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Clustering Regression Functions in a Panel [PDF]
When time series data of a reasonable length for several cross sectional units are available (for example in the analysis of CO2 emission in industrial countries, or the estimation of production functions for 20 manufacturing sectors), researchers begin by testing whether the data can be pooled and a single dynamic model can be built for all cross ...
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Spatial multivariate regressions with panel data
2016We develop a new Bayesian estimator that is able to deal with multivariate panel data structure in the presence of spatial correlation. The analysis of panel data introduced here allows us to analyze not only the fixed effect but also the random effect model.
Cardoso de Mendonça, Mário Jorge +1 more
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Better clean or efficient? Panel regressions
Climatic Change, 2023Nicolas Schneider, Avik Sinha
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From Data to Causes I: Building A General Cross-Lagged Panel Model (GCLM)
Organizational Research Methods, 2020Michael J Zyphur +2 more
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Three Extensions of the Random Intercept Cross-Lagged Panel Model
Structural Equation Modeling, 2021Jeroen D Mulder
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Nonparametric Panel Data Regression Models
2015Yiguo Sun, Yu Yvette Zhang, Qi Li
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