課程說明
機率公理;條件機率與獨立性;隨機變數;分布:二項、波瓦松、超幾何、常態、伽瑪;中心極限定理;抽樣分布;點估計:最大概似法、動差法;信賴區間;假設檢定:一族與二族樣本;工程應用:接收抽樣、管制圖、可靠度。
先修條件
- 先修科目:MATH 2004 且註冊於工程學院或物理系之理學士課程(雙主修數學與物理除外)。
條件與方式
- 不授予 BIT 2000、BIT 2009、BIT 2100(已停開)、BIT 2300(已停開)、DATA 1517、ECON 2201(已停開)、ECON 2210、STAT 2507、STAT 2605、STAT 2601 以及 STAT 2606 之重複學分。
- 先修科目:MATH 2004 且註冊於工程學院或物理系之理學士課程(雙主修數學與物理除外)。
- 每週三小時講授與一小時實驗。
原文參考文本
Axioms of probability; conditional probability and independence; random variables; distributions: binomial, Poisson, hypergeometric, normal, gamma; central limit theorem; sampling distributions; point estimation: maximum likelihood, method of moments; confidence intervals; testing of hypotheses: one and two populations; engineering applications: acceptance sampling, control charts, reliability.
- Prerequisite(s): MATH 2004 and enrolment in the Faculty of Engineering or B.Sc. programs of the Department of Physics [except Double Honours Mathematics and Physics].
- Precludes additional credit for Precludes additional credit for BIT 2000 , BIT 2009 , BIT 2100 (no longer offered), BIT 2300 (no longer offered), DATA 1517 , ECON 2201 (no longer offered), ECON 2210 , STAT 2507 , STAT 2605 , STAT 2601 , and STAT 2606.
- Lectures three hours a week and one hour laboratory.
來源與參考
保留日期與來源以協助你核實資料。為便於閱讀提供譯文;官方來源為條件與要求的參照。
來源參考 : https://calendar.carleton.ca/undergrad/courses/STAT/