000 02579nam a2200421 i 4500
001 9780841299160
003 DACS
005 20230516163028.0
008 100319s2022 dcua ob 101 0 eng d
020 _a9780841299160
_qelectronic
024 7 _a10.1021/acsinfocus.7e5035
_2doi
035 _a(CaBNVSL)slc00002574
040 _aNjRocCCS
_beng
_erda
_cNjRocCCS
050 4 _aQR46
_b.X538 2022eb
060 4 _aQW 100
_bX538 2022eb
082 0 4 _a616.9041
_223
100 1 _aXia, Yinglin,
_eauthor.
_uUniversity of Illinois at Chicago.
_967859
245 1 0 _aStatistical data analysis of microbiomes and metabolomics /
264 1 _aWashington, DC, USA :
_bAmerican Chemical Society,
_c2022.
300 _a1 online resource :
_billustrations (some color).
336 _atext
_2rdacontent
337 _acomputer
_2rdamedia
338 _aonline resource
_2rdacarrier
490 1 _aACS in focus,
_x2691-8307
504 _aIncludes bibliographical references and index.
505 0 0 _tIntroduction to Microbiome Research Themes and to Characteristics of Microbiome and Metabolomics Data --
_tCross-Sectional Statistical Methods for Microbiome Data Analysis --
_tLongitudinal Methods for Analysis of Microbiome Data --
_tMediational Methods for Analysis of Microbiome Data --
_tUnivariate Metabolomics Data Analysis --
_tMultivariate Metabolomics Data Analysis.
520 _a"Compared with other research fields, both microbiome and metabolomics data are complicated and have some unique characteristics, respectively. Thus, choosing an appropriate statistical test or method is a very important step in the analysis of microbiome and metabolomics data. However, this is still a difficult task for those biomedical researchers without a statistical background and for those biostatisticians who do not have research experiences in these fields. Statistical Data Analysis of Microbiomes and Metabolomics focuses on data analysis, statistical methods, and models."--
_cProvided by publisher.
590 _aAmerican Chemical Society, ACS In Focus eBooks - 2022 Front Files.
650 0 _aMicrobiota
_xStatistics.
_967613
650 0 _aDigestive organs
_xMicrobiology.
_967614
650 0 _aMedical microbiology
_xStatistics.
_967615
650 0 _aMolecular biology
_xStatistics.
_967616
700 1 _aSun, Jun,
_eauthor.
_uUniversity of Illinois at Chicago/Jesse Brown VA Medical Center Chicago (537).
_967860
710 2 _aAmerican Chemical Society.
_967532
830 0 _aACS in focus.
_x2691-8307.
_967861
856 4 _uhttp://dx.doi.org/10.1021/acsinfocus.7e5035
942 _cEBK
999 _c82154
_d82154