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數學及統計學 |
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| Ch |
CONTENTS 內容 |
NOTE |
| 1 |
Permutations & Combinations 排列和組合 | |
| 2 |
Binomial Expansion & Binomial Series 二項展式 | Ch2 |
| 3 |
Exponential Function 指數函數 | Ch3 |
| 4 |
Logarithmic Function & Logarithmic Transformation 對數函數 | Ch4 |
| 5 |
Limit & Derivative 極限和導數 | Ch5 |
| 6 |
Differentiation 微分法 | Ch6 |
| 7 |
Applications of Differentiation 微分法的應用 | Ch7 |
| 8 |
Indefinite Integration 不定積分法 | Ch8 |
| 9 |
Definite Integration & Trapezoidal Rule 定積分法 | Ch9 |
| 10/11 |
Basic Statistical Measures 基本統計學的量度 頻數分佈 | Ch1011 |
| 12 |
Sample space, event & Probability of an Event 概率：基本概念 | Ch12 |
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13 |
General Addition Rule, Conditional
Probability & Bayes' Theorem 續概率：複雜事件的概率 |
Ch13 |
| 14 |
Expectation 期望 | Ch14 |
| 15 |
Bernoulli, Binomial & Geometric Distribution | Ch15 |
| Poisson Distribution 一些特殊離散分佈 | ||
| 16 |
Normal Distribution 正態分佈及其應用 | Ch16 |
| 17 |
Population Parameters & Sample Statistics 總體參數與樣本統計量 | Ch17 |
| 18 |
Comparison of Frequency Distributions with fitted Probability Distributions 經驗頻數分佈與擬合分佈的比較 | Ch18 |