000			02723nam a22003498i 4500
001			CR9780511575884
003			UkCbUP
005			20200124160250.0
006			m|||||o||d||||||||
007			cr||||||||||||
008			090522s2009||||enk o ||1 0|eng|d
020			_a9780511575884 (ebook)
020			_z9780521849524 (hardback)
020			_z9780521614801 (paperback)
040			_aUkCbUP _beng _erda _cUkCbUP
050	0	0	_aR853.M3 _bD865 2009
082	0	0	_a610.724015118 _222
100	1		_aDupont, William D. _q(William Dudley), _d1946- _eauthor.
245	1	0	_aStatistical modeling for biomedical researchers : _ba simple introduction to the analysis of complex data / _cWilliam D. Dupont.
250			_aSecond edition.
264		1	_aCambridge : _bCambridge University Press, _c2009.
300			_a1 online resource (xx, 522 pages) : _bdigital, PDF file(s).
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
500			_aTitle from publisher's bibliographic system (viewed on 05 Oct 2015).
505	0		_aSimple linear regression -- Multiple linear regression -- Simple logistic regression -- Multiple logistic regression -- Introduction to survival analysis -- Hazard regression analysis -- Introduction to poisson regression : inferences on morbidity and mortality rates -- Multiple poisson regression -- Fixed effects analysis of variance -- Repeated-measures analysis of variance.
520			_aThe second edition of this standard text guides biomedical researchers in the selection and use of advanced statistical methods and the presentation of results to clinical colleagues. It assumes no knowledge of mathematics beyond high school level and is accessible to anyone with an introductory background in statistics. The Stata statistical software package is again used to perform the analyses, this time employing the much improved version 10 with its intuitive point and click as well as character-based commands. Topics covered include linear, logistic and Poisson regression, survival analysis, fixed-effects analysis of variance, and repeated-measure analysis of variance. Restricted cubic splines are used to model non-linear relationships. Each method is introduced in its simplest form and then extended to cover more complex situations. An appendix will help the reader select the most appropriate statistical methods for their data. The text makes extensive use of real data sets available at http://biostat.mc.vanderbilt.edu/dupontwd/wddtext/.
650		0	_aMedicine _xResearch _xStatistical methods _xMathematical models.
776	0	8	_iPrint version: _z9780521849524
856	4	0	_uhttps://doi.org/10.1017/CBO9780511575884
999			_c519433 _d519431