Del 79 i serien Aspects of Tourism

Quantitative Methods in Tourism

A Handbook

Inbunden, Engelska, 2017

AvRodolfo Baggio,Jane Klobas

2 339 kr

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In this revised second edition, Baggio and Klobas build upon the work of their previous volume, offering a presentation of quantitative research methods for tourism researchers. This accessible and rigorous guide goes beyond the approaches usually covered in introductory textbooks on quantitative methods to consider useful techniques for statistical inquiry into tourism matters of all but the most econometrically complex kind. The first part of the book concerns common issues in statistical analysis of data and the most widely-used techniques, while the second part describes and discusses several newer and less common approaches to data analysis that are valuable for tourism researchers and analysts.Updates to the second edition include:• a new chapter on “Big Data” • consideration of data screening and cleaning• the use of similarity and diversity indexes for comparing samples• observations about the partial least squares (PLS) approach to path modelling• a new section on multi-group structural equation modelling• a new section on common method variance and its treatment• revised and updated section on software• fully updated references and examples

Produktinformation

Utgivningsdatum2017-07-06
Mått156 x 234 x 21 mm
Vikt580 g
FormatInbunden
SpråkEngelska
SerieAspects of Tourism
Antal sidor252
Upplaga2
FörlagChannel View Publications Ltd
ISBN9781845416195

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Rodolfo Baggio is Professor of the Master of Economics and Tourism at Bocconi University, Italy. His research interests focus on information technology and tourism and his current work combines complexity theory and network analysis methods to the study of tourism destinations.Jane Klobas is an Education and Research Consultant, based in Australia and Italy. She is an Adjunct Professor at Murdoch University, Australia and a Visiting Professor at the University of Bergamo, Italy and other universities in Europe and Asia. Her interests include research development, adult learning, knowledge and information management and applications of the theory of planned behaviour.

ForewordIntroduction to the Second EditionIntroductionPart I – The Analysis of DataIntroduction to Part IChapter 1 – The Nature of Data in TourismChapter 2 - Testing Hypotheses and Comparing SamplesChapter 3 – Data ReductionChapter 4 - Model BuildingChapter 5 - Time Dependent Phenomena and ForecastingPart II - Numerical MethodsIntroduction to Part IIChapter 6 - Maximum Likelihood EstimationChapter 7 – Monte Carlo MethodsChapter 8 – Big DataChapter 9 - Simulations and Agent-Based ModellingAppendix: Software Programs