Regression model
零膨胀泊松（ZIP）回归
零膨胀泊松回归是一种两分量模型，用于处理比普通泊松模型所能解释的零值更多的计数数据。该模型由Diane Lambert于1992年提出，它结合了用于零生成机制的逻辑斯蒂模型和用于真实计数过程的泊松模型。
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Method map
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来源
- Lambert, D. (1992). Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing. Technometrics, 34(1), 1–14. DOI: 10.2307/1269547 ↗
如何引用本页
ScholarGate. (2026, June 1). Zero-Inflated Poisson Regression (ZIP). ScholarGate. https://scholargate.app/zh/statistics/zero-inflated-poisson
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- 逻辑回归研究统计学↔ compare
- 负二项回归计量经济学↔ compare
- 泊松回归与负二项回归计量经济学↔ compare
- 零膨胀负二项回归 (ZINB)统计学↔ compare