Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...

Zhiqiang Tan, Regression and Weighting Methods for Causal Inference Using Instrumental Variables, Journal of the American Statistical Association, Vol. 101, No. 476 (Dec., 2006), pp. 1607-1618 ...

From IV we move to regression discontinuity designs (RDD); we approach identification from the continuity perspective and introduce local polynomial approximation for estimation. Finally, we pivot to ...

This article examines theoretical and empirical issues related to the statistical power of impact estimates under clustered regression discontinuity (RD) designs. The theory is grounded in the causal ...