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Kuwait Journal of Science, 2021 In statistical and econometric researches, three types of data are mostly used as i) cross-sectional, time series and panel data. Cross-sectional data consists as a result of collecting the observations related to the same variables of many units at ...
Muhammet Oguzhan Yalcin +2 more
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Recent Methodological Advances in Panel Data Collection, Analysis, and Application
Survey Research Methods, 2021 SRM wants to publish a Special Issue on "Recent Methodological Advances in Panel Data Collection, Analysis, and Application". This call for papers expands on the papers searched and the policies used.
Tobias Wolbring, Sabine Zinn
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Recent Methodological Advances in Panel Data Collection, Analysis, and Application
Survey Research Methods, 2023 Panel studies have become an indispensable part of today's research world especially when addressing causal questions and tracking changes over time. Three conditions are essential for effective panel data analysis: 1) having a sufficiently long time ...
Sabine Zinn, Tobias Wolbring
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Forecasting with Panel Data [PDF]
SSRN Electronic Journal, 2006 AbstractThis paper gives a brief survey of forecasting with panel data. It begins with a simple error component regression model and surveys the best linear unbiased prediction under various assumptions of the disturbance term. This includes various ARMA models as well as spatial autoregressive models.
Badi H. Baltagi, Badi H. Baltagi
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SSRN Electronic Journal, 2019 This article promotes the use of panel data methods in nowcasting. This shifts the focus of the literature from national to regional nowcasting of variables like gross domestic product (GDP). We propose a mixed-frequency panel VAR model and a bias-corrected least squares estimator which attenuates the bias in fixed effects dynamic panel settings ...
Jack Fosten, Ryan Greenaway-McGrevy
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Panel Data and Experimental Design [PDF]
SSRN Electronic Journal, 2017 How should researchers design experiments to detect treatment effects with panel data? In this paper, we derive analytical expressions for the variance of panel estimators under non-i.i.d. error structures, which inform power calculations in panel data settings.
Fiona Burlig +2 more
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MethodsX, 2023 The Middle-Income Trap (MIT) refers to the situation in which a country's per capita income can reach middle-class levels but remains there for years, making it difficult to move up to a higher income level. Indonesia was declared trapped in MIT in 2014,
Vita Ratnasari +2 more
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Determinasi Faktor – Faktor Indeks Pembangunan Manusia di Jawa Barat Menggunakan Regresi Data Panel
Ethos: Jurnal Penelitian dan Pengabdian kepada Masyarakat, 2021 . The measure used in evaluating human development is the Human Development Index (HDI). The success of the development of the quality of human life can be seen from the indicator, namely HDI. The components that affect the HDI value consist of 3, namely
Anny Suryani, Euis Sartika
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Nonignorable item nonresponse in panel data
Statistical Theory and Related Fields, 2022 To estimate unknown population parameters based on panel data having nonignorable item nonresponse, we propose an innovative data grouping approach according to the number of observed components in the multivariate outcome $ \boldsymbol {y} $ when the ...
Sijing Li, Jun Shao
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Measurement biases in panel data [PDF]
Transportation, 1989 The objective of this paper is to examine reporting errors in panel data obtained from multi-day travel diaries. A distinction is made between within and between wave biases. The former leads to an increase in under-reporting associated with the number of days the diary is kept.
Meurs, Henk +2 more
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