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How to analyse a process which gives binary output?

I am studying the effect of input variables (about 30 inputs) on outputs (accept or reject) of manufacturing process. Is there any way I can do this analysis?I have tried fitting this but Rsquare value is just 4-5%. Your help in this regards is highly appreciated.
sanqub

Discussions |
Sep 23, 2016 3:45 AM

6128 views | 4 replies
how to automate the exporting of grouped graphs to .jpg with scripting

hi, allhow to automate the exporting of grouped graphs to .jpg with scripting? any helps and hints will be appreciated.I used the sample data animals to illustrate what I what to do. I plot the data like below. I intend to export each graph/plot with the title part and legend into a single .jpg or whatever format with scripting.1stly, In my data, I do not know how many plots will be plotted before...
robust1972

Discussions |
Sep 22, 2016 3:04 PM

14720 views | 7 replies
Decision Tree - how to find out leaf/node/branch

Hello, I am building decision tree and wonder if it is possible to find out leaf/branch/node for each of my observations?Regards,
asviridov0

Discussions |
Sep 22, 2016 11:34 AM

12401 views | 5 replies
How to get an exponential regressio?

Hello!I'm trying to get an R2 value and a p value with an exponential regression Equation is simply y=e^xData are like thisxy0,511,070,510,880,511,200,952,531,012,65It seems like I just got linear regression (y=ax+b) if I go to "Fit Y by X". Maybe i should use modelization --> non-linear?But then I'm not sure I get the correct equation and it seems I can't get a p valueThanks to everyone who would...
matteofrancioni

Discussions |
Sep 21, 2016 1:56 PM

5068 views | 1 replies
Select where by column condition

I am struggling to find out a way to exclude certain rows using column condition. As an example, a summary table listed below, the first 5 columns are the group conditions that I use to get summary table. I have to manually select and exclude the highlighted blue font row, because this Box is still in the machine and have not get to a full count of 100 as Max(Slot) showed. Then this Box will cont...
bernie426

Discussions |
Sep 21, 2016 9:32 AM

9924 views | 2 replies

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Latest Discussions

How to analyse a process which gives binary output?

I am studying the effect of input variables (about 30 inputs) on outputs (accept or reject) of manufacturing process. Is there any way I can do this analysis?I have tried fitting this but Rsquare value is just 4-5%. Your help in this regards is highly appreciated.
sanqub

Discussions |
Sep 23, 2016 3:45 AM

6128 views | 4 replies
How to get an exponential regressio?

Hello!I'm trying to get an R2 value and a p value with an exponential regression Equation is simply y=e^xData are like thisxy0,511,070,510,880,511,200,952,531,012,65It seems like I just got linear regression (y=ax+b) if I go to "Fit Y by X". Maybe i should use modelization --> non-linear?But then I'm not sure I get the correct equation and it seems I can't get a p valueThanks to everyone who would...
matteofrancioni

Discussions |
Sep 21, 2016 1:56 PM

5068 views | 1 replies
how to change error bar thinkness

I am working on the Graph Builder and by mistake I changed the error bars, so that only the top and bottom are visible. The vertical connection line is still there, but very thin. I want to make it the same as the caps. Any ideas how?
leymann1

Discussions |
Sep 15, 2016 12:34 AM

5310 views | 1 replies
Gaussian model prediction equation not very accurate.

Hi all, I'm using the Gaussian process model to fit a few hundred computer simulation data points. The computer simulations are a deterministic system, so the response never changes if the same inputs are used. I used the space filling Fast Flexible Filling design to generate the table. There are 7 different factors and 3 of those are entered categorically, the other 4 are continuous. The problem ...
mwilli13

Discussions |
Sep 13, 2016 8:22 AM

9581 views | 5 replies
Histogram Normalization

Hello, I was looking for a simple easy way of normalizing the distribution/histogram wrt to the sample pts. We have response Y which is measured as a function sample pts (N). There also exists a group for each sample, available from 2 total groups. The total sample sizes of each group being quite different from each other distorts a historgram where the two group are a plotted together wrt to bins...
altug_bayram

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Sep 12, 2016 2:40 PM

5279 views | 1 replies

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Latest Discussions

Odds ratios for multiway tables

On twitter earlier today, someone asked if the Cochran-Mantel-Haenszel (CMH) odds ratio (OR) test was available in JMP when the stratification variable is not the X in Fit Y by X. Anytime I need to go from two variables to more than two variables, the first place I look is Fit Model. The beauty of fit model is that not only can I use as many variables as I want, but I can consider interactions bet...
DonMcCormack

Discussions |
Aug 10, 2016 3:35 PM

4868 views | 0 replies
How to find ETA squared effect size for MANOVA?

Hello, Does anyone know how to calculate the eta squared value from a manova analysis in JMP? I know that the E and H matrices tab shows the sum of squares for each parameter, but which values do I use to calculate SStotal and SSeffect? In my model, I have 2 control variables (age and gender) and then a two way factorial. If only one of these variables (in addition to both control variables) is si...
nsalmano_stanfo

Discussions |
Aug 8, 2016 7:04 AM

3884 views | 0 replies
Is there an easy way to get the FWHM (full width half max) of a curve using JMP?

Dear JMP community,Is there an easy way to get the FWHM (full width half max) of a spectral curve using JMP? Finding the minima and maxima are fairly straightforward, but then calculating the FWHM seems to be much more laborious in JMP, especially if the data is sparse and we would like to interpolate to get more accurate intersections between the peak and the FWHM value. In my case, the peak is o...
mcjorge

Discussions |
Jul 22, 2016 8:13 AM

5152 views | 0 replies
Co-Kriging with JMP and Matlab

Hi!I was wondering if anyone already tried to work with Co-Kriging, using JMP together with Matlab. As JMP only fits Ordinary Kriging Models (Gaussian Process with Gaussian Correlation Function), I would like to send data (generated with Space Filling JMP Platform) from JMP to Matlab, fit the models there (Matlab), and bring the MODELS back to JMP, to use inside Profile Platform. Do you have any e...
samuelbbaco0

Discussions |
Dec 4, 2015 12:32 PM

3593 views | 0 replies
Interpreting canonical structure and scores in discriminant analysis

I'm trying to interpret the relative contributions of my variables in a discriminant function analysis of chemical data for three groups of rocks. In a stepwise, linear, common covariance discriminant function analysis I'm able to generate non-overlapping 95% confidence ellipses for my three groups with no incorrectly assigned data points using 6 variables. My understanding is that the scoring c...
amzipkin

Discussions |
Oct 20, 2015 3:25 PM

3570 views | 0 replies