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This is the first in a series of posts about transformers, based on Andrej Karpathy’s amazing video Let’s build GPT: from scratch, in code, spelled out.
Instrumental variable analysis with a binary outcome
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Here is an additional post on instrumental variable (IV) analysis. This follows an exercise where I employed two methods of IV analysis, comparing a Bayesian...
Instrumental variable analysis with Bayesian modeling and statsmodels
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Instrumental variable (IV) analysis is one method for causal inference. This approach relies on using an instrumental variable $Z$ to find the true relations...
Time series with varying intercepts
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I’ve done time-series data with time-to-event models and would like to explore modeling with mixed effects models. I’ll take an interative approach, in the s...