Statistical Inference

Subject:

Statistics (STAT)

Catalog number:

908

Unit weight:

0.50

Meet type:

LEC

Grading basis:

NUM

Cross-listing(s):

N/A

Requisites:

N/A

Description:

Asymptotic theory for statistical procedures, such as modes of convergence, Big O, small o calculus, concentration of measures, laws of large numbers, different types of central limit theorems. Parametric, nonparametric, and high-dimensional inference, optimal statistical procedures. Theory of computationally intensive methods, advances in hypothesis testing.

Topic titles:

N/A

Faculty:

Mathematics (MAT)

Academic level:

GRD

Course ID:

003105