Overview of the technique Confidence intervals

Model fitting: estimator bias for variance, Monte Carlo simulation of regularisation DoF effect

Creating priors from thin air

Technical note about residual degrees of freedom in statistical models and the geometry of projections in Hilbert space

classic arguments for and against the two sides of the statistical _fair_ coin

Overview of ANOVA testing

copycat run through of online pheatmap tutorial and command reference

Commonplace test catalogue/reference

Estimation theory, confidence interval calculation, etc...

Clustering in High Dimensions:/ Data Separability in 4D and Higher

Short R command summary

SVD visualisation in R

A middle earth case study

Catalogue of examples showing priors and their conjugates

reference notes

simple example for reference

Handling joint probability distributions: splom, ggally, marginal probabilities, etc...

Random variable algebra derivation of the law of large numbers and the central limit theorem

keeping reminder notes

Catalogue of Probability Distributions and information about them

Reminder, raw & central moments, quantiles, percentiles, modes, etc... any details which are easily forgotten

Summary notes for quick reminder regarding: - Moments of Random variables - List of prototypical discrete probability problems

personal checklist to keep me straight as I build good habits

White paper covering PCA commands in R, critique of technique and demonstration of my colour biplot

Notes about colours for plotting functions

personal notes on ggplot2

personal data.table crib sheet

Overview of K Means Clustering commands in R

Summary of Hierarchical Clustering in R