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重复测量方差分析的方差分解

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重复测量方差分析的方差分解 [2023/03/28 12:05] yunyuqu重复测量方差分析的方差分解 [2024/04/07 12:57] (当前版本) – [Variance decomposition of repeated measurement analysis of variance] zwz
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   * SS总和 = SS组间 +__ SS组内__ = SS组间 +__ SS被试间 + SS误差__   * SS总和 = SS组间 +__ SS组内__ = SS组间 +__ SS被试间 + SS误差__
   * {{:repeated.png?400 |}}   * {{:repeated.png?400 |}}
 +  * 
 +  * 
 +  * 
 +  * 
 +  * 
 +  * 
 +  * 注:重复测量方差分析中,由于不考虑被试间的变异性(即个体差异),所以SS组内只需考虑SS误差
  
 ---- ----
 +
 **和方的计算公式** **和方的计算公式**
   * {{:ss和重复.png?150 |}}   * {{:ss和重复.png?150 |}}
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   * {{:ss被试间.png?200 |}}   * {{:ss被试间.png?200 |}}
   * {{:ss误差.png?200 |}}   * {{:ss误差.png?200 |}}
 +
 +----
 +**自由度**
 +  * 共有5个自由度, 2个计算均方时要用到
 +  - 总的 df = N-1
 +  - __组间方差df = k-1__
 +  - 组内方差df = N-k
 +  - 被试间方差df = n-1
 +  - __误差方差df = (N-k) -(n-1)= N-k-n+1__
 +
 +====Variance decomposition of repeated measurement analysis of variance====
 +  * SS of population = SS between Groups + SS within Groups = SS between Groups + SS between Subjects + SS Error
 +  * {{:repeated.png?400 |}}
 +  * 
 +  * 
 +  * 
 +  * 
 +  * 
 +  * 
 +  * Note: In repeated measures ANOVA, since variability between subjects (i.e. individual differences) is not considered, only SS error needs to be considered within the SS group.
 +
 +----
 +
 +**The calculation formula for sum of squares**
 +  * {{:ss和重复.png?150 |}}
 +  * {{:ss组间重复.png?220 |}}
 +  * {{:ss组内重复.png?100 |}}
 +  * {{:ss被试间.png?200 |}}
 +  * {{:ss误差.png?200 |}}
 +----
 +
 +**degree of freedom**
 +  * There are a total of 5 degrees of freedom, 2 of which need to be used to calculate the mean square
 +  - Total df = N-1
 +  - __Between group variance df = k-1__
 +  - Within group variance df = N-k
 +  - Between subject variance df = n-1
 +  - __error variance df = (N-k) -(n-1)= N-k-n+1__
重复测量方差分析的方差分解.1680005141.txt.gz · 最后更改: 2023/03/28 12:05 由 yunyuqu