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David's Perspective

Sharing my idea about business analytics, machine learning, and data science.

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標籤:Causal Inference

截圖 2020-04-27 上午12.11.16

一般化隨機森林 (Generalized Random Forest)

今天想跟大家介紹的論文是 2019 年刊 … More

Causal Inference, Generalized Random Forest, Local Estimation, Machine Learning
截圖 2020-03-23 上午12.29.21

消除估計偏誤的雙重機器學習 (Double Machine Learning)

今天想要跟大家分享一篇很有趣的論文— D … More

Causal Inference, Double Machine Learning, Econometrics
螢幕快照 2020-01-29 下午7。55。07

改善客戶流失管理:以「增益」為基礎的定位策略

今年我們公司與清大的 Business … More

AB Test, Causal Inference, Customer Churn Management, Machine Learning, Uplift Model
螢幕快照 2019-04-23 下午8.53.49

利用合成對照組 (Synthetic Control) 了解政策與事件的影響

社會學家或是 C-level 管理階層通 … More

Causal Inference, difference-in-difference, synthetic control, time series
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利用斷點迴歸設計設計估計需求曲線 – Uber 案例

一般而言,我們如果想要了解一項舉措 (t … More

Causal Inference, Data Science, Econometrics, Natural Experiment, Regression Discontinuity
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