Topics in Probability and Statistics

Subject: 
Statistics (STAT)
Catalog number: 
946
Unit weight: 
0.50
Meet type: 
LEC
Grading basis: 
NUM
Cross-listing(s): 
N/A
Requisites: 
Instructor Consent Required
Description: 
Topics of current interest
Topic titles: 
1 Opt Portfolios in Cont Time
2 Non-parametric Models
3 Learning Ensembles of Models
4 Estimating Functions
5 Statistical Genetics
6 Comptnl Tools in Ruin & Que Th
7 Analysis of Longitudinal Data
8 Non-Paramtrc Rgrssn w/Applctns
9 Stat Analys of Incomplete Data
10 Neuroinformatics
11 Advncd Computational Inference
12 Spatial Statistics
13 Kernels & Ensembles
14 Machine Learning
15 Saddle point methods
16 Financial Econometrics
17 Applied Experimental Design
18 Probabalistic Graphical Models
19 Approximations in Statistics
20 Machine Learning
21 Analysis of Network Graph Data
22 Statistics in Policy
23 Analysis of Network Data
24 Statistics on Manifolds
25 Queueing Theory
26 Inference for Big Data
27 Empirical Likelihood
28 Mathematical Intro to Copulas
29 Stochastic Calculus
30 Deep Learning
31 Nonparametric Regression
32 An Introduction to Copulas
33 Finance Optimization Problems
34 Information Geometry
35 Graphical Models & Application
36 Stat Methods for Geonomic Data
37 Advanced Bayesian Computing
Faculty: 
Mathematics (MAT)
Academic level: 
GRD
Course ID: 
010557