【提綱挈領學統計】

1統計學概論 Introduction to Statistics
2敘述統計學 Descriptive Statistics
3古典機率論 Classical Probability Theory
4隨機變數 Random Variables
5多元隨機變數 Multivariate Random Variables
6常用機率分配模型 Common Probability Distribution Models
7抽樣方法與抽樣分配 Sampling Methods and Sampling Distribution
8點估計 Point Estimation
9區間估計 Interval Estimation
10假說檢定 Hypothesis Testing
11變異數分析 The Analysis of Variance
12相關分析與線性迴歸 Correlation Analysis and Linear Regression
13卡方檢定與適合度檢定 Chi-Squared and Goodness-of-fit Tests
14其他非母數統計方法 Other Nonparametric Methods
15統計決策理論、時間序列與指數 Other Important Topics in Statistics
A附表 Tables

【運籌帷幄學財管】

PART I 緒論與基礎工具INTRODUCTION AND USEFUL TOOLS
PART II 財務分析與預測FINANCIAL ANALYSIS AND PLANNING
PART III 報酬與風險RETURN AND RISK
PART IV 金融市場與證券評價FINANCIAL MARKETS & SECURITIES VALUATION
PART V 衍生性金融商品市場FINANCIAL DERIVATIVES MARKETS
PART VI 資本預算決策CAPITAL BUDGETING DECISION
PART VII 長期財務決策LONG-TERM FINANCIAL DECISIONS
PART VIII 短期財務決策SHORT-TERM FINANCIAL DECISIONS
PART IX 特殊課題SPECIAL TOPICS

【統計學考前衝刺30天】

1 統計學概論Introdution to Statistics
2 敘述統計學Descriptive Statistics
3 古典機率論Classical Probability Theory
4 隨機變數Random Variables
5 多元隨機變數Multivariate Random Variables
6 常用機率模型Common Families of Distribution
7 抽樣方法與抽樣分配Sampling Methods and Sampling Distribution
8 點估計Point Estimation
9 區間估計Interval Estimation
10 假說檢定Hypothesis Testing
11 變異數分析The Analysis of Variance
12 相關分析與線性迴歸Correlation Analysis and Linear Regression
13 卡方檢定與適合度檢定Chi-Squared and Goodness-of-fit Test
14 無母數統計方法Nonparametric Methods
15 統計決策理論、時間序列與指數Other Important Topics in Statistics