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Advanced & Applied Topics · Computational Biostatistics & Genomics

Computational biostatistics: models for longitudinal and hierarchical data

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Mathematical and Computational Statistics

Overview

Topics covered

Introduction
Computational Biostatistics: Longitudinal and Hierarchical Data
Longitudinal and Hierarchical Data: The Limit of OLS
1.1 Analytical formalization of correlation bias
Fundamentals of Exploratory Longitudinal Data Analysis (EDA)
2.1 Profile Charts (Spaghetti Plots) and Means

Related concepts

Main connections

Compatible notation

Mathematical sample in LaTeX

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

\hat{\beta}_{OLS} = (X^T X)^{-1} X^T Y

View LaTeX source

\hat{\beta}_{OLS} = (X^T X)^{-1} X^T Y