자료분석방법론

강의상세

통계학의 기초개념과 경영의사결정에의 응용

1.	Chapter 1: Introduction	1.Statistics 2. Variables and Level of Data
2.	Chapter2: Data Description	1.chart 2. frequency distribution
3.	Chapter 3-1: Numerical Measures	1. Mean, Median, Mode 2. skewness
4.	Chapter 3-2: Numerical Measures	1. Dispersion 2. empirical rule
5.	Chapter 4: Displaying and Exploring Data	1.Box Plot 2. Contingency Table
6.	Chapter 5-1: Probability Concepts	1. Types of Probability 2. Permutation and Combiation
7.	Chapter 5-2: Probability Concepts	1. Conditional Probability 2. Decision Tree
8.	Chapter 6-1: Discrete Probability Distribution	1. Probability Distribution 2. Mean and Variance
9.	Chapter 6-2: Discrete Probability Distribution	1. Binomial Probability Distribution 2. Poisson Probability Distribution
10.	Chapter 7: Continuous Probability Distribution	1. Uniform Distribution 2. Normal Distribution
11.	Chapter 8-1: Sampling Methods	1. Random Sampling 2. Stratified Sampling
12.	Chapter 8-2: Central Limit Theorem	1. Mean of Sample Means 2. Central Limit Theorem
13.	Chapter 9-1: Estimation	1. Point Estimates 2. Interval Estimates
14.	Chapter 9-2: Confidence Interval	1. Confidence Interval 2. t-Distribution
15.	Chapter 10: One-Sample Test of Hypothesis	1. Hypothesis 2. Test