# STATS 67 Introduction to Probability and Statistics for Computer Science (2015-2016)

#### STATS 67 Introduction to Probability and Statistics for Computer Science

**STATS 67 Introduction to Probability and Statistics for Computer Science (Credit Units: 4)** Introductory course focusing on basic concepts in probability and statistics with discussion of applications to computer science. Prerequisite: MATH 2B . STATS 7 and MGMT 7 may not be taken for credit if taken after STATS 67. Only one course from STATS 7, MGMT 7, and STATS 67. (Design units: 0)

1. Have knowledge of basic probability distributions

2. Perform hypothesis testing

3. Performance estimation of parameters

Calculus - differentiation & integration

- Probability-simple and conditional probabilitities; counting; discrete random variables; continuous random variables; joint probability distributions
- Statistical interference-sampling and sampling distributions; estimation with confidencce intervals; tests of hypotheses; simple linear regression

Meets for 3 hours of lecture and 2 hours of discussion each week for 10 weeks.

Contributes toward Mathematics and Basic Science.

- Homework: 20%
- Midterms: 40% (20% each)
- Final: 40%
- Total: 100%

Mathematics and Basic Science: 4.0 credit units

Computing: 0.0 credit units

Engineering Topics: 0.0 credit units

Engineering Science: 0.0 credit units

Engineering Design: 0.0 credit units