All Posts

Collection of all posts written to date

  • Fitting simple Bayesian glm models with stan in R

    Some quick intuition for Bayesian and frequentist models with some glm examples in R. Using some tricks makes fitting variant models in stand quite simple.

    stan
    R

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  • Adventure into web development

    This is the inaugral post of my new personal website in which I present some background on my recent adventures and motivation of learning some basic web development skills.

    html
    mdx
    nextjs

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  • Estimating the ratio of two parameters and confidence bounds

    Bayesian and frequentist approaches to binomial dose responses in R - Part II. LC50s are ubiquitous in dose response modelling, but they are not always easy to estimate. A Bayesian approach can help here.

    ecology
    R
    statistics
    stan

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  • Making a Table of Contents for mdx posts with Next.js

    I have been flip flopping between next-mdx and next-mdx-remote as I build this blog and learn more about Next.js. The process of making a Table of Contents taught me a lot about strengths of both approaches to rendering mdx files with Next.js

    javascript
    mdx
    jsx
    Next.js

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  • Testing differences in dose responses in two populations

    Bayesian and frequentist approaches to binomial dose responses in R - Part I. Understanding how an endpoint, like mortality, varies with exposure or dosage is important in many situations. Here we look at two common approaches and their relative benefits.

    ecology
    R

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  • Prey population growth constrained by predators (Lotka-Volterra)

    Population growth - Part III. What happens one one growing population eats another?

    ecology
    R

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