Cargando…

An Improved Bayesian Shrinkage Regression Algorithm for Genomic Selection

Currently a hot topic, genomic selection (GS) has consistently provided powerful support for breeding studies and achieved more comprehensive and reliable selection in animal and plant breeding. GS estimates the effects of all single nucleotide polymorphisms (SNPs) and thereby predicts the genomic e...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Jin, Li, Ling, Lv, Mingming, Wang, Yidi, Qiu, Wenzhe, An, Yuan, Zhang, Ye, Wan, Yuxuan, Xu, Yu, Chen, Juncong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9778053/ https://www.ncbi.nlm.nih.gov/pubmed/36553460 http://dx.doi.org/10.3390/genes13122193

Ejemplares similares

Significance Test and Genome Selection in Bayesian Shrinkage Analysis
por: Che, Xiaohong, et al.
Publicado: (2010)

Regression shrinkage and selection via least quantile shrinkage and selection operator
por: Daneshvar, Alireza, et al.
Publicado: (2023)

Polygenic prediction via Bayesian regression and continuous shrinkage priors
por: Ge, Tian, et al.
Publicado: (2019)

Multitrait Bayesian shrinkage and variable selection models with the BGLR-R package
por: Pérez-Rodríguez, Paulino, et al.
Publicado: (2022)

A Fast Multi-Locus Ridge Regression Algorithm for High-Dimensional Genome-Wide Association Studies
por: Zhang, Jin, et al.
Publicado: (2021)

A Bayesian Shrinkage Approach for AMMI Models
por: da Silva, Carlos Pereira, et al.
Publicado: (2015)

Bayesian Wavelet Shrinkage of the Haar-Fisz Transformed Wavelet Periodogram
por: Nason, Guy, et al.
Publicado: (2015)

Shrinkage regression-based methods for microarray missing value imputation
por: Wang, Hsiuying, et al.
Publicado: (2013)

Bayesian shrinkage mapping of quantitative trait loci in variance component models
por: Fang, Ming
Publicado: (2010)

Shrinkage in the Bayesian analysis of the GGE model: A case study with simulation
por: de Oliveira, Luciano Antonio, et al.
Publicado: (2021)

Applications of Bayesian shrinkage prior models in clinical research with categorical responses
por: Bhattacharyya, Arinjita, et al.
Publicado: (2022)

Ferroptosis‐based molecular prognostic model for adrenocortical carcinoma based on least absolute shrinkage and selection operator regression
por: Lin, Chen, et al.
Publicado: (2022)

On Reverse Shrinkage Effects and Shrinkage Overshoot
por: Jordan, Pascal
Publicado: (2022)

Regression shrinkage and neural models in predicting the results of 400-metres hurdles races
por: Przednowek, K, et al.
Publicado: (2016)

Bayesian variable selection logistic regression with paired proteomic measurements
por: Kakourou, Alexia, et al.
Publicado: (2018)

Genomic Prediction Using Bayesian Regression Models With Global–Local Prior
por: Shi, Shaolei, et al.
Publicado: (2021)

Bayesian composite quantile regression for the single-index model
por: Yuan, Xiaohui, et al.
Publicado: (2023)

The Basic Mechanical Properties and Shrinkage Properties of Recycled Micropowder UHPC
por: Yuan, Chengfang, et al.
Publicado: (2023)

Comparison of variable selection procedures and investigation of the role of shrinkage in linear regression-protocol of a simulation study in low-dimensional data
por: Kipruto, Edwin, et al.
Publicado: (2022)

Penalty and Shrinkage Strategies Based on Local Polynomials for Right-Censored Partially Linear Regression
por: Ahmed, Syed Ejaz, et al.
Publicado: (2022)

Bayesian regression and model selection for isothermal titration calorimetry with enantiomeric mixtures
por: Nguyen, Trung Hai, et al.
Publicado: (2022)

Study of Bayesian variable selection method on mixed linear regression models
por: Li, Yong, et al.
Publicado: (2023)

Genome-wide prediction using Bayesian additive regression trees
por: Waldmann, Patrik
Publicado: (2016)

Flexible Bayesian regression modeling
por: Fan, Yanan, et al.
Publicado: (2019)

Bayesian and frequentist regression methods
por: Wakefield, Jon
Publicado: (2013)

Bayesian regression modeling with INLA
por: Wang, Xiaofeng, et al.
Publicado: (2018)

Bayesian Rician Regression for Neuroimaging
por: Wegmann, Bertil, et al.
Publicado: (2017)

Robust Acoustic Imaging Based on Bregman Iteration and Fast Iterative Shrinkage-Thresholding Algorithm
por: Huang, Linsen, et al.
Publicado: (2020)

Penalty, shrinkage and pretest strategies: variable selection and estimation
por: Ahmed, S Ejaz
Publicado: (2014)

Fast Iterative Shrinkage-Thresholding Algorithm with Continuation for Brain Injury Monitoring Imaging Based on Electrical Impedance Tomography
por: Liu, Xuechao, et al.
Publicado: (2022)

Shrinkage estimation
por: Fourdrinier, Dominique, et al.
Publicado: (2018)

The Shrinkage of Amalgams
por: Fletcher, Thomas
Publicado: (1899)

Mechanism of Shrinkage in Compacted Graphite Iron and Prediction of Shrinkage Tendency
por: Liu, Zeyu, et al.
Publicado: (2022)

Using Multivariate Regression Model with Least Absolute Shrinkage and Selection Operator (LASSO) to Predict the Incidence of Xerostomia after Intensity-Modulated Radiotherapy for Head and Neck Cancer
por: Lee, Tsair-Fwu, et al.
Publicado: (2014)

Integration of association statistics over genomic regions using Bayesian adaptive regression splines
por: Zhang, Xiaohua, et al.
Publicado: (2003)

BCRgt: a Bayesian cluster regression-based genotyping algorithm for the samples with copy number alterations
por: Yang, Shengping, et al.
Publicado: (2014)

Genomic-Enabled Prediction of Ordinal Data with Bayesian Logistic Ordinal Regression
por: Montesinos-López, Osval A., et al.
Publicado: (2015)

A Bayesian Genomic Regression Model with Skew Normal Random Errors
por: Pérez-Rodríguez, Paulino, et al.
Publicado: (2018)

Fast parallelized sampling of Bayesian regression models for whole-genome prediction
por: Zhao, Tianjing, et al.
Publicado: (2020)

Shrinkage Clustering: a fast and size-constrained clustering algorithm for biomedical applications
por: Hu, Chenyue W., et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_md8tjr4od92ub4v9algc8tepbo