Statistical Methods For The Evaluation Of Educational Services And Quality Of Products
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| Author | : Paola Monari |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 255 |
| Release | : 2009-12-07 |
| Genre | : Social Science |
| ISBN | : 3790823856 |
The book presents statistical methods and models that can usefully support the ev- uation of educational services and quality of products. The contributions collected in this book summarize the work of several researchers from the universities of Bologna, Firenze, Napoli and Padova. The contributions are written with a cons- tent notation and a uni?ed view, and concern methodological advances developed mostly with reference to speci?c problems of evaluation using real data sets. The evaluation of educational services, as well as the analysis of judgements and preferences, poses severe methodological challenges because of the presence of one or more of the following aspects: the observational (non experimental) nature of the context, which is associated with the well-known problems of selection bias and presence of nuisance factors; the hierarchical structure of the data, that entails c- related observations and consideration of effects at different levels of the hierarchy and their interactions (multilevel analysis); the multivariate and qualitative nature of the dependent variable, that requires the use of ad hoc statistical methodologies; 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 speci?cation and estimation of mixture models. The ?rst part of the book deals with latent variable models.
| Author | : Massimo Attanasio |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 283 |
| Release | : 2011-01-03 |
| Genre | : Education |
| ISBN | : 3790823759 |
This book presents a collection of statistical methods and procedures to assess data coming from educational systems. The topics examined include: statistical methods for constructing composite indicators, applied measurements, assessment of educational systems, measurement of the performance of the students at Italian universities, and statistical modeling for questionnaire data. Other issues are the implications of introducing different assessment criteria and procedures to the Italian university system.
| Author | : Reinhard Stockmann |
| Publisher | : Edward Elgar Publishing |
| Total Pages | : 421 |
| Release | : 2024-08-06 |
| Genre | : Social Science |
| ISBN | : 1035321483 |
In this Handbook, Reinhard Stockmann and other esteemed experts in the field provide a systematic and comprehensive exploration into the planning, process, implementation and utilisation of evaluations. Covering the process and individual steps of evaluation in detail, in chronological order and in terms of practical application, it identifies the characteristics and standards that distinguish a professionally and competently conducted evaluation.
| Author | : Giorgio Alleva |
| Publisher | : Springer |
| Total Pages | : 306 |
| Release | : 2016-05-19 |
| Genre | : Mathematics |
| ISBN | : 3319272748 |
This book highlights the latest research findings from the 46th International Meeting of the Italian Statistical Society (SIS) in Rome, during which both methodological and applied statistical research was discussed. This selection of fully peer-reviewed papers, originally presented at the meeting, addresses a broad range of topics, including the theory of statistical inference; data mining and multivariate statistical analysis; survey methodologies; analysis of social, demographic and health data; and economic statistics and econometrics.
| Author | : Gianluigi Coppola |
| Publisher | : Routledge |
| Total Pages | : 294 |
| Release | : 2015-12-22 |
| Genre | : Business & Economics |
| ISBN | : 1317484576 |
The recent recession has led to an ongoing crisis in the youth labour market in Europe. This timely book deals with a number of areas related to the context, choices and experiences of young people, the consequences of which resonate throughout their lives. The focus of the contributions to this volume is on issues which, whilst undoubtedly important, have thus far received less attention than they arguably deserve. The first part of the book is concerned with issues related to education and training, covering matters such as the role of monopsony in training, the consequences of over-education, and the quality of educational institutions from primary to tertiary. The second part is primarily concerned with the long-term consequences of short-term choices and experiences including contributions on health-related choices, health consequences later in life, factors affecting the home-leaving decision, as well as an analysis of the increasing intergenerational transmission of inequality; a trend which accelerated during the recession. The last part of the book deals with issues related to youth unemployment and NEET – the direct consequence of the recession. This book contains a number of innovative analyses reporting significant findings that contrast with standard models. Some of the more interesting results directly contradict conventional wisdom on a number of topics from the importance of monopsony in training markets to the importance of transitory income changes on consumption of addictive goods. This book is suitable for those who study labor economics, political economy as well as employment and unemployment.
| Author | : Antonio Giusti |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 291 |
| Release | : 2012-12-18 |
| Genre | : Mathematics |
| ISBN | : 3642288944 |
This volume contains both methodological papers showing new original methods, and papers on applications illustrating how new domain-specific knowledge can be made available from data by clever use of data analysis methods. The volume is subdivided in three parts: Classification and Data Analysis; Data Mining; and Applications. The selection of peer reviewed papers had been presented at a meeting of classification societies held in Florence, Italy, in the area of "Classification and Data Mining".
