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Iterative hard thresholding in genome-wide association studies: Generalized linear models, prior weights, and double sparsity.

• Authors : Chu BB; Department of Computational Medicine, University of California, Los Angeles, 621 Charles E Young Dr S, Los Angeles, CA, 90095, USA.; Keys KL

Subjects: Linear Models*; Computational Biology/Computational Biology/Computational Biology/*methods ; Genome-Wide Association Study/Genome-Wide Association Study/Genome-Wide Association Study/*methods

• Source: GigaScience [Gigascience] 2020 Jun 01; Vol. 9 (6).Publisher: Oxford University Press Country of Publication: United States NLM ID: 101596872 Publication Model: Print Cited

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Prediction performance of linear models and gradient boosting machine on complex phenotypes in outbred mice.

• Authors : Perez BC; Hendrix Genetics B.V., Research and Technology Center (RTC), 5830 AC Boxmeer, The Netherlands.; Bink MCAM

Subjects: Genomics*/Genomics*/Genomics*/methods ; Multifactorial Inheritance*; Animals

• Source: G3 (Bethesda, Md.) [G3 (Bethesda)] 2022 Apr 04; Vol. 12 (4).Publisher: Oxford University Press Country of Publication: England NLM ID: 101566598 Publication Model: Print Cited Medium:

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Prediction performance of linear models and gradient boosting machine on complex phenotypes in outbred mice

• Authors : Bruno C Perez; Marco C A M Bink; Karen L Svenson

Subjects: Genetics; QH426-470

• Source: G3: Genes, Genomes, Genetics, Vol 12, Iss 4 (2022)

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The Gut Microbial Architecture of Efficiency Traits in the Domestic Poultry Model Species Japanese Quail (Coturnix japonica) Assessed by Mixed Linear Models

• Authors : Solveig Vollmar; Robin Wellmann; Daniel Borda-Molina

Subjects: japanese quail; quantitative traits; microbiability

• Source: G3: Genes, Genomes, Genetics, Vol 10, Iss 7, Pp 2553-2562 (2020)

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Reflection on modern methods: generalized linear models for prognosis and intervention-theory, practice and implications for machine learning.

• Authors : Arnold KF; Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.; School of Medicine, University of Leeds, Leeds, UK.

Subjects: Machine Learning*; Causality ; Humans

• Source: International journal of epidemiology [Int J Epidemiol] 2021 Jan 23; Vol. 49 (6), pp. 2074-2082.Publisher: Oxford University Press Country of Publication: England NLM ID: 7802871 Publication Model: Print Cited Medium:

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Spatial Bayesian distributed lag non-linear models (SB-DLNM) for small-area exposure-lag-response epidemiological modelling

• Authors : Quijal-Zamorano, Marcos; Martinez-Beneito, Miguel-Angel; Ballester, Joan

Subjects: Bayesian models; DLNM; Small-area analysis

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The Gut Microbial Architecture of Efficiency Traits in the Domestic Poultry Model Species Japanese Quail ( Coturnix japonica ) Assessed by Mixed Linear Models.

• Authors : Vollmar S; Institute of Animal Science, University of Hohenheim, Stuttgart, Germany.; Wellmann R

Subjects: Coturnix*/Coturnix*/Coturnix*/genetics ; Gastrointestinal Microbiome*/Gastrointestinal Microbiome*/Gastrointestinal Microbiome*/genetics; Animals

• Source: G3 (Bethesda, Md.) [G3 (Bethesda)] 2020 Jul 07; Vol. 10 (7), pp. 2553-2562. Date of Electronic Publication: 2020 Jul 07.Publisher: Oxford University Press Country of Publication: England NLM ID: 101566598 Publication Model: Electronic Cited

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Meta-analysis of Complex Diseases at Gene Level with Generalized Functional Linear Models.

• Authors : Fan R; Biostatistics and Bioinformatics Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland 20892 .; Wang Y

Subjects: Genetic Association Studies* ; Genetic Predisposition to Disease* ; Linear Models*

• Source: Genetics [Genetics] 2016 Feb; Vol. 202 (2), pp. 457-70. Date of Electronic Publication: 2015 Dec 29.Publisher: Oxford University Press Country of Publication: United States NLM ID: 0374636 Publication Model: Print-Electronic

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Matrix Linear Models for High-Throughput Chemical Genetic Screens.

• Authors : Liang JW; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts 02115.; Nichols RJ

Subjects: Models, Genetic* ; Mutagenesis*; Reverse Genetics/Reverse Genetics/Reverse Genetics/*methods

• Source: Genetics [Genetics] 2019 Aug; Vol. 212 (4), pp. 1063-1073. Date of Electronic Publication: 2019 Jun 26.Publisher: Oxford University Press Country of Publication: United States NLM ID: 0374636 Publication Model: Print-Electronic

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Methodological implementation of mixed linear models in multi-locus genome-wide association studies.

• Authors : Wen YJ; State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, China.; Zhang H

Subjects: Algorithms* ; Polymorphism, Single Nucleotide*; Arabidopsis/Arabidopsis/Arabidopsis/*genetics

• Source: Briefings in bioinformatics [Brief Bioinform] 2018 Jul 20; Vol. 19 (4), pp. 700-712.Publisher: Oxford University Press Country of Publication: England NLM ID: 100912837 Publication Model: Print Cited Medium:

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