000 02318cam a2200325 i 4500
001 137472
003 ISI Library, Kolkata
005 20170330115132.0
008 150821s2016 flu b 001 0 eng
020 _a9781466568495
040 _aISI Library
082 0 4 _a000SB:300
_223
_bB292
100 1 _aBartolucci, Francesco,
_eauthor
245 1 0 _aStatistical analysis of questionnaires :
_ba unified approach based on R and Stata /
_cFrancesco Bartolucci, Silvia Bacci and Michela Gnaldi.
260 _aBoca Raton :
_bCRC Press,
_c©2016.
300 _axxi, 305 pages :
_billustrations ;
_c25 cm.
490 0 _aChapman & Hall/CRC interdisciplinary statistics series
504 _aIncludes bibliographical references and index.
505 0 _a1. Preliminaries -- 2. Classical test theory -- 3. Item response theory models for dichotomous items -- 4. Item response theory models for polytmous items -- 5. Estimation methods and diagnostics -- 6. Some extensions of traditional item response theory models.
520 _aThe book takes an applied approach to testing and measurement tasks, mirroring the growing use of statistical methods and software in education, psychology, sociology, and other fields. It is suitable for graduate students in applied statistics and psychometrics and practitioners in education, health, and marketing.The book covers the foundations of classical test theory (CTT), test reliability, validity, and scaling as well as item response theory (IRT) fundamentals and IRT for dichotomous and polytomous items. The authors explore the latest IRT extensions, such as IRT models with covariates, multidimensional IRT models, IRT models for hierarchical and longitudinal data, and latent class IRT models. They also describe estimation methods and diagnostics, including graphical diagnostic tools, parametric and nonparametric tests, and differential item functioning.
630 0 0 _aStata.
650 0 _aSocial sciences
_xStatistical methods
_xComputer programs.
650 0 _aSocial sciences
_xGraphic methods
_xComputer programs.
650 0 _aQuestionnaires
_xDesign.
650 0 _aSampling (Statistics)
_xEvaluation.
650 0 _aR (Computer program language)
700 1 _aBacci, Silvia,
_eauthor
700 1 _aGnaldi, Michela,
_eauthor
942 _2ddc
_cBK
999 _c421478
_d421478