Let X∼χ2k be a chi-squared distributed random variable with k degrees of freedom. What are the sharpest known bounds for the following probabilities
where δ1 and δ2 are some functions. Pointers to relevant papers would be appreciated.
The Sharpest bound I know is that of Massart and Laurent Lemma 1 p1325.
A corollary of their bound is: