基本素養 Basic Literacy
課程概述 Course Description基本統計學包含敘述統計與推論統計，敘述統計是將資料組織及彙整， 並加以綜合描述的方法，推論統計是利用各種測度來解釋樣本資料，並推論母體的特性，由於推論統計是近代統計學的核心，因此本課程除了介紹敘述統計的方法之外，將著重於推論統計，特別是其推論方法的機率觀念，為了能夠更清楚地掌握統計觀念，我們將利用數學推導來說明(或證明)重要結果。
The basic statistics include descriptive statistics and inferential statistics. The former is to organize and to summarize the data in a systematic way so as to reach comprehensive statement for the sample; the latter is to use various measures to characterize the sample and patterns in the data may be modeled in a way that accounts for randomness and uncertainty in the observations, and are then used to draw inferences about the process or population being studied. The inferential statistics is the core of the modern statistics and thus this course will emphasize the inferential statistics other than the methods of descriptive statistics. In particular, this course is concerned with the theoretical basis of the statistics using probability theory in order to clearly grasp the major concept of statistics. The mathematical methods will be employed to exemplify (or prove) the important statistical theory.
課程學習目標 Course Objectives
課程進度 Course Outline
|週次 Week||進度說明 Progress Description|
|2||Random variables and their distributions|
|3||Special discrete random variables|
|4||Special discrete random variables|
|5||Special continuous random variables|
|6||Special continuous random variables|
|7||Joint distributions and some properties of random variables|
|8||Midterm exam I|
|9||Special multivariate probability distributions|
|10||Functions of random variables|
|11||Functions of random variables|
|12||Limiting distribution and the Central Limit Theorem|
|13||Statistics and sampling distributions|
|14||Midterm exam II|
|15||Point estimation, consistency and sufficiency|
|17||Tests of hypothesis|
有關課程其他調查 Other Surveys of Courses1.本課程是否規劃業界教師參與教學或演講?
Is there any industry specialist invited in this course? How many times?
Are there any internships involved in the course? How many hours?
Is this course recognized as an academic ethics course? In the course how many hours are regarding academic ethics topics?
Is this course recognized as a Community engagement and Service learning course? Which community will be engaged?