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We'll pick an interesting methodological talk to watch and discuss the issues introduced in it. Optional craft-along.

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Building personal websites with R and Quarto

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Building personal websites with R and Quarto

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Websites can be a useful tool for showcasing what kind of things you're working on (or collating your publications), which can help other people find you and identify you as a collaborator or a conference contributor. Quarto and R allow you to build websites for free (assuming you're willing to deal with a bit of technical faff)

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Options for analysing longitudinal data, e.g. growth models, lagged effects, mediations over time.

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How to run mediations when you have data that is nested.

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How to use R to build interactive applications

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What to look for when critically evaluating papers.

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Including multiple imputation by chained equations.

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Let's use the time to revise, catch up on other modules, read, work on dissertations, or just relax.

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Using RMarkdown and Quarto to write papers

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Using RMarkdown and Quarto to write papers

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How to use various R tools to prepare publication ready manuscripts.

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May also include moderation analysis (as a comparison) and multilevel mediation as suggested above.

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How to ensure the code you're writing is useful for others and stands the test of time. Including how to run R and RStudio on your own computer.

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Meta-research or meta-science is the "science of science" - a discipline concerned with understanding the mechanisms behind the processes that make science work, or the one that break it.

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Using what we've covered so far to get into machine learning. How Large Language Models like ChatGPT work. We don't have the computational resources to build one in the class but we can build a tiny language model so you understand the principles. I will almost certainly share my opinions about how modern AI bots are a plague upon humanity.