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What is Multivariate Analysis

Emerging Trends and Insights on Economic Inequality in the Wake of Global Crises
A subdivision of statistics encompassing the simultaneous observation and analysis of more than one outcome variable.
Published in Chapter:
Economic Impacts and Management of the COVID-19 Global Crisis: A Study of the Tourism Industry
Fatma Feyza Gündüz (Adana Alparslan Türkeş Science and Technology University, Turkey) and Güneş Akgül (Adana Alparslan Türkeş Science and Technology University, Turkey)
DOI: 10.4018/978-1-6684-5289-9.ch004
Abstract
The tourism industry has been one of the fastest growing sectors of the world economy since the second half of the 20th century. Along with the COVID-19 global crisis, the sector has suffered a great destruction in a process where the tourism sector is gaining momentum. This chapter was carried out on the measurement and management of the economic effects of the COVID-19 global crisis on the tourism sector. A survey was conducted with 322 participants working as managers in different units in various travel agencies operating in Turkey. The construct validity of the scales was carried out by exploratory factor analysis. In the chapter, it was seen that crisis management practices were gathered under four dimensions. In results of the data, the total variance explanation rate for the marketing factor was 57.291%, for the human resources was 10.132%, for the government support was 7.937%, and for the maintenance was 5.286%.
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Data Analysis in Context-Based Statistical Modeling in Predictive Analytics
It is a subdivision of statistics for analyzing three or more piece of information for every item to find the interrelationship between variables to predict the future outcomes.
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Acoustic Feature Analysis for Hypernasality Detection in Children
An analysis of the relationships between more than two variables.
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Multivariate Sustainability Profile of Global Fortune 500 Companies Using GRI-G4 Database
Set of statistical techniques used for analysis of data that contain more than one variable.
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