Quantitative Methods in Tourism/
Quantitative Methods in Tourism/ a handbook
Baggio,Rodolfo
- Bristol: Channel view publications, 2011.
- 225
Contents
List of Examples List of Figures
List of Tables
Contributors
Foreword
Introduction
Part 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 t 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
v| Quantitative Methtods in
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,
Part 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
Appendix: Software Programs
910.015195 / /Q P1
Contents
List of Examples List of Figures
List of Tables
Contributors
Foreword
Introduction
Part 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 t 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
v| Quantitative Methtods in
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,
Part 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
Appendix: Software Programs
910.015195 / /Q P1