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Causal Models for Longitudinal and Panel Data: A Survey [PDF]
Social Science Research Network, 2023 In this survey we discuss the recent causal panel data literature. This recent literature has focused on credibly estimating causal effects of binary interventions in settings with longitudinal data, emphasizing practical advice for empirical researchers.
Dmitry Arkhangelsky, G. Imbens
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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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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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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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Forecasting with Spatial Panel Data [PDF]
SSRN Electronic Journal, 2009 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Badi H. Baltagi +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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Testing and estimating structural breaks in time series and panel data in Stata [PDF]
The Stata Journal, 2021 Identifying structural change is a crucial step when analyzing time series and panel data. The longer the time span, the higher the likelihood that the model parameters have changed because of major disruptive events such as the 2007–2008 financial ...
Jan Ditzen +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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Simple Approaches to Nonlinear Difference-in-Differences with Panel Data
Social Science Research Network, 2023 I derive simple, flexible strategies for difference-in-differences settings where the nature of the response variable may warrant a nonlinear model. I allow for general staggered interventions, with and without covariates.
J. Wooldridge
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