統計學

臺北科技大學 114-2 學期課程，課號 355207。

課程大綱

本課程的重點在於闡述統計學之基本概念，主要的內容涵蓋三個領域：敘述統計、機率理論與推論統計，其中包含概念介紹、敘述統計、機率理論、推論統計。另有統計學的應用領域於推論未知的情況以作為相關決策之依據，並包含統計軟體使用介紹。 The purpose of Statistics is to give students an introductory of statistical thinking, methods development and the assessment of credibility and value of inferences made from data. A conceptual introduction to the field of statistics and its many applications with extensive coverage of data collection and analysis as needed to evaluate the reported results of statistical students and make a good decision will be included as well. The statistical software introduction will also be introduced in the class.

課程進度

週次 課程大綱進度 1 Course overview 2 Ch7 Interval Estimation 3 Ch7 Interval Estimation 4 Ch8 Interval Estimation 5 Ch8 Interval Estimation 6 Ch9 Hypothesis Testing 7 Ch9 Hypothesis Testing 8 Review 9 Midterm Exam (Ch7-Ch9) 10 Ch10 Inference about Means and Proportions with Two Populations 11 Ch10 Inference about Means and Proportions with Two Populations 12 Ch11 Inference about Population Variances 13 Ch11 Inference about Population Variances 14 Ch12 Comparing Multiple Proportions,, Test of Independence and Goodness of Fit 15 Ch12 Comparing Multiple Proportions,, Test of Independence and Goodness of Fit 16 Ch13 Experimental Design and Analysis of Variance 17 Ch13 Experimental Design and Analysis of Variance 18 Final Exam (Ch10-Ch13)

評量方式

Midterm: 40% Final: 40% Test: 20% ＊需通過上學期統計一才能修習本課程

教材

【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：是 Statistics for Business and Economics, by Anderson, Sweeney, Williams, Camm, Cochran, Fry, and Ohlmann, 15th Edition