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06/21/2023
Automatic Speech Disentanglement for Voice Conversion using Rank Module and Speech Augmentation
Voice Conversion (VC) converts the voice of a source speech to that of a...
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05/09/2023
High-dimensional Feature Screening for Nonlinear Associations With Survival Outcome Using Restricted Mean Survival Time
Feature screening is an important tool in analyzing ultrahigh-dimensiona...
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10/10/2022
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning
Causal mediation analysis can unpack the black box of causality and is t...
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10/20/2021
On Multiply Robust Mendelian Randomization (MR^2) With Many Invalid Genetic Instruments
Mendelian randomization (MR) is a popular instrumental variable (IV) app...
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07/13/2021
GENIUS-MAWII: For Robust Mendelian Randomization with Many Weak Invalid Instruments
Mendelian randomization (MR) has become a popular approach to study caus...
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04/05/2021
ERStruct: An Eigenvalue Ratio Approach to Inferring Population Structure from Sequencing Data
Inference of population structure from genetic data plays an important r...
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03/04/2021
A Two-Sample Robust Bayesian Mendelian Randomization Method Accounting for Linkage Disequilibrium and Idiosyncratic Pleiotropy with Applications to the COVID-19 Outcome
Mendelian randomization (MR) is a statistical method exploiting genetic ...
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09/30/2020
On Mendelian Randomization Mixed-Scale Treatment Effect Robust Identification (MR MiSTERI) and Estimation for Causal Inference
Standard Mendelian randomization analysis can produce biased results if ...
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10/28/2017