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- 01.介紹&統計常用術語(Parameters, Statistics)
- 02.統計常用術語-續(Variance, Expected value, Unbiased estimate)
- 03.統計常用術語-續(Expected value, Unbiased estimate, coefficient of variation);常態分佈(No
- 04.标准正态分布曲线(Standard normal distribution, Z-distribution); 中心极限定理(Central Limit
- 05.假设检验(Test of Hypothesis)﹐第一類錯誤(Type I error)﹐第二類錯誤(Type II error)
- 06.假设检验(Test of Hypothesis)-續I
- 07.假设检验(Test of Hypothesis)-續II
- 08.t分布 (t-distribution) (H0：μ=μ0)
- 09.置信区间 (Confidence interval)
- 10.配对样本t检验 (paired-t test) (H0：μ1-μ2=δ; or μd=δ)
- 11.配对样本t检验 (paired-t test) -續
- 12.主題實作 paired-t test
- 13.主題實作 paired-t test -續
- 14.卡方分布(χ2-distribution) (H0：σ^2 =σ0^2)
- 15.卡方分布(χ2-distribution) -續
- 16.F分布(F- distribution) (H0：σ1^2 =σ2^2)
- 17.F分布(F- distribution) (H0：σ1^2 =σ2^2) -續; Relationship between distributions
- 18.t检验(t-test) (H0：μ1=μ2)
- 19.t检验(t-test) (H0：μ1=μ2) -續
- 20.主題實作 t-test
- 21.主題實作：t-test-續
- 22.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3)
- 23.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3) -續I
- 24.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3) -續II
- 25.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3) -續III
- 26.正交对比Orthogonal contrasts
- 27.正交对比Orthogonal contrasts -續;正交多项式Orthogonal polynomials
- 28.LSD最小显著差异法, Scheff’s, Duncans Multiple Range Test
- 29.Duncans Multiple Range Test -續
- 30.随机区组设计(Randomized Block Design, RBD)
- 31.线性回归(Linear Regression Analysis)
- 32.线性回归(Linear Regression Analysis) -續I
- 33.线性回归(Linear Regression Analysis) -續II,决定系数(coefficient of determination, R^2)
- 34.相关系数(correlation coefficient) -續(r與b之比較) ; 方差分析与回归分析之比较
- 35.方差分析與迴歸分析之比較-續; 双因素方差分析(Two-way ANOVA)
- 36.双因素方差分析(Two-way ANOVA) -續
- 37.主題實作: 线性回归
- 01.介紹&統計常用術語(Parameters, Statistics)
- 02.統計常用術語-續(Variance, Expected value, Unbiased estimate)
- 03.統計常用術語-續(Expected value, Unbiased estimate, coefficient of variation);常態分佈(No
- 04.标准正态分布曲线(Standard normal distribution, Z-distribution); 中心极限定理(Central Limit
- 05.假设检验(Test of Hypothesis)﹐第一類錯誤(Type I error)﹐第二類錯誤(Type II error)
- 06.假设检验(Test of Hypothesis)-續I
- 07.假设检验(Test of Hypothesis)-續II
- 08.t分布 (t-distribution) (H0：μ=μ0)
- 09.置信区间 (Confidence interval)
- 10.配对样本t检验 (paired-t test) (H0：μ1-μ2=δ; or μd=δ)
- 11.配对样本t检验 (paired-t test) -續
- 12.主題實作 paired-t test
- 13.主題實作 paired-t test -續
- 14.卡方分布(χ2-distribution) (H0：σ^2 =σ0^2)
- 15.卡方分布(χ2-distribution) -續
- 16.F分布(F- distribution) (H0：σ1^2 =σ2^2)
- 17.F分布(F- distribution) (H0：σ1^2 =σ2^2) -續; Relationship between distributions
- 18.t检验(t-test) (H0：μ1=μ2)
- 19.t检验(t-test) (H0：μ1=μ2) -續
- 20.主題實作 t-test
- 21.主題實作：t-test-續
- 22.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3)
- 23.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3) -續I
- 24.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3) -續II
- 25.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3) -續III
- 26.正交对比Orthogonal contrasts
- 27.正交对比Orthogonal contrasts -續;正交多项式Orthogonal polynomials
- 28.LSD最小显著差异法, Scheff’s, Duncans Multiple Range Test
- 29.Duncans Multiple Range Test -續
- 30.随机区组设计(Randomized Block Design, RBD)
- 31.线性回归(Linear Regression Analysis)
- 32.线性回归(Linear Regression Analysis) -續I
- 33.线性回归(Linear Regression Analysis) -續II,决定系数(coefficient of determination, R^2)
- 34.相关系数(correlation coefficient) -續(r與b之比較) ; 方差分析与回归分析之比较
- 35.方差分析與迴歸分析之比較-續; 双因素方差分析(Two-way ANOVA)
- 36.双因素方差分析(Two-way ANOVA) -續
- 37.主題實作: 线性回归
- 01.介紹&統計常用術語(Parameters, Statistics)
- 02.統計常用術語-續(Variance, Expected value, Unbiased estimate)
- 03.統計常用術語-續(Expected value, Unbiased estimate, coefficient of variation);常態分佈(No
- 04.标准正态分布曲线(Standard normal distribution, Z-distribution); 中心极限定理(Central Limit
- 05.假设检验(Test of Hypothesis)﹐第一類錯誤(Type I error)﹐第二類錯誤(Type II error)
- 06.假设检验(Test of Hypothesis)-續I
- 07.假设检验(Test of Hypothesis)-續II
- 08.t分布 (t-distribution) (H0：μ=μ0)
- 09.置信区间 (Confidence interval)
- 10.配对样本t检验 (paired-t test) (H0：μ1-μ2=δ; or μd=δ)
- 11.配对样本t检验 (paired-t test) -續
- 12.主題實作 paired-t test
- 13.主題實作 paired-t test -續
- 14.卡方分布(χ2-distribution) (H0：σ^2 =σ0^2)
- 15.卡方分布(χ2-distribution) -續
- 16.F分布(F- distribution) (H0：σ1^2 =σ2^2)
- 17.F分布(F- distribution) (H0：σ1^2 =σ2^2) -續; Relationship between distributions
- 18.t检验(t-test) (H0：μ1=μ2)
- 19.t检验(t-test) (H0：μ1=μ2) -續
- 20.主題實作 t-test
- 21.主題實作：t-test-續
- 22.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3)
- 23.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3) -續I
- 24.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3) -續II
- 25.单因素方差分析One-way ANOVA (H0：μ1=μ2=μ3) -續III
- 26.正交对比Orthogonal contrasts
- 27.正交对比Orthogonal contrasts -續;正交多项式Orthogonal polynomials
- 28.LSD最小显著差异法, Scheff’s, Duncans Multiple Range Test
- 29.Duncans Multiple Range Test -續
- 30.随机区组设计(Randomized Block Design, RBD)
- 31.线性回归(Linear Regression Analysis)
- 32.线性回归(Linear Regression Analysis) -續I
- 33.线性回归(Linear Regression Analysis) -續II,决定系数(coefficient of determination, R^2)
- 34.相关系数(correlation coefficient) -續(r與b之比較) ; 方差分析与回归分析之比较
- 35.方差分析與迴歸分析之比較-續; 双因素方差分析(Two-way ANOVA)
- 36.双因素方差分析(Two-way ANOVA) -續
- 37.主題實作: 线性回归