| Author | : Fortunato Pesarin |
| Publisher | : John Wiley & Sons |
| Total Pages | : 448 |
| Release | : 2010-02-25 |
| Genre | : Mathematics |
| ISBN | : 9780470689523 |
Complex multivariate testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. As a result, modern statistics needs permutation testing for complex data with low sample size and many variables, especially in observational studies. The Authors give a general overview on permutation tests with a focus on recent theoretical advances within univariate and multivariate complex permutation testing problems, this book brings the reader completely up to date with today’s current thinking. Key Features: Examines the most up-to-date methodologies of univariate and multivariate permutation testing. Includes extensive software codes in MATLAB, R and SAS, featuring worked examples, and uses real case studies from both experimental and observational studies. Includes a standalone free software NPC Test Release 10 with a graphical interface which allows practitioners from every scientific field to easily implement almost all complex testing procedures included in the book. Presents and discusses solutions to the most important and frequently encountered real problems in multivariate analyses. A supplementary website containing all of the data sets examined in the book along with ready to use software codes. Together with a wide set of application cases, the Authors present a thorough theory of permutation testing both with formal description and proofs, and analysing real case studies. Practitioners and researchers, working in different scientific fields such as engineering, biostatistics, psychology or medicine will benefit from this book.
| Author | : Paola Monari |
| Publisher | : Physica |
| Total Pages | : 243 |
| Release | : 2010-05-06 |
| Genre | : Social Science |
| ISBN | : 9783790823868 |
The book presents statistical methods and models that can usefully support the ev- uation of educational services and quality of products. The contributions collected in this book summarize the work of several researchers from the universities of Bologna, Firenze, Napoli and Padova. The contributions are written with a cons- tent notation and a uni?ed view, and concern methodological advances developed mostly with reference to speci?c problems of evaluation using real data sets. The evaluation of educational services, as well as the analysis of judgements and preferences, poses severe methodological challenges because of the presence of one or more of the following aspects: the observational (non experimental) nature of the context, which is associated with the well-known problems of selection bias and presence of nuisance factors; the hierarchical structure of the data, that entails c- related observations and consideration of effects at different levels of the hierarchy and their interactions (multilevel analysis); the multivariate and qualitative nature of the dependent variable, that requires the use of ad hoc statistical methodologies; 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 speci?cation and estimation of mixture models. The ?rst part of the book deals with latent variable models.
| Author | : Livio Corain |
| Publisher | : CRC Press |
| Total Pages | : 328 |
| Release | : 2017-09-20 |
| Genre | : Mathematics |
| ISBN | : 131536283X |
Ranking of Multivariate Populations: A Permutation Approach with Applications presents a novel permutation-based nonparametric approach for ranking several multivariate populations. Using data collected from both experimental and observation studies, it covers some of the most useful designs widely applied in research and industry investigations, such as multivariate analysis of variance (MANOVA) and multivariate randomized complete block (MRCB) designs. The first section of the book introduces the topic of ranking multivariate populations by presenting the main theoretical ideas and an in-depth literature review. The second section discusses a large number of real case studies from four specific research areas: new product development in industry, perceived quality of the indoor environment, customer satisfaction, and cytological and histological analysis by image processing. A web-based nonparametric combination global ranking software is also described. Designed for practitioners and postgraduate students in statistics and the applied sciences, this application-oriented book offers a practical guide to the reliable global ranking of multivariate items, such as products, processes, and services, in terms of the performance of all investigated products/prototypes.
| Author | : Maurizio Carpita |
| Publisher | : Springer |
| Total Pages | : 284 |
| Release | : 2015-04-01 |
| Genre | : Mathematics |
| ISBN | : 3319029673 |
The book, belonging to the series “Studies in Theoretical and Applied Statistics– Selected Papers from the Statistical Societies”, presents a peer-reviewed selection of contributions on relevant topics organized by the editors on the occasion of the SIS 2013 Statistical Conference "Advances in Latent Variables. Methods, Models and Applications", held at the Department of Economics and Management of the University of Brescia from June 19 to 21, 2013. The focus of the book is on advances in statistical methods for analyses with latent variables. In fact, in recent years, there has been increasing interest in this broad research area from both a theoretical and an applied point of view, as the statistical latent variable approach allows the effective modeling of complex real-life phenomena in a wide range of research fields. A major goal of the volume is to bring together articles written by statisticians from different research fields, which present different approaches and experiences related to the analysis of unobservable variables and the study of the relationships between them.
