Miscellaneous

2021-09-06

Recent presentations

The Power of R Markdown for Assessment and Teaching which discusses my extensive use of randomised assessment in my teaching - won 2nd place in the 2022 UFS Learning and Teaching Awards in the category of Innovating my curriculum through the use of technology and/or online tools.

I have built a new module evaluation system for my faculty and presented a workshop discussing the system and the tools used to build it.

Priors for t and skew-t models, with a focus on flexible latent variable models. The source code is also available.

Multivariate Data Analysis via Stan Modelling Software, with a focus on flexible latent variable models. The source code is also available.

Statistical Old Wives’ Tales

Presentation for StatCon2020: Stan as an all-purpose modelling solution (video version with my voice). Also available is the slides and source code zipped up.

Important Side Topics

Covid-19 Waves by Province in South Africa

Recent publications

Soil fertilization synergistically enhances the impact of pollination services in increasing seed yield of sunflower under dryland conditions

Anthropogenic Influences on Distance Traveled and Vigilance Behavior and Stress-Related Endocrine Correlates in Free-Roaming Giraffes

Older (but still relevant) presentations

Departmental presentation: Three mildly interesting consultation projects

Discussion with computer science honours students

Presentation on the magic of markdown for SASA 2019, including the example of doing an assignment where each student gets unique data and their own memo and the example of incorporating interesting models with STAN into the research or consultation workflow. Source for the examples are available here and here respectively, and data here, while the source for the presentation itself can be downloaded here.

Department presentation on statistical modelling with Stan

Flash facts presentation for UFS discussion

Department presentation on Adventures in Statistical Consulation

Random topics

Distribution visualisation app, useful for undergrad stats.

Hypothesis test generator.

Useful code for teaching and research.

My EXCEL addin with tons of useful functions like copying tables in R or LateX format, simulating many distributions, logit transforms, deleting alternating columns, etc. Must be manually placed in C:\Users\You\AppData\Roaming\Microsoft\Addins and then activated in EXCEL via File->Options->Addins->Go.

Self administered module evaluations

Arithmetic game

List of Sean’s Shiny apps warning: these may be under construction at any time

Prof. van Zyl asked me to check the formula for the asymptotic variance of the sample kurtosis on Wikipedia empirically. This is an excellent introduction to the idea of a simulation study. It is also a good example of R markdown if you look at the source here. Connected to this is a deeper study of sample kurtosis for Stable distributions, in which we show that $E\left[\frac{\text{excess sample kurtosis}}{\text{sample size}}\right]\approx 1-\frac{\text{tail index}}{2}$.

This study has now been published open access and is available at the South African Statistical Journal website.

Here’s an interesting basic probability problem solved with R Markdown.