1. 使學生了解分析資料的統計方法與基本學理（知識）
2. 能應用統計方法分析統計資料（技能）
3. 能體認的統計方法的嚴謹性及應用性（態度）
4. 能利用Excel等軟體分析資料並正確解讀報表。（其他）

Chapter 1. Introduction 1.1 What is statistics? 1.2 Classification of statistics 1.3 Population and sample Chapter 2. Data collection and Arrangement 2.1 Methods of data collection 2.1 Types of Data 2.3 Measurement 2.4 frequency distribution 2.5 bar graph histogram 2.6 scatter diagram 2.7 pie chart Chapter 3. Data description 3.1 mean, median, mode 3.2 range, interquartile range, variance, standard deviation, coefficient of variation, z value Chapter 4 Introduction of probability 4.1 random experiment and sample space 4.2 Properties of probability 4.3 marginal probability , conditional probability 4.4 exclusive events and independent events 4.5 Bayes theorem Chapter 5. Discrete random variable 5.1 random variable 5.2 probability distribution 5.3 expected value and variance 5.4 binomial distribution 5.5 hypergeometric probability distribution 5.6 Poisson probability distribution Chapter 6. Continuous distribution 6.1 normal distribution 6.2 normal distribution approximation of binomial distribution 6.3 uniform distribution 6.4 exponential distribution Chapter 7. Sample distribution 7.1 concept of Sample distribution 7.2 sample distribution of sample mean 7.3 central limit theorem 7.4 sample distribution of sample proportion 7.5 sample distribution of sample variance Chapter 8. Estimation 8.1 concept of estimation 8.2 interval estimation of population mean – large sample 8.3 interval estimation of population mean –small sample

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