000			02026nmm a22003137a 4500
003			SPU
005			20210701234927.0
008			210519b2015 sz |||||o|||| 00| 0 eng d
020			_a9783319194257 (E-book)
040			_aSPU
049			_amain
050		4	_aQA 278.2 _bH37R 2015
100			_aHarrell, Frank E. _9242840
245	1	0	_aRegression modeling strategies : _bwith applications to linear models, logistic and ordinal regression, and survival analysis / _cFrank E. Harrell, Jr _h[electronic resource]
250			_aSecond edition
260			_aCham, Switzerland : _bSpringer, _c2015
300			_a1 online resource (xxv, 582 pages) : _billustrations (some color)
449			_a140501
504			_aIncludes bibliographical references and index
505	0		_aIntroduction -- General Aspects of Fitting Regression Models -- Missing Data -- Multivariable Modeling Strategies -- Describing, Resampling, Validating and Simplifying the Model -- R Software -- Modeling Longitudinal Responses using Generalized Least Squares -- Case Study in Data Reduction -- Overview of Maximum Likelihood Estimation -- Binary Logistic Regression -- Binary Logistic Regression Case Study 1 -- Logistic Model Case Study 2: Survival of Titanic Passengers -- Ordinal Logistic Regression -- Case Study in Ordinal Regression, Data Reduction and Penalization.- Regression Models for Continuous Y and Case Study in Ordinal Regression -- Transform-Both-Sides Regression -- Introduction to Survival Analysis -- Parametric Survival Models -- Case Study in Parametric Survival Modeling and Model Approximation -- Cox Proportional Hazards Regression Model -- Case Study in Cox Regression
650		0	_aREGRESSION ANALYSIS _938813
650	1	0	_aSTATISTICS _934720
650	2	0	_aSTATISTICAL THEORY AND METHODS _9237978
850			_aSPU
856			_uhttps://drive.google.com/file/d/1eHB1V68hRIOfLqvJN-gOcvH-DmX0vAtg/view?usp=sharing _yView Full-text
910			_aLibrary _bSpringer _c190521
942			_2lcc _cEBK
998			_ajirawan 0521
999			_c201823