Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
http://www.statsmodels.org/stable/stats.html#module-statsmodels.stats.power
Statistics
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
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in real problems, the true value of (some quantity) are usually unknow/defined, even if we can collect data about it, e.g., Amazon goods, what is the true cost of …
Bayesian vs Frequentist
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
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很多frequentist的inference是基于大样本（近似）理论的，这种情况下样本小的时候Bayesian结论可能会更好。
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某些统计量实在太复杂，（近 …
Make Inference Using Bootstrap
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
http://www.stat.umn.edu/geyer/old/5601/examp/tests.html#pv
\(BC_{\alpha}\) confidence interval the way to calculate p-values ...
AR1X Process
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
- talk about the ar1x process, and your simulation, GLM might not be as good as OLS for estimating parameters, but be careful about inference, why? you use do inference based on …
Variance and Dispersion Estimate in Genetics
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
The basic idea is to borrow information across genes. Some assume a distribution for the variances/dispersions while others not.