mccabe08
David McCabe
Recently Published
pheatmap: following online tutorial
https://biostatsquid.com/step-by-step-heatmap-tutorial-with-pheatmap/
Practical HDBSCAN in R
Clustering in High Dimensions:/ Data Separability in 4D and Higher
Practical DBSCAN
R commands etc..
SVD Demonstration in R
SVD performed in R
Factor Analysis
A middle earth case study
Bayesian Updating: Conjugate Priors Catelogue
Catalogue of examples showing priors and their conjugates
Bayesian Updating with Continuous Priors
reference notes
Bayesian Updating with Discrete Priors
simple example for reference
Reminder: Plotting Marginal Probabilities
Joint Probability Distributions etc...
Reminder: Central Limit Theorem Derivation
derivation of the central limit theorem & LoLN
Catalogue of Continuous Probability Distributions
keeping reminder notes
Catalogue of Discrete Probability Distributions
Catalogue of Probability Distributions and information about them
Descriptive Summary Statistics
Reminder, raw & central moments, quantiles, percentiles, modes, etc... any details which are easily forgotten
Reference: Discrete Probability:
Summary notes for quick reminder regarding:
- Moments of Random variables
- List of prototypical discrete probability problems
Exploratory Analysis Guide
personal checklist to keep me straight as I build good habits
Reminder: Principle Component Analysis
Covers PCA commands in R for projection onto a subspace
Colours in R
Notes about colours for plotting functions
ggplot2: An Overview
personal notes on ggplot2
Introduction to data.table
personal notes on data.table
Reminder: K Means Clustering
Overview of K Means Clustering commands in R
Reminder: Hierarchical Clustering
Summary of Hierarchical Clustering in R