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What is Panel Data Analysis

Climate Change Management and Social Innovations for Sustainable Global Organization
It is a method that allows testing the models created by combining time series and cross-section analysis.
Published in Chapter:
How Do Equity Market Performance and ICT Influence Clean Energy Consumption in High-Income Countries?
Pınar Avci (Tekirdağ Namık Kemal University, Turkey)
DOI: 10.4018/978-1-6684-9503-2.ch002
Abstract
The aim of this study is to examine whether equity market development and ICT affect clean energy consumption in 18 high-income countries during the period 1990-2015. In the analysis, firstly, the stationarity properties of the variables are tested with the CADF and CIPS tests. In the second stage, cointegration between the variables in the model is investigated by Westerlund, Kao, and Pedroni methods. In the next step, the long-run elasticities of the variables are estimated using the PCSE and FGLS methods. The causality between the variables is also determined by applying the Dumitrescu-Hurlin panel causality method. According to findings, cointegration between clean energy consumption and equity market development, ICT, economic growth, and CO2 emissions variables, which integrated at I(1) level, is proven. The long-term findings showed that the equity market, ICT, and economic growth encourage clean energy consumption of 18 high-income countries, and CO2 emissions also prevent them. In addition, there is bidirectional causality between clean energy consumption and other variables.
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Estimating Export Potential of India to Southeast Asian Countries: Panel Gravity Model Approach
Is a statistical method, widely used in social science, and econometrics to analyze two-dimensional (typically cross sectional and longitudinal) panel data.
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The Impact of COVID-19 on Stock Markets: A Comprehensive Literature Review
A statistical methodology that runs a regression combining time series and cross-sectional data.
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The Impact of Digitalization on Innovation: Evidence From Eurozone Countries
Panel data analysis is a method that combines time series and cross-section analysis and tests suitable models.
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Financial Development and Economic Growth: Panel Data Analysis
A statistical method, widely used in social science, epidemiology, and econometrics, which deals with two-dimensional panel data. The data are usually collected over time and over the same individuals and then a regression is run over these two dimensions.Multidimensional analysis is an econometric method in which data are collected over more than two dimensions.
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Corruption, Economic Development, and Insecurity in Colombia
A technique of studying a particular topic within multiple sites, periodically observed over a defined time period.
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The Impact of the COVID-19 Pandemic on the Tourism Economy: Evidence From Borsa Istanbul
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Infrastructure and Tourism Development: A Panel Data Analysis
Statistical method, widely used in social science, epidemiology, and econometrics, which deals with two and “n”-dimensional (in and by the - cross sectional/times series time) panel data.
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Information and Communication Technologies and Feminization U Hypothesis: Empirical Analysis for Turkey
Statistical analysis using panel data which is two-dimensional data obtained by collecting observations on the set of cross-sectional units over time.
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The Economic Anomie and Crime in Turkey
The “method of estimating economic relations” by adding a time dimension to cross-section units is called panel data analysis.
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The Impact of Education on Financial Inclusion in Emerging Countries
Panel data it is the gathering of cross-sectional observations of units such as individuals, countries, firms, households in a certain period of time and analyzing them for the purpose of analysis with any statistical method.
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The Impact of Foreign Direct Investment on CO2 Emission: Evidence From Selected G-20 Countries
It is the method of estimating the economic relations using cross-sectional with time dimension.
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Identification of Factors Affecting the Exports of High-Tech Products: A Panel Data Analysis
Panel data it is the gathering of cross-sectional observations of units such as individuals, countries, firms, households in a certain period of time and analyzing them for the purpose of analysis with any statistical method.
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The Impact of Technology on Wages in Non-Standard Employment
Panel data is a set of quantities gathered from several people, accumulated over regular time intervals, and arranged in chronological order.
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