Longhai Li
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A new regression model: modal linear regression
W Yao, L Li
Scandinavian Journal of Statistics 41 (3), 656-671, 2014
A comparison of residual diagnosis tools for diagnosing regression models for count data
C Feng, L Li, A Sadeghpour
BMC Medical Research Methodology 20 (1), 1-21, 2020
Deep learning for brain disorder diagnosis based on fMRI images
W Yin, L Li, FX Wu
Neurocomputing 469, 332-345, 2022
Sleep duration and sleep disturbances in association with falls among the middle-aged and older adults in China: a population-based nationwide study
SK Essien, CX Feng, W Sun, M Farag, L Li, Y Gao
BMC geriatrics 18, 1-14, 2018
Approximating cross-validatory predictive evaluation in Bayesian latent variable models with integrated IS and WAIC
L Li, S Qiu, B Zhang, CX Feng
Statistics and Computing 26, 881-897, 2016
Predictive analysis methods for human microbiome data with application to Parkinson’s disease
M Dong, L Li, M Chen, A Kusalik, W Xu
PLoS One 15 (8), e0237779, 2020
Antimicrobial resistance genetic factor identification from whole-genome sequence data using deep feature selection
J Shi, Y Yan, MG Links, L Li, JAR Dillon, M Horsch, A Kusalik
BMC bioinformatics 20, 1-14, 2019
A semi-supervised autoencoder for autism disease diagnosis
W Yin, L Li, FX Wu
Neurocomputing 483, 140-147, 2022
Fully Bayesian logistic regression with hyper-LASSO priors for high-dimensional feature selection
L Li, W Yao
Journal of Statistical Computation and Simulation 88 (14), 2827-2851, 2018
Bayesian hyper-LASSO classification for feature selection with application to endometrial cancer RNA-seq data
L Jiang, CMT Greenwood, W Yao, L Li
Scientific reports 10 (1), 9747, 2020
A method for avoiding bias from feature selection with application to naive bayes classification models
L Li, RM Neal, J Zhang
Model diagnostics for censored regression via randomized survival probabilities
L Li, T Wu, C Feng
Statistics in Medicine, 2021
Robust descriptive discriminant analysis for repeated measures data
TT Sajobi, LM Lix, BM Dansu, W Laverty, L Li
Computational Statistics & Data Analysis 56 (9), 2782-2794, 2012
Estimating cross‐validatory predictive p‐values with integrated importance sampling for disease mapping models
L Li, CX Feng, S Qiu
Statistics in medicine 36 (14), 2220-2236, 2017
A graph attention neural network for diagnosing ASD with fMRI data
W Yin, L Li, FX Wu
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021
Modeling zero inflation and overdispersion in the length of hospital stay for patients with ischaemic heart disease
CX Feng, L Li
Advanced statistical methods in data science, 35-53, 2016
Compressing parameters in Bayesian high-order models with application to logistic sequence models
L Li, RM Neal
An online Bayesian mixture labelling method by minimizing deviance of classification probabilities to reference labels
W Yao, L Li
Journal of statistical computation and simulation 84 (2), 310-323, 2014
Bias-corrected hierarchical bayesian classification with a selected subset of high-dimensional features
L Li
Journal of the American Statistical Association 107 (497), 120-134, 2012
Discriminant analysis for repeated measures data: Effects of mean and covariance misspecification on bias and error in discriminant function coefficients
TT Sajobi, LM Lix, L Li, W Laverty
Journal of Modern Applied Statistical Methods 10, 571-582, 2011
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