The instructor uses the Anaconda distribution of Python and writes code in Jupyter Notebook. She doesn’t skip over any of the building blocks of the language and her lessons are nicely paced and ...

Using Monte Carlo methods, the statistical properties of these estimators for the parameters and percentiles of the 2-parameter Weibull distribution are determined. The results are: 1. The MLE ...

In this paper, we consider a competing risks model with k failure modes and whose lifetimes follow a joint k-variate Marshall-Olkin Weibull distribution, when the data are multiply censored. Normally, ...

We introduce a new three-parameter lifetime model called the Lindley Weibull distribution, which accommodates unimodal and bathtub, and a broad variety of monotone failure rates. We provide a ...

This repo contains the code for the O'Reilly Media ... install Xcode Command Line Tools using xcode-select --install in Terminal. Install the Miniforge distribution of Python 3.8 based on your OS. If ...

Each concept is accompanied by a theoretical explanation and a set of practical exercises with Python code. Next, you’ll dive into the world of causal effect estimation, consistently progressing ...