是什麼激發了這個願望清單請求？
目的是過濾數據並去除異常值，以便排除有許多缺陷的晶圓並確定標準。數據服從泊松分佈
請描述您希望看到的新的或改進的功能或解決方案。
他們希望透過使用迭代 3 西格瑪方法來檢測異常值。
這意味著：
- 測量樣本的平均值和標準差。
- 刪除高於平均值加 3 個標準差的樣本。
- 從步驟 1 開始重複，總共 3 次。
如果提供此新功能，對您和/或其他使用者有何價值？
這是外部客戶的請求嗎？
意法半導體 - 克羅爾斯
是否有具有我們應該注意的此功能或解決方案的競爭軟體包？
不知道
這是否會影響客戶的續約、擴展或採用？
意法半導體正在進行的 ELA
嗨@flo_kuster ，
像下面這樣的東西是否可以同時適應客戶的需求？這只是使用 JSL 中的 std dev() 函數定義的標準差的一次傳遞。
/*
This script was created by:
Chris Kirchberg, Principal Systems Engineer, JMP Statistical Discovery, LLC
Sam Garnder, Sr. Product Manager, JMP Statistical Discovery, LLC
Date: 2023-10-24
It is intended to show how one can filter/group/screen through thousands of columns in a wide data set to
help reduce a data set to useful or functional features/columns for further modeling/testing.
!!!!!!It was not evaluated by any QC/QA methods or departments. Please use at your own risk.!!!!!
Please modify per needs of the data/project
*/
Names Default To Here( 1 );
zProp = 0.1;
dt = Current Data Table();
w = New Window( "Select Standard Deviation Limit",
<<MODAL>= pctdone,
tb << set text( "Checking Column " || Char( i ) || " of " || Char( N Items( selcols ) ) || " selected columns" );
pctdone += pctinc;
Wait( 0 );
);
v = Column( dt, selcols[i] ) << get values;
If( std dev( v ) <= zProp,
Insert Into( collist, Column( dt, selcols[i] ) ),
Insert Into( notcollist, Column( dt, selcols[i] ) )
);
);
For( i = 1, i <= N Items( cbsellist ), i++,
Match( cbsellist[i],
1,
// group acceptable
tb << set text( "grouping acceptable columns" );
Wait( 0 );
dt << group columns( "acceptable cols", notcollist );
dt << clear column selection();
dt << select column group( "acceptable cols" );
dt << move selected columns( to last );
dt << clear column selection();
tb << set text( "" );
Wait( 0 );,
2,
// group unacceptable
tb << set text( "grouping unacceptable columns" );
Wait( 0 );
dt << group columns( "unacceptable columns", collist );
dt << clear column selection();
dt << select column group( "unacceptable columns" );
dt << move selected columns( to last );
dt << clear column selection();
tb << set text( "" );
Wait( 0 );,
3,
// hide and exclude
tb << set text( "hiding and excluding unacceptable columns" );
dt << clear column selection();
dt << Select Columns( collist );
Wait( 0 );
If(
Host is( "Mac" ),
Main Menu( "Cols:Hide/Unhide" );
Main Menu( "Cols:Exclude/Unexclude" );,
Host is( "Windows" ),
mainmenu( "Cols:Hide/Unhide" );
mainmenu( "Cols:Exclude/Unexclude" );
);
dt << clear column selection();
tb << set text( "" );
Wait( 0 );
)
);
),
Button Box( "Cancel" )
)
)
)
)
)
);</MODAL>
