課程資訊

Statistics

100-1

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.與林恩仲合開

Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1001Statistics

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. 期中測驗 25% 2. 期末測驗 30% 3. 隨堂測驗 15% 4. 電腦實習 30%

 課程進度
 週次 日期 單元主題 第1週 9/12 中秋節(放假日) 第2週 9/19 統計學與統計工具簡介 Definition of statistics, factors affecting observation, and introduction to statistical tools 數據描述方法 Plotting, central tendency, dispersion, population, sample, parameter and statistics 第3週 9/26 數據描述方法 Plotting, central tendency, dispersion, population, sample, parameter and statistics 隨機抽樣 Binomial distribution, Poisson distribution, normal distribution, and standardized normal variate 第4週 10/03 隨機抽樣 Binomial distribution, Poisson distribution, normal distribution, and standardized normal variate 機率與其分布 Probability, sampling, sampling distribution, and expectation 第5週 10/10 國慶紀念日(放假日) 第6週 10/17 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 第7週 10/24 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 第8週 10/31 二族群平均差值的統計推論 Inferences about the difference of two population mean: independent samples and paired data, sample size for inferences about the difference of two population mean 第9週 11/07 變方的統計推論 Estimation and tests for a population variance and comparison between two population variances 第10週 11/14 期中測驗 第11週 11/21 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 第12週 11/28 簡單相關與直線迴歸 Simple correlation, estimating model parameters (least square method), inferences about regression parameters, predicting using regression 第13週 12/05 淨相關與複迴歸 I Partial correlation, multiple regression (part I): the general linear model, estimating multiple regression coefficients 第14週 12/12 複迴歸 II Multiple regression (part II): Inferences in multiple regression, predicting using multiple regression 第15週 12/19 一元變方分析 One-way analysis of variance, checking on the ANOVA conditions 第16週 12/26 處理平均間之比較 Linear contrast, multiple comparisons 第17週 1/02 二元變方分析 Two-way analysis of variance (RCBD, Latin square design, and factorial design) 第18週 1/09 期末測驗