課程資訊

STATISTICS

95-2

AniSci2002

606 20020

Office Hours

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.
Ott, R. L. and M. Longnecker. 2001. An Introduction to Statistical Methods and Data Analysis. 5th edition. Published by: Duxbury Press.

(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%

 課程進度
 週次 日期 單元主題 第1週 2/26 統計學與統計工具簡介：Definition of Statistics, Factors Affecting Observation, and Introduction to Statistical Tools 第2週 3/05 數據描述方法：Plotting, Central Tendency, Dispersion, Population, Sample, Parameter and Statistics 第3週 3/12 機率與其分佈：Probability, Sampling, Sampling Distribution, and Expectation 第4週 3/19 隨機抽樣：Binomial Distribution, Poisson distribution, Normal Distribution, and Standardized Normal Variate 第5週 3/26 一個群體平均值的統計推論：Estimation of mean, Sample size of estimating mean, Statistical test for mean, Inferences about mean for a normal population when the variance is unknown 第6週 4/02 一個群體平均值的統計推論及型I/型II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 4/09 比較二個群體平均值的統計推論：Inferences about comparing two population means, independent samples and paired data, Sample size for inferences about comparing two population means 第8週 4/16 變方的統計推論：Estimation and tests for a population variance and comparison between two population variances 第9週 4/23 期中考(Midterm) 第10週 4/30 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 5/07 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 5/14 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 5/21 複迴歸 II：Multiple regression (part II): Inferences in multiple regression, Forecasting using multiple regression 第14週 5/28 單元變方分析：One-way Analysis of Variance, Checking on the ANOVA conditions 第15週 6/04 處理平均間之比較：Linear contrast, Multiple comparisons 第16週 6/11 二元變方分析：Two-way Analysis of Variance, Interaction of two effects, Multiple comparisons 第17週 6/18 期末考 (Final exam)