Trait mapping approaches through linkage mapping in plants

PL Kulwal - Plant genetics and molecular biology, 2018 - Springer
Quantitative trait loci (QTL) mapping in crop plants has now become a common practice due
to the advances made in the area of molecular markers as well as that of statistical …

Linkage disequilibrium clustering‐based approach for association mapping with tightly linked genomewide data

Z Li, P Kemppainen, P Rastas… - Molecular Ecology …, 2018 - Wiley Online Library
Genomewide association studies (GWAS) aim to identify genetic markers strongly
associated with quantitative traits by utilizing linkage disequilibrium (LD) between candidate …

Bayesian effect fusion for categorical predictors

D Pauger, H Wagner - 2019 - projecteuclid.org
Bayesian Effect Fusion for Categorical Predictors Page 1 Bayesian Analysis (2019) 14,
Number 2, pp. 341–369 Bayesian Effect Fusion for Categorical Predictors Daniela Pauger …

[PDF][PDF] Machine learning for financial stability

L Alessi, R Savona - Data Science for Economics and Finance …, 2021 - library.oapen.org
What we learned from the global financial crisis is that to get information about the
underlying financial risk dynamics, we need to fully understand the complex, nonlinear, time …

Personalized medicine in infant population with cancer: Pharmacogenetic pilot study of polymorphisms related to toxicity and response to chemotherapy

A Urtasun, GG Olivera, L Sendra, SF Aliño, P Berlanga… - Cancers, 2023 - mdpi.com
Simple Summary Cancer is still the leading cause of disease-related death in pediatric
populations and an important source of morbidity. These can be due to the neoplasm itself …

Deciphering the genomic architecture of the stickleback brain with a novel multilocus gene‐mapping approach

Z Li, B Guo, J Yang, G Herczeg, A Gonda… - Molecular …, 2017 - Wiley Online Library
Quantitative traits important to organismal function and fitness, such as brain size, are
presumably controlled by many small‐effect loci. Deciphering the genetic architecture of …

Pharmacogene variants associated with liver transplant in a twelve-year clinical follow-up

L Sendra, GG Olivera, R López-Andújar, C Serrano… - Pharmaceutics, 2022 - mdpi.com
Some gene polymorphisms have been previously associated individually with tacrolimus
efficacy and toxicity, but no long-term study to determine the role of pharmacogene variants …

The Bayesian elastic net regression

R Alhamzawi, HTM Ali - Communications in Statistics-Simulation …, 2018 - Taylor & Francis
ABSTRACT A Bayesian elastic net approach is presented for variable selection and
coefficient estimation in linear regression models. A simple Gibbs sampling algorithm was …

Genetic dissection of heterosis using epistatic association mapping in a partial NCII mating design

J Wen, X Zhao, G Wu, D Xiang, Q Liu, SH Bu, C Yi… - Scientific reports, 2015 - nature.com
Heterosis refers to the phenomenon in which an F1 hybrid exhibits enhanced growth or
agronomic performance. However, previous theoretical studies on heterosis have been …

FSF-GA: A Feature Selection Framework for Phenotype Prediction Using Genetic Algorithms

ME Mowlaei, X Shi - Genes, 2023 - mdpi.com
(1) Background: Phenotype prediction is a pivotal task in genetics in order to identify how
genetic factors contribute to phenotypic differences. This field has seen extensive research …