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Bounds represent the points with which data cannot exceed, such as minima or maxima.

2 votes
1 answer
305 views

How does one express the decrease in minimal type II error bound for each observation added?

Problem: I have a "classifier" that uses some arbitrary hypothesis test on observations from one of two known probability distributions: $P_0$ (null hypothesis $H_0$) is a zero-mean Gaussian $\mathc …
M.B.M.'s user avatar
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13 votes
2 answers
9k views

Hypothesis testing and total variation distance vs. Kullback-Leibler divergence

And Total Variation bounds that exact possibility. Is my understanding correct? …
M.B.M.'s user avatar
  • 1,079