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Distributed statistical inference for massive data

The Annals of statistics, 2021-10, Vol.49 (5), p.2851

2021

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High-dimensional multivariate analysis of variance via geometric median and bootstrapping

Biometrics, 2024-07, Vol.80 (3)

2024

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Bootstrap inference for the finite population mean under complex sampling designs

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2022-09, Vol.84 (4), p.1150-1174

2022

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Nonparametric feature selection by random forests and deep neural networks

Computational statistics & data analysis, 2022-06, Vol.170, p.107436, Article 107436

2022

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SIMULTANEOUS CONFIDENCE BANDS FOR CONDITIONAL VALUE-AT-RISK AND EXPECTED SHORTFALL

Econometric theory, 2023-10, Vol.39 (5), p.1009-1043

2023

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Measuring, Testing, and Identifying Heterogeneity of Large Parallel Datasets

Statistica Sinica, 2023-10

2023

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Weighted bootstrap for two-sample U-statistics

Journal of statistical planning and inference, 2023-09, Vol.226, p.86-99

2023

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Distributed inference for two‐sample U‐statistics in massive data analysis

Scandinavian journal of statistics, 2023-09, Vol.50 (3), p.1090-1115

2023

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Testing independence between exogenous variables and unobserved errors

Econometric reviews, 2022-08, Vol.41 (7), p.697-728

2022

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Variable importance assessments and backward variable selection for multi-sample problems

Journal of multivariate analysis, 2021-11, Vol.186, p.104807, Article 104807

2021

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Beta Mixture Model for the Uncertainties in Robotic Haptic Object Identification

IEEE/ASME transactions on mechatronics, 2022-08, Vol.27 (4), p.1955-1963

2022

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Multivariate sign-based high-dimensional tests for sphericity

Biometrika, 2014-03, Vol.101 (1), p.229-236

2014

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More powerful tests for sparse high-dimensional covariances matrices

Journal of multivariate analysis, 2016-07, Vol.149, p.124-143

2016

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Testing the equality of two high‐dimensional spatial sign covariance matrices

Scandinavian journal of statistics, 2019-03, Vol.46 (1), p.257-271

2019

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Postural behaviour in people with multiple sclerosis: A complexity paradox

Gait & posture, 2024-06, Vol.111, p.14-21

2024

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Optimal sensor location and direction to accurately classify people with early-stage multiple sclerosis using gait stability

Gait & posture, 2023-05, Vol.102, p.39-42

2023

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Topics in Statistical Inference for Massive Data and High-Dimensional Data

Peng, Liuhua

2017

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Uncertainty Quantification in Depth Estimation via Constrained Ordinal Regression

Computer Vision - ECCV 2022, 2022, Vol.13662, p.237-256

2022

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Soil Organic Carbon Accumulation Increases Percentage of Soil Olsen-P to Total P at Two 15-Year Mono-Cropping Systems in Northern China

Journal of Integrative Agriculture, 2014-03, Vol.13 (3), p.597-603

2014

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Xuezhikang, an extract from red yeast rice, attenuates vulnerable plaque progression by suppressing endoplasmic reticulum stress-mediated apoptosis and inflammation

PloS one, 2017-11, Vol.12 (11), p.e0188841-e0188841

2017

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A precise temperature control during hyperthermic intraperitoneal chemotherapy promises an early return of bowel function

Cancer biology & therapy, 2020-08, Vol.21 (8), p.726-732

2020

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GLEXAllreduce: Optimization for medium and small message of Allreduce on Tianhe system

2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS), 2023, p.2806-2809

2023

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Atorvastatin improves plaque stability in ApoE-knockout mice by regulating chemokines and chemokine receptors

PloS one, 2014-05, Vol.9 (5), p.e97009-e97009

2014

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Temperature and Humidity Profiles Retrieval in a Plain Area from Fengyun-3D/HIRAS Sensor Using a 1D-VAR Assimilation Scheme

Remote sensing (Basel, Switzerland), 2020-02, Vol.12 (3), p.435

2020

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First Report of Postharvest Fruit Rot in Solanum muricatum Aiton Caused by Alternaria alternata in southwest China

Plant disease, 2022-03

2022

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Distributed statistical inference for massive data

High-dimensional multivariate analysis of variance via geometric median and bootstrapping

Bootstrap inference for the finite population mean under complex sampling designs

Nonparametric feature selection by random forests and deep neural networks

SIMULTANEOUS CONFIDENCE BANDS FOR CONDITIONAL VALUE-AT-RISK AND EXPECTED SHORTFALL

Measuring, Testing, and Identifying Heterogeneity of Large Parallel Datasets

Weighted bootstrap for two-sample U-statistics

Distributed inference for two‐sample U‐statistics in massive data analysis

Testing independence between exogenous variables and unobserved errors

Variable importance assessments and backward variable selection for multi-sample problems

Beta Mixture Model for the Uncertainties in Robotic Haptic Object Identification

Multivariate sign-based high-dimensional tests for sphericity

More powerful tests for sparse high-dimensional covariances matrices

Testing the equality of two high‐dimensional spatial sign covariance matrices

Postural behaviour in people with multiple sclerosis: A complexity paradox

Optimal sensor location and direction to accurately classify people with early-stage multiple sclerosis using gait stability

Topics in Statistical Inference for Massive Data and High-Dimensional Data

Uncertainty Quantification in Depth Estimation via Constrained Ordinal Regression

Soil Organic Carbon Accumulation Increases Percentage of Soil Olsen-P to Total P at Two 15-Year Mono-Cropping Systems in Northern China

Xuezhikang, an extract from red yeast rice, attenuates vulnerable plaque progression by suppressing endoplasmic reticulum stress-mediated apoptosis and inflammation

A precise temperature control during hyperthermic intraperitoneal chemotherapy promises an early return of bowel function

GLEXAllreduce: Optimization for medium and small message of Allreduce on Tianhe system

Atorvastatin improves plaque stability in ApoE-knockout mice by regulating chemokines and chemokine receptors

Temperature and Humidity Profiles Retrieval in a Plain Area from Fengyun-3D/HIRAS Sensor Using a 1D-VAR Assimilation Scheme

First Report of Postharvest Fruit Rot in Solanum muricatum Aiton Caused by Alternaria alternata in southwest China

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