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Nucleic acids research, ISSN 0305-1048, 2014, Volume 42, Issue 21, pp. e161 - e161
It is now known that unwanted noise and unmodeled artifacts such as batch effects can dramatically reduce the accuracy of statistical inference in genomic... 
DESIGN | TRANSCRIPTOME | BIOCHEMISTRY & MOLECULAR BIOLOGY | GENE-EXPRESSION | NORMALIZATION | DIFFERENTIAL EXPRESSION ANALYSIS | RNA-SEQ DATA | Artifacts | Algorithms | Animals | Gene Expression Profiling - methods | Software | Genomics - methods | High-Throughput Nucleotide Sequencing - methods | Zebrafish - genetics | Index Medicus | Methods Online
Journal Article
Journal Article
NATURE, ISSN 0028-0836, 04/2015, Volume 520, Issue 7549, pp. 612 - 612
  In practice, decisions that are made earlier in data analysis have a much greater impact on results - from experimental design to batch effects, lack of... 
MULTIDISCIPLINARY SCIENCES | Studies | Science | Data analysis | Statistics
Journal Article
Proceedings of the National Academy of Sciences of the United States of America, ISSN 0027-8424, 2/2015, Volume 112, Issue 6, pp. 1645 - 1646
Journal Article
Bioinformatics, ISSN 1367-4803, 03/2012, Volume 28, Issue 6, pp. 882 - 883
Heterogeneity and latent variables are now widely recognized as major sources of bias and variability in high-throughput experiments. The most well-known... 
BIOTECHNOLOGY & APPLIED MICROBIOLOGY | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Regression Analysis | Urinary Bladder Neoplasms - genetics | Genomics | Humans | Gene Expression Profiling | High-Throughput Nucleotide Sequencing | Software | Index Medicus | Applications Note
Journal Article
Proceedings of the National Academy of Sciences, ISSN 0027-8424, 02/2015, Volume 112, Issue 6, pp. 1645 - 1646
Journal Article
BMC Bioinformatics, ISSN 1471-2105, 11/2011, Volume 12, Issue 1, pp. 449 - 449
Journal Article
Proceedings of the National Academy of Sciences of the United States of America, ISSN 0027-8424, 12/2008, Volume 105, Issue 48, pp. 18718 - 18723
Journal Article
Statistical Analysis and Data Mining: The ASA Data Science Journal, ISSN 1932-1864, 08/2015, Volume 8, Issue 4, pp. 240 - 241
Journal Article
International Journal of Epidemiology, ISSN 0300-5771, 02/2012, Volume 41, Issue 1, pp. 200 - 209
Journal Article