on complex practical activities with the communityand society at large, such as being able to10-2熟练掌握英语，能够在本专业相关领域进行有效的comprehend and write effective reports and design技术沟通和交流。Proficient inEnglish，and capableofdocumentation, make effective presentations andgive and receive clear instructions. Be able tocarrying out effective technical communication andcommunicate in a cross-cultural context with anexchange in related fields of the major.Intemational vision.三、教学内容Content(Topics)注：以中英文填写，各部分内容的表格可根据实际知识单元数量进行复制、扩展或缩减Note:Filled in both CN and EN, extend or reduce based on the actual numbers ofknowledge unit(1）理论教学Lecture知识单元序号：支撑教学目标11-1, 1-2, 1-4, 1-5Knowledge Unit No.SLOs Supported知识单元名称统计与数据分析导言Unit TitleIntroductiontoStatisticsandDataAnalysis数据收集Data collection位置和方差的测量Location and variability measure知识点：离散和连续型变量Knowledge DeliveryDiscrete and continuous variables图形诊断Graphical inspections样本空间和事件Sample spaces and events了解：样本和总体的基本概念RecognizeWhat's SampleandPopulation学习目标：理解：样本空间和事件Learning ObjectivesUnderstandSample spaces and events掌握：位置和方差的测量；图形诊断MasterLocation and variability measure; Graphical inspections德育目标2-1, 2-2Moral Objectives重点：位置和方差的测量；图形诊断Key PointsLocation and variabilitymeasure; Graphical inspections难点：图形诊断Focal pointsGraphical inspections知识单元序号支撑教学目标：21-1, 1-2, 1-4, 1-5Knowledge Unit No.SLOs Supported
on complex practical activities with the community and society at large, such as being able to comprehend and write effective reports and design documentation, make effective presentations and give and receive clear instructions. Be able to communicate in a cross-cultural context with an International vision. 10-2 熟练掌握英语，能够在本专业相关领域进行有效的 技术沟通和交流。Proficient in English, and capable of carrying out effective technical communication and exchange in related fields of the major. 三、教学内容 Content (Topics) 注：以中英文填写，各部分内容的表格可根据实际知识单元数量进行复制、扩展或缩减 Note: Filled in both CN and EN, extend or reduce based on the actual numbers of knowledge unit (1) 理论教学 Lecture 知识单元序号: Knowledge Unit No. 1 支撑教学目标: SLOs Supported 1-1，1-2，1-4，1-5 知识单元名称 Unit Title 统计与数据分析导言 Introduction to Statistics and Data Analysis 知识点: Knowledge Delivery 数据收集 Data collection 位置和方差的测量 Location and variability measure 离散和连续型变量 Discrete and continuous variables 图形诊断 Graphical inspections 样本空间和事件 Sample spaces and events 学习目标: Learning Objectives 了解: Recognize 样本和总体的基本概念 What’s Sample and Population 理解: Understand 样本空间和事件 Sample spaces and events 掌握: Master 位置和方差的测量；图形诊断 Location and variability measure; Graphical inspections 德育目标 Moral Objectives 2-1，2-2 重点: Key Points 位置和方差的测量；图形诊断 Location and variability measure; Graphical inspections 难点: Focal points 图形诊断 Graphical inspections 知识单元序号: Knowledge Unit No. 2 支撑教学目标: SLOs Supported 1-1，1-2，1-4，1-5
概率知识单元名称ProbabilityUnit Title事件：样本点计数；事件的概率Events;Countingoutcomes;Probabilityofevents条件概率、独立性及乘积法则知识点：Conditional probability,independenceandtheproductruleKnowledge Delivery全概法则；贝叶斯法则The law of total probability, Bayes' rule了解：事件：样本点计数Events; Counting outcomesRecognize理解：事件的概率学习目标：UnderstandProbability of events;Learning Objectives条件概率、独立性及乘积法则：全概法则；贝叶斯法掌握：则MasterConditional probability,independence and the productrule,Thelawoftotalprobability,Bayes'rule德育目标2-1, 2-2Moral Objectives条件概率、独立性：全概法则：贝叶斯法则重点：Conditional probability,independence; The law of total probability,Key PointsBayes' rule难点：全概法则：贝叶斯法则Focal pointsThelaw oftotal probability,Bayes'rule知识单元序号：支撑教学目标：31-1,1-2,1-4, 1-5Knowledge Unit No.SLOs Supported随机变量和概率分布知识单元名称Unit TitleRandomVariablesandProbabilityDistribution随机变量；离散和连续变量Random variables, discrete and continuous离散型概率分布Discrete probability distributions知识点：连续型概率分布Knowledge DeliveryContinuous probabilitydistributions联合、边际和条件概率分布Joint, marginal and conditional probability统计独立Statistical independence了解：随机变量RecognizeRandom Variables学习目标理解：各种概率分布及统计独立Learning ObjectivesUnderstandAll kinds of probabilitydistributions掌握：各种概率分布及统计独立
知识单元名称 Unit Title 概率 Probability 知识点: Knowledge Delivery 事件；样本点计数；事件的概率 Events; Counting outcomes; Probability of events 条件概率、独立性及乘积法则 Conditional probability, independence and the product rule 全概法则；贝叶斯法则 The law of total probability; Bayes' rule 学习目标: Learning Objectives 了解: Recognize 事件；样本点计数 Events; Counting outcomes 理解: Understand 事件的概率 Probability of events; 掌握: Master 条件概率、独立性及乘积法则；全概法则；贝叶斯法 则 Conditional probability, independence and the product rule; The law of total probability; Bayes' rule 德育目标 Moral Objectives 2-1，2-2 重点: Key Points 条件概率、独立性；全概法则；贝叶斯法则 Conditional probability; independence; The law of total probability; Bayes' rule 难点: Focal points 全概法则；贝叶斯法则 The law of total probability; Bayes' rule 知识单元序号: Knowledge Unit No. 3 支撑教学目标: SLOs Supported 1-1，1-2，1-4，1-5 知识单元名称 Unit Title 随机变量和概率分布 Random Variables and Probability Distribution 知识点: Knowledge Delivery 随机变量；离散和连续变量 Random variables, discrete and continuous 离散型概率分布 Discrete probability distributions 连续型概率分布 Continuous probability distributions 联合、边际和条件概率分布 Joint, marginal and conditional probability 统计独立 Statistical independence 学习目标: Learning Objectives 了解: Recognize 随机变量 Random Variables 理解: Understand 各种概率分布及统计独立 All kinds of probability distributions 掌握: 各种概率分布及统计独立