課程資訊

STATISTICS

99-1

AniSci2002

606 20020

＠上課地點在計中電腦教室,學號單號請至R110教室,學號雙號請至R212教室.與姜延年合開

Ceiba 課程網頁
http://ceiba.ntu.edu.tw/991stat_ans

Office Hours

1. Ott, R. L. and M. Longnecker. 2010. An Introduction to Statistical Methods and Data Analysis. 6th ed. Brooks/Cole, Cengage Learning, Inc., Florence, KY, USA.
2. Steel, R. G., J. H. Torrie and D. A. Dickey. 1996. Principles and Procedures of Statistics: A Biometrical Approach. 3rd ed. McGraw-Hill Com. Inc., USA.

(僅供參考)

 No. 項目 百分比 說明 1. 期中考 25% 2. 期末考 30% 3. 隨堂測驗 15% 4. 作業 30% 包含課後作業及上機實做兩大部分之成績

 課程進度
 週次 日期 單元主題 第1週 9/13 統計學與統計工具簡介 Definition of statistics, factors affecting observation, and introduction to statistical tools； 上機實做練習：Excel-簡介 第2週 9/20 數據描述方法 Plotting, central tendency, dispersion, population, sample, parameter and statistics; 上機實做練習：Excel-敘述統計 (Pre-reading: sections 3.1, 3.3, 3.4, 3.5 in 5th edition OR sections 3.1, 3.3, 3.4, 3.5 in 6th edition) 第3週 9/27 機率與其分布 Probability, sampling, sampling distribution, and expectation; 上機實做練習：Excel-圖表製作與計算 第4週 10/04 隨機抽樣 Binomial distribution, Poisson distribution, normal distribution, and standardized normal variate; 上機實做練習：Excel函數與機率分布、信賴區間 第5週 10/11 族群平均的統計推論 Estimation of population mean, sample size of estimating population mean, statistical test for population mean, Inferences about population mean for a normal population when standard deviation is unknown; 上機實做練習停一次 第6週 10/18 族群平均的統計推論及第一型第二型錯誤 Level of significance of a statistical test, type I and II errors in a statistical test, logistic of statistical test; 上機實做練習：Excel-T 檢定 第7週 10/25 二族群平均差值的統計推論 Inferences about the difference of two population means: independent samples and paired data, sample size for inferences about the difference of two population mean; 上機實做練習：SAS-語法與執行 第8週 11/01 變方的統計推論 Estimation and tests for a population variance and comparison between two population variances; 上機實做練習：SAS-資料建立 第9週 11/08 期中測驗; 上機實做練習：SAS-敘述統計 第10週 11/15 類別數據分析方法 Chi-square distribution, inferences about several proportions: goodness-of-fit, contingency tables: tests for independence and homogeneity; 上機實做練習：Excel-卡方檢定 & SAS-卡方檢定 第11週 11/22 簡單相關與直線迴歸 Simple correlation, estimating model parameters (least square method), inferences about regression parameters, predicting using regression; 上機實做練習：SAS-Proc REG, Proc CORR (linear regression, simple correlation) 第12週 11/29 淨相關與複迴歸 I Partial correlation, multiple regression (part I): the general linear model, estimating multiple regression coefficients; 上機實做練習：SAS-Proc REG, Proc CORR (partial regression, multiple regression) 第13週 12/06 複迴歸 II Multiple regression (part II): Inferences in multiple regression, predicting using multiple regression; 上機實做練習：SAS-Proc REG (multiple regression) 第14週 12/13 一元變方分析 One-way analysis of variance, checking on the ANOVA conditions; 上機實做練習：SAS-Proc ANOVA (one-way) 第15週 12/20 處理平均間之比較 Linear contrast, multiple comparisons; 上機實做練習：SAS-Proc ANOVA (Multiple comparison) 第16週 12/27 二元變方分析 I Two-way analysis of variance (part I: RCBD and Latin square design); 上機實做練習：SAS-Proc ANOVA (two-way) 第17週 1/03 二元變方分析 II、綜合檢討 Two-way analysis of variance (part II: factorial design) and interaction of two effects; 上機實做練習：SAS-Proc GLM 第18週 1/10 期末測驗