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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 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。

在 IQ Option 交易黄金及白银 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 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。

VMware Subscription 在 IQ Option 交易黄金及白银 Purchasing Program (SPP) Credits

SPP Credits eligible for expanded VMware Cloud solutions on AWS including VMware Cloud Universal and VMware Cloud on AWS.

SPP Credits eligible for expanded VMware Cloud solutions on AWS including VMware Cloud Universal and VMware Cloud on AWS.

VMware Subscription Purchasing Program (SPP) Credits

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