000 | 03648nam a22005055i 4500 | ||
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001 | 978-1-4939-2824-8 | ||
003 | DE-He213 | ||
005 | 20160405112819.0 | ||
007 | cr nn 008mamaa | ||
008 | 150813s2015 xxu| s |||| 0|eng d | ||
020 |
_a9781493928248 _9978-1-4939-2824-8 |
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024 | 7 |
_a10.1007/978-1-4939-2824-8 _2doi |
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050 | 4 | _aQH431 | |
072 | 7 |
_aMFN _2bicssc |
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_aMED107000 _2bisacsh |
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082 | 0 | 4 |
_a611.01816 _223 |
082 | 0 | 4 |
_a599.935 _223 |
245 | 1 | 0 |
_aAssessing Rare Variation in Complex Traits _h[electronic resource] : _bDesign and Analysis of Genetic Studies / _cedited by Eleftheria Zeggini, Andrew Morris. |
250 | _a1st ed. 2015. | ||
264 | 1 |
_aNew York, NY : _bSpringer New York : _bImprint: Springer, _c2015. |
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300 |
_aXI, 261 p. 36 illus., 26 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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_atext file _bPDF _2rda |
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505 | 0 | _aCalling Rare Variants from Genotype Data -- Calling Variants from Sequence Data -- Rare Variant Quality Control -- Rare Structural Variants -- Functional Annotation of Rare Genetic Variants -- The 1000 Genomes Project -- The UK10K Project -- Population Isolates -- Natural Selection at Rare Variants -- Collapsing Approaches for the Association Analysis of Rare Variants -- Rare Variant Association Analysis: Beyond Collapsing Approaches -- Significance Thresholds for Rare Variant Signals -- Power of Rare Variant Aggregate Tests -- Replicating Sequence-based Association Studies of Rare Variants -- Meta-analysis of Rare Variants -- Population Stratification of Rare Variants -- Use of Appropriate Controls in Rare Variant Studies -- Trans-ethnic Fine-mapping of Rare Causal Variants. | |
520 | _aThis unique volume is the first to cover a wide range of design and analysis issues in genetic studies of rare variants, with contributions from experts in the field, through large-scale international consortia including the UK10K Project, GO-T2D and T2D-GENES. The book presents state-of-the-art methodology for rare variant detection and calling, imputation, and analysis in samples of unrelated individuals and families. It also covers analytical issues associated with the study of rare variants, such as the impact of fine-scale population structure, and rare variants studies in a meta-analysis framework. This book covers multiple aspects of study design, analysis and interpretation for complex trait studies focusing on rare sequence variation. In many areas of genomic research, including complex trait association studies, technology is in danger of outstripping our capacity to analyze and interpret the vast amounts of data generated. The field of statistical genetics in the whole-genome sequencing era is still in its infancy, but as this book illustrates, powerful methods to analyze the aggregation of low-frequency and rare variants are now starting to emerge. | ||
650 | 0 | _aMedicine. | |
650 | 0 | _aHuman genetics. | |
650 | 0 | _aMolecular biology. | |
650 | 0 | _aStatistics. | |
650 | 1 | 4 | _aBiomedicine. |
650 | 2 | 4 | _aHuman Genetics. |
650 | 2 | 4 | _aMolecular Medicine. |
650 | 2 | 4 | _aStatistics for Life Sciences, Medicine, Health Sciences. |
700 | 1 |
_aZeggini, Eleftheria. _eeditor. |
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700 | 1 |
_aMorris, Andrew. _eeditor. |
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710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer eBooks | |
776 | 0 | 8 |
_iPrinted edition: _z9781493928231 |
856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-1-4939-2824-8 |
912 | _aZDB-2-SBL | ||
999 |
_c3840 _d3840 |