Process Screening on I-MR, control limits from within stdev?Simple question. Just curious if the within stdev on the IMR version is used for limits (in the absence of a specified sigma). I'm 99% sure they are, just wanted to confirm, and didn't see this in the process screening report notes.
AnalyticsRe: Process Screening on I-MR, control limits from within stdev?If you use the Control Chart Type specification of Indiv and MR in Process Screening, the limits will be calculated using within sigma (average(moving ranges)/d2(n)) the same as Control Chart Builder does. You can find the calculations here:
https://www.jmp.com/support/help/en/15.2/#page/jmp/control-limits-for-individual-measurement-and-moving-range-charts.shtml#ww1157183
Re: Process Screening on I-MR, control limits from within stdev?Thanks Tonya, I was 99% sure that was the case but wanted to confirm.
One small other thing I noticed, though I would mention since I have you. Kind of an interesting blip. The Cp in Process Screening uses the within sigma, even if there is a specified sigma, however if you punt to the control chart platform from the Process Screening tool the Cp will use the specified sigma instead of the within.
Re: Process Screening on I-MR, control limits from within stdev?Please send an example of Cp not matching between Process Screening and Control Chart Builder. I ran the following code and got them to match.
dt=Open("$Sample_Data/Cities.jmp");
dtLimits=New Table( "My Limits",
Add Rows( 13 ),
New Column( "Process",
Character,
"Nominal",
Set Values(
{"OZONE", "NO", "OZONE", "OZONE", "OZONE", "OZONE", "OZONE", "NO", "NO",
"NO", "NO", "NO", "NO"}
)
),
New Column( "LSL",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values(
[0.1, 0.02, 0.2, 0.1, 0.1, 0.1, 0.1, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02]
)
),
New Column( "Target",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values(
[0.2, 0.04, 0.3, 0.2, 0.2, 0.2, 0.2, 0.04, 0.04, 0.04, 0.04, 0.04, 0.04]
)
),
New Column( "USL",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values(
[0.3, 0.06, 0.4, 0.3, 0.3, 0.3, 0.3, 0.06, 0.06, 0.06, 0.06, 0.06, 0.06]
)
),
New Column( "Grouping",
Character,
"Nominal",
Set Values(
{"C", "C", "MW", "N", "S", "TX", "W", "C", "MW", "N", "S", "TX", "W"}
)
),
New Column( "Center",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values(
[0.2, 0.04, 0.15, 0.16, 0.13, 0.2, 0.12, 0.04, 0.026, 0.035, 0.026,
0.025, 0.02]
)
),
New Column( "Sigma",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values(
[0.05, 0.01, 0.05, 0.04, 0.06, 0.05, 0.05, 0.01, 0.01, 0.01, 0.02, 0.03,
0.01]
)
),
New Column( "Importance",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values( [1, 4, 1, 2, 2, 3, 3, 4, 5, 5, 6, 6, 7] )
),
Set Label Columns( :Process )
);
obj=dt<<PROCESS screening=""></PROCESS>
See attached image.
Re: Process Screening on I-MR, control limits from within stdev?Tonya
Aha! I figured it out. Very interesting, it bothered me because we had nearly identical scripts.
Here's the trick. Don't specify sigma for 100% of your variables. If you have a couple process variables without a specified sigma, it will use the within for ALL of your variables in process screening. Which makes some sense from a programming perspective as I'm guessing the calculations are happening on the columns, so the specified sigma has some/any nulls in it it defaults to the within column.
Here, I removed the specified sigma for a few of your variables in the script you provided. But the one that makes the control chart does still have a specified sigma, so what shows up in the control chart is different than what is in Process Screening:
dt=Open("$Sample_Data/Cities.jmp");
dtLimits=New Table( "My Limits",
Add Rows( 13 ),
New Column( "Process",
Character,
"Nominal",
Set Values(
{"OZONE", "NO", "OZONE", "OZONE", "OZONE", "OZONE", "OZONE", "NO", "NO",
"NO", "NO", "NO", "NO"}
)
),
New Column( "LSL",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values(
[0.1, 0.02, 0.2, 0.1, 0.1, 0.1, 0.1, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02]
)
),
New Column( "Target",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values(
[0.2, 0.04, 0.3, 0.2, 0.2, 0.2, 0.2, 0.04, 0.04, 0.04, 0.04, 0.04, 0.04]
)
),
New Column( "USL",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values(
[0.3, 0.06, 0.4, 0.3, 0.3, 0.3, 0.3, 0.06, 0.06, 0.06, 0.06, 0.06, 0.06]
)
),
New Column( "Grouping",
Character,
"Nominal",
Set Values(
{"C", "C", "MW", "N", "S", "TX", "W", "C", "MW", "N", "S", "TX", "W"}
)
),
New Column( "Center",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values(
[0.2, 0.04, 0.15, 0.16, 0.13, 0.2, 0.12, 0.04, 0.026, 0.035, 0.026,
0.025, 0.02]
)
),
New Column( "Sigma",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values(
[0.05, 0.01, 0.05, 0.04, 0.06, 0.05, 0.05, 0.01, 0.01, 0.01]
)
),
New Column( "Importance",
Numeric,
"Continuous",
Format( "Best", 12 ),
Set Values( [1, 4, 1, 2, 2, 3, 3, 4, 5, 5, 6, 6, 7] )
),
Set Label Columns( :Process )
);
obj=dt<<PROCESS screening=""></PROCESS>