

Today, I noticed that one of my estimators was resulting in an expected t1 error rate of. I even use optimization for little one-off sanity checks. There are tools for modeling that, if you can specify the log likelihood or log probability density, you can estimate the parameters of interest it's hard to even know where to begin unless you understand basic calculus.

When you are no longer in t-test, anova, glm/lm/regression territory, your tooling becomes much more limited, and you'll eventually need to learn the basic ideas of optimization, joint probability densities, etc. Derivation of probability densities (not derivatives-of, I mean creation of).Nearly anything involving probability densities.Some incredibly common things that come from calculus: R-bloggers - blog aggregator with statistics articles generally done with R software.Īny time you see a probability density, you will probably need to know calculus. Kaggle Self posts with throwaway accounts will be deleted by AutoModerator Memes and image macros are not acceptable forms of content. Just because it has a statistic in it doesn't make it statistics. Please try to keep submissions on topic and of high quality. They will be swiftly removed, so don't waste your time! Please kindly post those over at: r/homeworkhelp. This is not a subreddit for homework questions.

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