 PM

JSM 2021 Online Program

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