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math.ST2019
High dimensional statistical inference: theoretical development to data analytics
Deepak Nag Ayyala
This article is due to appear in the Handbook of Statistics, Vol. 43, Elsevier/North-Holland, Amsterdam, edited by Arni S. R. Srinivasa Rao and C. R. Rao. In modern day analytics,…
math.ST2019
Note on Mean Vector Testing for High-Dimensional Dependent Observations
Seonghun Cho, Johan Lim, Deepak Nag Ayyala +2
For the mean vector test in high dimension, Ayyala et al.(2017,153:136-155) proposed new test statistics when the observational vectors are M dependent. Under certain conditions, t…