Statistics 607, Fall 2016
Programming and numerical methods in statistics

Course Materials

Syllabus
Background on dynamic languages
Python installation
Python language overview
Core Python data structures
Iteration
Working with data files
Text data
Problem set 1
Python internals
Python classes
Serialization
Python scoping rules
Array processing with Numpy
Problem set 2
Data processing with Pandas
GHCN case study
Problem set 3
NHANES case study
Final exam