Quantitative methods in tourism : a handbook / Rodolfo Baggio and Jane Klobas.
| Author/creator | Baggio, Rodolfo |
| Other author | Klobas, Jane E. |
| Format | Book |
| Publication Info | Bristol [UK] ; Buffalo [NY] : Channel View publications, ©2011. |
| Description | xxiv, 225 pages : illustrations ; 24 cm. |
| Subjects |
| Series | Aspects of tourism ; 48 Aspects of tourism ; 48. ^A590491 |
| Contents | Machine generated contents note: pt. 1 The Analysis of Data -- Introduction to Part 1 -- 1.The Nature of Data in Tourism -- Introduction -- Data: A Taxonomy -- Data Harmonization, Standards and Collaboration -- Data Quality -- Concluding Remarks -- Sources of Secondary Tourism Data -- 2.Testing Hypotheses -- Introduction -- Parametric and Non-parametric Tests -- Effect Size and Statistical Power -- Sample Size and Significance -- A Summary of Statistical Tests -- 3.Data Analysis -- Introduction -- Factor Analysis -- Cluster Analysis -- Multidimensional Scaling and Correspondence Analysis -- 4.Model Building -- Simple Regression -- Multiple Regression -- Logistic Regression -- Structural Equation Modeling -- Mediation and Moderation in Model Building -- Multi-Level Modeling -- 5.Time-dependent Phenomena and Forecasting -- Introduction -- Basic Concepts of Time Series -- Filtering Techniques -- Comparing Time Series Models -- Combining Forecasts -- Stationarity, Stability and System Representations -- pt. 2 Numerical Methods -- Introduction to Part 2 -- 6.Maximum Likelihood Estimation -- Estimating Statistical Parameters -- Likelihood Ratio Test -- 7.Monte Carlo Methods -- Numerical Experiments -- Random and Pseudo-Random Numbers -- 8.Agent-based Modeling and Simulations -- Complex Adaptive Systems and Simulations -- Agent-based Models -- Issues with Agent-based Models -- Evaluation of an Agent-based Model -- Concluding Remarks. |
| Bibliography note | Includes bibliographical references. |
| LCCN | 2011000640 |
| ISBN | 9781845411732 (pbk. : alk. paper) |
| ISBN | 1845411730 (pbk. : alk. paper) |
| ISBN | 9781845411749 (hardback : alk. paper) |
| ISBN | 1845411749 (hardback : alk. paper) |
| ISBN | 9781845411756 (ebook) |
| ISBN | 1845411757 (ebook) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Joyner | General Stacks | G155.A1 B316 2011 | ✔ Available | Place Hold |