課程資訊

STATISTICS

96-2

AniSci2002

606 20020

Office Hours

1. Ott, R. L. and M. Longnecker. 2001. An Introduction to Statistical Methods and Data Analysis. 5th edition. Duxbury . Pacific Grove, CA, 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. 作業 30%

 課程進度
 週次 日期 單元主題 第1週 2/18 統計學與統計工具簡介 - Definition of statistics, factors affecting observation, and introduction to statistical tools 第2週 2/25 數據描述方法 - Plotting, central tendency, dispersion, population, sample, parameter and statistics 第3週 3/03 機率與其分布 - Probability, sampling, sampling distribution, and expectation 第4週 3/10 隨機抽樣 - Binomial distribution, Poisson distribution, normal distribution, and standardized normal variate 第5週 3/17 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6週 3/24 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7週 3/31 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8週 4/07 變方的統計推論 - Estimation and tests for a population variance and comparison between two population variances. 第9週 4/14 期中測驗 第10週 4/21 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11週 4/28 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12週 5/05 淨相關與複迴歸 I - Partial correlation, multiple regression (part I): the general linear model, estimating multiple regression coefficients 第13週 5/12 複迴歸 II - Multiple regression (part II): Inferences in multiple regression, predicting using multiple regression 第14週 5/19 一元變方分析 - One-way analysis of variance, checking on the ANOVA conditions 第15週 5/26 處理平均間之比較 - Linear contrast, multiple comparisons 第16週 6/02 二元變方分析 - Two-way analysis of variance, interaction of two effects 第17週 6/09 綜合檢討 第18週 6/16 期末測驗