Zhimeng Sun, Hansheng Wang, NETWORK IMPUTATION FOR A SPATIAL AUTOREGRESSION MODEL WITH INCOMPLETE DATA, Statistica Sinica, Vol. 30, No. 3 (2020), pp. 1419-1436 ...

A sequential regression or chained equations imputation approach uses a Gibbs sampling-type iterative algorithm that imputes the missing values using a sequence of conditional regression models. It is ...

Using Kalman equations, we derive straightforward formulas for the total imputation variance for several imputation methods commonly used in regression analysis and (un)equal probability sampling ...

8.2. Linear regression with a single explanatory variable There are many ways to do linear regression in Python. We have already used the heavyweight Statsmodels library, so we will continue to use it ...

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 ...