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_a10.1002/9781118279724 _bWiley InterScience _nhttp://www3.interscience.wiley.com |
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049 | _aMAIN | ||
100 | 1 | _aVan Belle, Gerald. | |
245 | 1 | 0 |
_aDesign and analysis of experiments in the health sciences / _cGerald van Belle, Kathleen F. Kerr. |
250 | _a1st ed. | ||
260 |
_aHoboken, N.J. : _bWiley, _c2012. |
||
300 | _a1 online resource | ||
336 |
_atext _btxt _2rdacontent |
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_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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380 | _aBibliography | ||
520 |
_a"This volume provides technical professionals and students with three uniquely integrative enhancements to the study of predictive modeling not typically found in data-mining books: an applied approach, immediate practice using Microsoft Excel, and easy-to-use access to multiple online model-building tools. Since actual datasets are employed, users deal with real-life modeling issues and situations such as handling missing values, applying variable transformations, and addressing outliers, among others. An easy-to-learn Microsoft Excel add-in (Predictive MinerXL) and all applicable datasets are available for free on an associated Web site"-- _cProvided by publisher. |
||
504 | _aIncludes bibliographical references and index. | ||
588 | 0 | _aPrint version record. | |
505 | 0 | _aDesign and Analysis of Experiments in the Health Sciences; Contents; Preface; 1 The Basics; 1.1 Four Basic Questions; 1.2 Variation; 1.3 Principles of Design and Analysis; 1.4 Experiments and Observational Studies; 1.5 Illustrative Applications of Principles; 1.6 Experiments in the Health Sciences; 1.7 Adaptive Allocation; 1.7.1 Equidistribution; 1.7.2 Adaptive Allocation Techniques; 1.8 Sample Size Calculations; 1.9 Statistical Models for the Data; 1.10 Analysis and Presentation; 1.10.1 Graph the Data in Several Ways; 1.10.2 Assess Assumptions of the Statistical Model. | |
650 | 0 | _aMedical informatics. | |
650 | 0 |
_aMedical sciences _xStatistical methods. |
|
650 | 0 | _aExperimental design. | |
650 | 2 | _aResearch Design. | |
650 | 2 | _aStatistics as Topic. | |
650 | 7 |
_aMATHEMATICS _xProbability & Statistics _xGeneral. _2bisacsh |
|
650 | 7 |
_aMEDICAL _xBiostatistics. _2bisacsh |
|
650 | 7 |
_aExperimental design. _2fast _0(OCoLC)fst00918404 |
|
650 | 7 |
_aMedical informatics. _2fast _0(OCoLC)fst01014175 |
|
650 | 7 |
_aMedical sciences _xStatistical methods. _2fast _0(OCoLC)fst01014618 |
|
655 | 4 | _aElectronic books. | |
700 | 1 |
_aKerr, Kathleen F., _d1970- |
|
776 | 0 | 8 |
_iPrint version: _aVan Belle, Gerald. _tDesign and analysis of experiments in the health sciences. _b1st ed. _dHoboken, N.J. : Wiley, 2012 _z9780470127278 _w(DLC) 2011044306 _w(OCoLC)768417855 |
856 | 4 | 0 |
_uhttp://onlinelibrary.wiley.com/book/10.1002/9781118279724 _zWiley Online Library [Free Download only for SUST IP] |
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