Statistical Methods for the Evaluation of Educational Services and Quality of Products

Author/creator Monari, Paola Editor
Other author Piccolo, Domenico Editor
Other author Salmaso, Luigi Editor
Other author Bini, Matilde Editor
Format Electronic
Publication InfoHeidelberg : Physica-Verlag Secaucus : Springer [Distributor]
Descriptionxv, 243 p. ill 23.500 x 015.500 cm.
Supplemental ContentFull text available from Springer Nature - Springer Mathematics and Statistics eBooks 2009 English International
Supplemental ContentFull text available from Springer Books
Subjects

SeriesContributions to Statistics Ser.
Summary Annotation The book presents statistical methods and models that can usefully support the evaluation of educational services and quality of products. The evaluation of educational services, as well as the analysis of judgments and preferences, poses severe methodological challenges because of the presence of the following aspects: the observational nature of the context, which is associated with the problems of selection bias and presence of nuisance factors; the hierarchical structure of the data (multilevel analysis); the multivariate and qualitative nature of the dependent variable; the presence of non observable factors, e.g. the satisfaction, calling for the use of latent variables models; the simultaneous presence of components of pleasure and components of uncertainty in the explication of the judgments, that asks for the specification and estimation of mixture models. The contributions concern methodological advances developed mostly with reference to specific problems of evaluation using real data sets.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
ISBN9783790823844
ISBN3790823848 (Trade Cloth) Active Record
Standard identifier# 9783790823844
Stock number3790823848 00404193