Gaussian approximation for high dimensional vector under physical dependence
Gaussian approximation for high dimensional vector under physical dependence
We develop a Gaussian approximation result for the maximum of a sum of weakly dependent vectors, where the data dimension is allowed to be exponentially larger than sample size. Our result is established under the physical/functional dependence framework. This work can be viewed as a substantive extension of Chernozhukov et …