方法证据记录
Nonlinear Panel Data Analysis
Nonlinear panel data analysis applies nonlinear models — such as probit, logit, Poisson, or Tobit — to repeated observations on the same units over time. It accounts for unit-specific unobserved heterogeneity while capturing non-linear relationships between predictors and the outcome, making it essential when the dependent variable is binary, count-based, censored, or otherwise non-continuous.
源记录
引文逐字复制自方法源记录。这些引文不代表任何层级的验证。
Nonlinear Panel Data Analysis
分类方法记录 · regression-model / econometrics
- Wooldridge, J. M. (2010). Econometric Analysis of Cross Section and Panel Data (2nd ed.). MIT Press. · ISBN 978-0262232586
- Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. · ISBN 978-1107657632
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