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Variational Bayesian Parameter Estimation Techniques for the General Linear Model [PDF]

open access: yesFrontiers in Neuroscience, 2017
Variational Bayes (VB), variational maximum likelihood (VML), restricted maximum likelihood (ReML), and maximum likelihood (ML) are cornerstone parametric statistical estimation techniques in the analysis of functional neuroimaging data.
Ludger Starke   +3 more
doaj   +3 more sources

Estimation of (co)variance components for very large datasets and complex single-step genomic models [PDF]

open access: yesGenetics Selection Evolution
Background Variance components of linear mixed models should be estimated with all the data and information available for a specific statistical model to avoid bias. Due to computational limitations, the estimation for large datasets or complex models is
Matias Bermann   +5 more
doaj   +2 more sources

Using selection index of ideal genotype (SIIG) in selection of barley promising lines [PDF]

open access: yesJournal of Agricultural Science and Sustainable Production, 2022
Background and objectives: The purpose of this study was to evaluation of the application of SIIG index in the study of phenotypic variation and selection barley promising lines with desirable grain yield and agronomic traits.Materials and methods: A set
Hassan Zali, Ali Barati, Mehdi Jabari
doaj   +1 more source

RESTRICTED MAXIMUM LIKELIHOOD ESTIMATION FOR MULTIVARIATE LINEAR MIXED MODEL IN ANALYZING PISA DATA FOR INDONESIAN STUDENTS

open access: yesBarekeng, 2022
The Program for International Student Assessment (PISA), becomes one of the references or indicators used to assess the development of students' knowledge and skills in each member country of the Organization for Economic Cooperation and Development ...
Vera Maya Santi   +3 more
doaj   +1 more source

Significance of Circulating Remnant Lipoprotein Cholesterol Levels Measured by Homogeneous Assay in Patients with Type 2 Diabetes

open access: yesBiomolecules, 2023
Remnant lipoproteins (RLs), which are typically present at high concentrations in patients with type 2 diabetes mellitus (T2DM), are associated with cardiovascular disease (CVD).
Kazumi Matsushima-Nagata   +9 more
doaj   +1 more source

Heritability estimated by different methods in four generations of progenies from a pigeon pea cross

open access: yesPesquisa Agropecuária Brasileira, 2022
The objective of this work was to compare different methods to estimate heritability in 30 pigeon pea families from the F3, F4, F5, and F6 generations, for nine variables.
Antonio Elton da Silva Costa   +1 more
doaj   +1 more source

Detecting Frost Stress in Wheat: A Controlled Environment Hyperspectral Study on Wheat Plant Components and Implications for Multispectral Field Sensing

open access: yesRemote Sensing, 2020
Radiant frost during the reproductive stage of plant growth can result in considerable wheat (Triticum aestivum L.) yield loss. Much effort has been spent to prevent and manage these losses, including post-frost remote sensing of damage.
Mary E. Murphy   +3 more
doaj   +1 more source

Estimation of variance components of milk, fat, and protein yields of Tunisian Holstein dairy cattle using Bayesian and REML methods [PDF]

open access: yesArchives Animal Breeding, 2016
A multi-trait repeatability animal model under restricted maximum likelihood (REML) and Bayesian methods was used to estimate genetic parameters of milk, fat, and protein yields in Tunisian Holstein cows.
H. Ben Zaabza   +4 more
doaj   +1 more source

Linear and linear-threshold model for genetic parameters for SEUROP carcass traits in Czech beef cattle

open access: yesCzech Journal of Animal Science, 2011
The objective of this study was to estimate genetic parameters for the results of classifying of carcass traits by the SEUROP method in beef cattle in the Czech Republic using linear and linear-threshold models.
Z. Veselá, L. Vostrý, P. Šafus
doaj   +1 more source

Simultaneous estimation of genetic parameters for production and litter size traits in Czech Large White and Czech Landrace pigs

open access: yesCzech Journal of Animal Science, 2013
Genetic parameters for total number of piglets born per litter, number of piglets weaned per litter, lean meat content, and average daily gain from birth till the end of the field test were estimated for Czech Large White (445 589 records) and Czech ...
E. Krupa, J. Wolf
doaj   +1 more source

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