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Biostatistics, ISSN 1465-4644, 04/2018, Volume 19, Issue 2, pp. 185 - 198
SUMMARY Between-sample normalization is a critical step in genomic data analysis to remove systematic bias and unwanted technical variation in high-throughput... 
Global normalization methods | Quantile normalization | HEART | GENE-EXPRESSION | STATISTICS & PROBABILITY | MATHEMATICAL & COMPUTATIONAL BIOLOGY
Journal Article
Genome Biology, ISSN 1474-7596, 12/2014, Volume 15, Issue 11, pp. 503 - 503
We propose an extension to quantile normalization that removes unwanted technical variation using control probes. We adapt our algorithm, functional... 
SUBSET-QUANTILE | DNA METHYLATION | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | QUANTILE NORMALIZATION | SUMMARIES | GENETICS & HEREDITY | GENE-EXPRESSION | CELLULAR HETEROGENEITY | UNWANTED VARIATION | EPIGENOME-WIDE ASSOCIATION | HYPOMETHYLATION | BIOCONDUCTOR | Method
Journal Article
Bioinformatics, ISSN 1367-4803, 12/2018, Volume 34, Issue 23, pp. 3983 - 3989
Abstract Motivation DNA methylation datasets are growing ever larger both in sample size and genome coverage. Novel computational solutions are required to... 
DESIGN | ARRAY | QUALITY | QUANTILE NORMALIZATION | PERFORMANCE | CORD BLOOD | BIOCHEMICAL RESEARCH METHODS | HETEROGENEITY | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | PACKAGE | MATHEMATICAL & COMPUTATIONAL BIOLOGY | EXPRESSION | CELL-TYPES | Original Papers
Journal Article
Biotechnology & Biotechnological Equipment, ISSN 1310-2818, 05/2018, Volume 32, Issue 3, pp. 751 - 758
Our research aimed to improve survival prediction by combining gene expression datasets, and to apply molecular signatures across different datasets. Many... 
prediction | dataset | Quantile normalization | gene expression | inter-study validation | combination | Datasets | Gene expression
Journal Article
Journal of Time Series Analysis, ISSN 0143-9782, 01/2015, Volume 36, Issue 1, pp. 109 - 124
Journal Article
Frontiers in Genetics, ISSN 1664-8021, 2015, Volume 5, p. 92
The Illumina Infinium HumanMethylation450 BeadChip is frequently used in epigenetic research. Besides quantile normalization there is currently no standard... 
DNA methylation | Normalization | 450K | Quantile normalization | Infinium | DNA Methylation | 450k | normalization
Journal Article
Econometric Reviews, ISSN 0747-4938, 05/2015, Volume 34, Issue 5, pp. 617 - 652
Journal Article
BMC Bioinformatics, ISSN 1471-2105, 04/2013, Volume 14, Issue 1, pp. 124 - 124
Journal Article
Journal of Applied Statistics, ISSN 0266-4763, 08/2019, Volume 46, Issue 11, pp. 2030 - 2055
This paper examines the potential impact of US monetary normalisation on sovereign bond yields in Asia Pacific. We apply the quantile vector autoregressive... 
vector autoregression | impulse response function | C53 | C32 | E52 | Sovereign credit risk | H63 | quantile regression | tail risk | principal components | value-at-risk | POLICY | MODELS | COMPONENTS | RISK | STATISTICS & PROBABILITY | Economic models | Turbulent flow | Autoregressive models | Principal components analysis | Economic conditions | Sovereign debt | Empirical analysis | Impact analysis
Journal Article
Mathematical Biosciences, ISSN 0025-5564, 04/2013, Volume 242, Issue 2, pp. 129 - 142
► A statistical study for the quantile normalization method (Bolstad, 2003) is proposed. ► Normalization method is analyzed as a registration method for which... 
Structural expectation | Curve registration | Microarray data analysis | Wasserstein distance | Normalization | Manifold registration | Order statistics | SAMPLE | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Microarray Analysis - methods | Data Interpretation, Statistical | Models, Statistical | Life Sciences | Biotechnology | Mathematics | Statistics
Journal Article