◆ECONOMIC STATISTICS － （前）
|
OZAKI VALERIE
|
| ○講義概要 |
The statistical methods most widely used in economics and business are described together with their applications. Topics include hypothesis testing, analysis of variance, regression models, correlation, and econometric model-fitting. Prerequisite: MTH 111.
|
| ○評価方法 |
レポート(30%)、前期学期末試験(定期試験期間中)(35%)、後期学期末試験(定期試験期間中)(35%)
|
| ○テキスト |
Mendenhall, Beaver and Beaver『A Brief Course in Business Statistics』 Brooks/Cole Pub. Co.
|
| ○授業計画 |
| 1 | Revision of Probability Distributions. Binomial Distribution, Normal Distribution. |
| 2 | Sampling Distributions |
| 3 | Confidence Intervals and p-values. |
| 4 | Hypothesis testing for means (large and small samples), proportions and variances. |
| 5 | Power of a test. |
| 6 | Contingency tables. Chi-square test. |
| 7 | Mid-Term
Analysis of Variance. Completely Randomized design, . |
| 8 | Two-way Analysis of Variance, Randomized Block design, |
| 9 | Interaction,Factorial Experiment |
| 10 | Revision of Simple Linear Regression, correlation. |
| 11 | Multiple Linear Regression. |
| 12 | Fitting the best regression model. |
| 13 | Problems of multiple regression, such as multicollinearity and autocorrelated errors. |
| 14 | Nonparametric tests. |
|
Copyright (C) 2004 Sophia University
By：上智大学学事部学務課
|
