Introduction
to Statistics Theory
STA 4322 :
Section 5283
Summer B, 2005
Instructor: Sourish Saha
Course Outline: Credits: 3; Pre-req: STA 4321 or equivalent
This is a direct continuation of STA 4321. It provides basic
background material for distribution theory,
estimation, hypothesis testing, linear
regression analysis, and analysis of variance. A good knowledge
of calculus will be very helpful.
Textbooks:
1. Mathematical Statistics and Data Analysis,
Second edition. By: John A. Rice, Duxbury, 1995.
2. Mathematical Statistics with Applications, Sixth edition. By: Wackerly, Mendenhall, & Scheaffer, Duxbury,
2002.
Additional References:
1. Khuri’s Advanced calculus with applications
in statistics [electronic
resource]
2. Mathematics Handbook for
science and engineering (UFLIB
- Reference - QA41 .R34)
3. Schaum's Outline of theory and
problems of probability and statistics [electronic
resource]
Office Hours:
Tuesday
& Thursday,
|
·
Syllabus ·
Review – STA
4321: Introduction to Probability ·
Commonly used
Statistical Distributions ·
Applications
of Various Statistical Distributions ·
Relations
between distributions ·
Model Fitting – Gamma (MATLAB code) |
Additional Resources |
|
·
Statistical Computing Resources ( ·
Probability
Distributions - MATLAB ·
Statistics Glossary - StatSoft |