Introduction
What this guide covers
An expert-level theoretical and methodological reference on the integration of advanced software engineering into analytical and scientific processes.
Overview
Topics covered
- Introduction
- Statistical Computing: Reproducibility, Development and Version Control
- Philosophy of Reproducibility and the Analytical Crisis
- Management of Computational Environments and Dependencies
- The Hierarchy of Abstraction in the Analytical Infrastructure
- Control of Interpreter Dependencies: Lockfiles and Manifests
Related concepts
Main connections
Compatible notation
Mathematical sample in LaTeX
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\mathcal{F}(\mathcal{D}; \Theta, \mathcal{E}) \longrightarrow \mathcal{R}