IIE2109-01 (2015학년도 1학기)

2014-12-15 11:08:50  2016-01-19 12:19:56 
정보산업확률통계 
공A428  월6,7,목2 
 
김창욱  공과대학 정보산업공학과 
3공학관 422호  02-2123-2711 
이메일: kimco@yonsei.ac.kr  면담시간: 목요일 오후4시-6시
 
Sophomore, Industrial Engineering
An introduction to probability with a view toward applications. This course 
covers basic concepts for mathematical models for random variables and 
expectation, (discrete and continuous) distributions, joint and conditional 
distributions, law of large numbers, central limit theorem, sample 
distributions, and estimation for population parameters.
Basic mathematical skills including calculus
3 hour lecture per week
3 homeworks
3 exams
1st exam - 20%
2nd exam - 25%
3rd exam - 25%
Attendance - 10%
Homework - 20%
○ 1. Textbook
Probability and Statistics for Engineers and Scientists (9th edition)
Walpole, Myers, Myers, Ye 
Prentice Hall

2. Course materials (power point file)
Professor
Department of Information & Industrial Engineering

Research interests: data mining, multi-agent modeling and simulation
Byung Wook Min (민병욱)
Ph.D. studuent
Department of Information & Industrial Engineering

email: dmbw612@gmail.com
Phone: 02-2123-7716
An introduction to probability with a view toward applications. This course 
covers basic concepts for mathematical models for random variables and 
expectation, (discrete and continuous) distributions, joint and conditional 
distributions, law of large numbers, central limit theorem, sample 
distributions, and estimation for population parameters.
2015-03-02 2015-03-08
Introduction to Statistics and Data 
Analysis 
Chapter 1 
(3.2) 개강
(3.4 ~ 3.6) 수강신청 확인 및 변경 
2015-03-09 2015-03-15
Probability
- Sample space, events
- counting sample points
- probability of an event
- conditional probability 
Chapter 2 
 
2015-03-16 2015-03-22
- probability rules
- Bayes` rule

Random Variables and Distributions
- random variable
- discrete distributions 
Chapters 2, 3

Homework (chapters 1-3) 
 
2015-03-23 2015-03-29
- contiuous distributions
- joint distributions 
Chapter 3 
 
2015-03-30 2015-04-05
Mathematical Expectation
- mean, variance, covariance 
Chapter 4

1st exam (chapters 1-3) 
(4.1~4.3) 수강철회 
2015-04-06 2015-04-12
- chebyshev`s theorem

Some Discrete Distributions
- uniform distribution
- binomial and multinomial distribution
- geometric and hyper geometric  
  distributions 
Chapters 4, 5

Homework (chapters 4-6) 
(4.8) 학기 1/3선 
2015-04-13 2015-04-19
- Poisson distribution

Some Continuous Distributions
- uniform distribution
- normal distribution
- gamma and exponential distributions
- lognormal distribution 
Chapter 6 
(4.16 ~ 4.22) 중간시험 
2015-04-20 2015-04-26
No lecture 
2nd exam (chapters 4-6) 
(4.16 ~ 4.22) 중간시험 
2015-04-27 2015-05-03
Functions of Random Variables (option)

Sampling Distributions
- sampling distribution of mean
- sampling distribution of variance 
Chapters 7, 8 
 
10  2015-05-04 2015-05-10
- t distribution
- F distribution

One- and Two-Sample Estimation
- estimating mean 
Chapters 8, 9

Homework (chapters 7-8) 
(5.5) 어린이날 (5.9) 창립기념일 
11  2015-05-11 2015-05-17
- prediction interval
- tolerance limits
- estimating the difference between
  two means 
Chapter 9 
(5.15) 학기 2/3 선 
12  2015-05-18 2015-05-24
- estimating proportion
- estimating the difference between
  two proportions
- estimating variance
- estimating the ratio of two variances
- maximum likelihood estimation 
Chapter 9 
 
13  2015-05-25 2015-05-31
One- and Two-sample Tests of Hypotheses
- One and two tailed tests
- p value
- tests concerning a single mean
  (variance known) 
Chapter 10 
(5.25) 석가탄신일 
14  2015-06-01 2015-06-07
- tests concerning a single mean
  (variance unknown)
- two samples: tests on two means
- choice of sample size
- test on a single proportion 
Chapter 10

Homework (chapters 9-10) 
(6.6) 현충일 
15  2015-06-08 2015-06-14
- test on two proportions
- one and two sample tests concerning
  variances
- goodness-of-fit test 
Chapter 10 
(6.8 ~ 6.20) 자율학습 및 기말시험 
16  2015-06-15 2015-06-21
No lecture 
3rd exam (chapters 7-10) 
(6.8 ~ 6.20) 자율학습 및 기말시험