Time Series, Health & Evidence Synthesis · Biostatistics & Clinical Trials

Computational biostatistics: biomedical data management and scientific computing

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Introduction Specialized Technical Reference Treatise

Overview

Topics covered

  • Introduction
  • Computational Biostatistics
  • 1. Architecture, Standards and Integration of Biomedical Data
  • The OMOP Common Data Model (OMOP CDM)
  • CDISC Standards: SDTM and ADaM
  • Real Time Interoperability with HL7 FHIR

Related concepts

Main connections

  • Linear algebra & matrices
  • Regularization (Lasso / Ridge / Elastic Net)
  • Maximum likelihood estimation
  • Survival analysis & Kaplan-Meier
  • Bayes' theorem & priors
  • Variance & standard deviation

Compatible notation

Mathematical sample in LaTeX

The expression is rendered accessibly, with its LaTeX source preserved below.

𝒞={⟨i,tstart,tend⟩∈𝒰×ℝ2|Φ(i,tstart)∧Ψ(i,tstart,tend)}
View LaTeX source\mathcal{C} = \left\{ \langle i, t_{start}, t_{end} \rangle \in \mathcal{U} \times \mathbb{R}^2 \; \big| \; \Phi(i, t_{start}) \land \Psi(i, t_{start}, t_{end}) \right\}