High-Dimensional Statistics
In statistical theory, the field of high-dimensional statistics studies data whose dimension is larger than dimensions considered in classical multivariate analysis. High-dimensional statistics relies on the theory of random vectors. In many applications, the dimension of the data vectors may be larger than the sample size.
Department Members with this Research Interest
Alexandra Chouldechova
Estella Loomis McCandless Assistant Professor of Statistics and Public Policy
