Quantitative methods in tourism: a handbook
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Bristol [u.a.]
Channel View Publ.
2011
|
| Series: | Aspects of tourism
48 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XXIV, 225 S. graph. Darst. |
| ISBN: | 9781845411749 1845411749 9781845411732 1845411730 |
Staff View
MARC
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Record in the Search Index
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| adam_text | Titel: Quantitative methods in tourism
Autor: Baggio, Rodolfo
Jahr: 2011
Contents
List of Examples.........................................vii
List of Figures..........................................ix
List of Tables...........................................xv
Contributors...........................................xvii
Foreword.............................................xix
Introduction...........................................xxi
Part 1: The Analysis of Data
Introduction to Part 1......................................3
1 The Nature of Data in Tourism............................5
Introduction........................................5
Data: A Taxonomy....................................5
Data Harmonization, Standards and Collaboration...........9
Data Quality.......................................12
Concluding Remarks.................................16
Sources of Secondary Tourism Data.....................16
2 Testing Hypotheses....................................21
Introduction.......................................21
Parametric and Non-parametric Tests....................24
Effect Size and Statistical Power........................26
Sample Size and Significance...........................28
A Summary of Statistical Tests.........................37
3 Data Analysis........................................42
Introduction.......................................42
Factor Analysis.....................................42
Cluster Analysis....................................73
Multidimensional Scaling and Correspondence Analysis......84
4 Model Building.......................................88
Simple Regression...................................89
Multiple Regression.................................100
Logistic Regression.................................107
Structural Equation Modeling.........................112
Mediation and Moderation in Model Building............130
Multi-Level Modeling...............................133
vi Quantitative Methods in Tourism
5 Time-dependent Phenomena and Forecasting...............136
Introduction......................................136
Basic Concepts of Time Series.........................138
Filtering Techniques................................147
Comparing Time Series Models........................149
Combining Forecasts................................151
Stationarity, Stability and System Representations..........157
Part 2: Numerical Methods
Introduction to Part 2....................................173
6 Maximum Likelihood Estimation........................175
Estimating Statistical Parameters.......................175
Likelihood Ratio Test................................186
7 Monte Carlo Methods.................................189
Numerical Experiments..............................189
Random and Pseudo-Random Numbers.................193
8 Agent-based Modeling and Simulations...................199
Complex Adaptive Systems and Simulations.............199
Agent-based Models................................202
Issues with Agent-based Models.......................207
Evaluation of an Agent-based Model...................209
Concluding Remarks................................216
Appendix: Software Programs.............................220
|
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| ctrlnum | (OCoLC)712417032 (DE-599)HBZHT016716561 |
| discipline | Wirtschaftswissenschaften Geographie |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T23:25:20Z |
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| isbn | 9781845411749 1845411749 9781845411732 1845411730 |
| language | English |
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| physical | XXIV, 225 S. graph. Darst. |
| publishDate | 2011 |
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| publisher | Channel View Publ. |
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| series | Aspects of tourism |
| series2 | Aspects of tourism |
| spelling | Baggio, Rodolfo Verfasser aut Quantitative methods in tourism a handbook Rodolfo Baggio and Jane Klobas Bristol [u.a.] Channel View Publ. 2011 XXIV, 225 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Aspects of tourism 48 Tourismusforschung (DE-588)4218983-4 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Quantitative Methode (DE-588)4232139-6 gnd rswk-swf Tourismus (DE-588)4018406-7 gnd rswk-swf Tourism--Research--Methodology. Quantitative research. Tourismus (DE-588)4018406-7 s Quantitative Methode (DE-588)4232139-6 s DE-604 Tourismusforschung (DE-588)4218983-4 s 1\p DE-604 Statistik (DE-588)4056995-0 s 2\p DE-604 Klobas, Jane E. Verfasser aut Aspects of tourism 48 (DE-604)BV013503045 48 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022644085&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Baggio, Rodolfo Klobas, Jane E. Quantitative methods in tourism a handbook Aspects of tourism Tourismusforschung (DE-588)4218983-4 gnd Statistik (DE-588)4056995-0 gnd Quantitative Methode (DE-588)4232139-6 gnd Tourismus (DE-588)4018406-7 gnd |
| subject_GND | (DE-588)4218983-4 (DE-588)4056995-0 (DE-588)4232139-6 (DE-588)4018406-7 |
| title | Quantitative methods in tourism a handbook |
| title_auth | Quantitative methods in tourism a handbook |
| title_exact_search | Quantitative methods in tourism a handbook |
| title_full | Quantitative methods in tourism a handbook Rodolfo Baggio and Jane Klobas |
| title_fullStr | Quantitative methods in tourism a handbook Rodolfo Baggio and Jane Klobas |
| title_full_unstemmed | Quantitative methods in tourism a handbook Rodolfo Baggio and Jane Klobas |
| title_short | Quantitative methods in tourism |
| title_sort | quantitative methods in tourism a handbook |
| title_sub | a handbook |
| topic | Tourismusforschung (DE-588)4218983-4 gnd Statistik (DE-588)4056995-0 gnd Quantitative Methode (DE-588)4232139-6 gnd Tourismus (DE-588)4018406-7 gnd |
| topic_facet | Tourismusforschung Statistik Quantitative Methode Tourismus |
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