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【质量】怎么用minitab做六西格玛分析?这里有图有真相!

从Graph下拉菜单打开Boxplot主对话框,通过变量的选择输入,可以画一个箱线图,也可以根据类别变量将每一个类别值的箱线图画在同一个视窗中。Datadispaly选项可选择箱体的类型:InterquartileRange 箱线图(IQRangeBox)、中位数置信区间箱形图(CIBox)、样本全距的箱线图(RangeBox)。Edit Attibutes 子对话框,可改变箱体的属性值,如填充颜色、边线类型、颜色、尺寸、宽度、触须的显示与否以及将箱体的宽度设为与样本大小成比例。Annotation选项还可设定异常点、中位数、均值等的标记属性。

长方形箱体代表从第一四分位数Q1到第三四分位数Q3的样本数据,箱体内标出中位数的位置,这样,箱体包括了一半的样本数据。本例选择I QRange Box。

2、 散点图

在Minitab的Graph下拉菜单下的散点图Plot对话框中,Y与X栏下分别输入要分析的因变量与自变量,若两变量间存在因果关系,则设原因变量为X,结果变量为Y。若要分析多对变量间关系,则在栏下分别按行输入即可。Data display 选项中可指定分组变量对数据分组,可为每对数据或每一组数据或每个图表选择显示内容(如符号、面积等)。

这里的例子使用Minitab软件自带数据Pulse.mtw,分析的是变量Weight与Pulse 1的关系,以及反映两变量各自的分布情况的箱形图。由二维散点图可以看出,变量weight与pulse 1间不存在相关关系,即人体脉搏不会因体重的差异而有区别,这也符合现实中人体的生理特征。由变量weight的箱形图可见有一点为异常点(outliers),处于上限以外,说明有一人的体重较大,通过图表的编辑功能Brush选项,可查看关于该点的具体信息,对该个体应予重点关注。在变量pulse 在 IQ Option 交易黄金及白银 1的箱线图中,无异常点出现,说明观察对象的脉搏均无不良现象发生。在六西格玛质量管理分析中,尤其是有关的统计分析,一定要结合实际情况,以防判断错误,例如从数据看,有些变量间存在相关性,并且相关性较强,但现实中两变量并不相干,这种相关也成为伪相关。

3、 矩阵图

4、 边际图

Graph variables 选项用来指定要分析的变量,其中至少要选择两个变量,但最多不能超过20个。使用Minitab软件自带数据Pulse.mtw,在该选项中由左侧的变量列表选入Pulse1、Pulse2、Height、Weight,可分析这四个变量间两两的相关关系。

5、 等高线图

Graph菜单下的Contour Plot是用来做等高线图的,在其主对话框中,分别输入变量X和Y、Z,其中的变量X和Y分别设为等高线图的横坐标和纵坐标,变量Z则作为第三变量。Data Display 在 IQ Option 交易黄金及白银 选项可指定数据的显示形式:区域(Area)或连接线(Connect),同时可指定区域的填充颜色与大小以及连接线的种类、颜色与大小。

使用Minitab软件的自带数据Exh_grph.mtw,在Contour Plot主对话框中Z栏下选择输入Alt,Y栏下输入Lat,X栏下输入Long。选择Area方块,并且单击Attributes,进入对话框,Filltype中输入1(1=solid),Fill color中输入4 15 2 5 3,分别代表蓝色、灰色、红色、青色和绿色。

6、 多变量图

六西格玛质量管理中,当研究多个指标时,可应用多变量图形象地描绘变量间的关系。多变量图是以图示的方法来呈现连续性数值方差分析的数据,这些图也可以用于在做方差分析之前,先对数据有一些初步的形象了解。这个图的实现不是在Graph菜单了,而是在Stat菜单下的Quality Tools下的Multi-Vari Chart。在其主对话框中,各选项和子对话框可实现的功能有:

Response: 输入被解释变量所在的数据列名称,该变量必须为数值型;

Factor: 输入因子变量,最多可输入四个,因子变量可为数值型、文字型或日期/时间型;

Options子对话框: 绘图显示每个数据点、用直线将每一因子的样本均值连接起来、设定绘图输出标题取代默认值。

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VMware Subscription Purchasing Program (SPP) Credits

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