JMP User Community

Latest Discussions

Importing large Parquet files into JMP

Hello, I need to efficiently import large datasets in Parquet format (may be multiple GB) into JMP. I saw the instruction video for CSV import here and used the same approach using the pd.read_parquet instead. My worry in this case is the fact that the import will be very inefficient because the tables need to occupy memory both as Pandas df object and then as the JMP dt. Is there a better appro...
simpml

Discussions |
Apr 14, 2025 7:25 AM

2035 views | 7 replies
When to use Standard Least Square personality using the attrobute 'random' instead of Mixed Model personality?

Hi, I'm trying to make a model with four fixed effects: strain, concentration, their interaction, day (because I have insufficient experimental days to make it a random effect). The random effects would be replicate nested within plate (intending 96 well plates) and plate nested within day. I understand that I have 2 options to model this in JMP: 1. 'Standard Least Square' personality selecting t...
blip555555

Discussions |
Apr 14, 2025 2:05 AM

2064 views | 5 replies
When to use data transformations

Good afternoon, I am constructing a LMM and have created a QQ plot attached in image 1. The conditional residuals seem to deviate from normality a fair bit so I transformed the response variable data using log base 10. This improved my R^2 by about 2% and the QQ plot seems a bit better (image 2). However, I'm not sure if these slight improvements are worth the transformation? As I would then have...
blip555555

Discussions |
Apr 14, 2025 12:34 AM

1099 views | 2 replies
How are the default number of runs calculated in Custom DOE? Specifically I-optimality criteria.

Looking at the guidelines of the custom DOE from JMP, i have found this description of the default runs (attached image) but I dont know exactly how is the default number of runs calculated? especially if there are different factor levels or different type of factors (discrete or categorical) Any help is appreciated. P.S: I have read previous posts that mention that JMP adds atleast 4 runs to the...
statistic_nerd

Discussions |
Apr 13, 2025 11:10 PM

761 views | 3 replies
Missing confidence intervals from orthogonal regression

Hi, I'm using an orthogonal regression analysis on some data I have modelling the covariance of deviations made the left (y-axis) and right (x-axis) hands during a bilateral reaching task. For the most part, I am able to use the confidence intervals for the slope that JMP provides but on some analysis either the lower, upper or both confidence intervals are not calculated (a period is provided ins...
OrderedMongoose

Discussions |
Apr 13, 2025 6:34 PM

3150 views | 5 replies

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Latest Discussions

Importing large Parquet files into JMP

Hello, I need to efficiently import large datasets in Parquet format (may be multiple GB) into JMP. I saw the instruction video for CSV import here and used the same approach using the pd.read_parquet instead. My worry in this case is the fact that the import will be very inefficient because the tables need to occupy memory both as Pandas df object and then as the JMP dt. Is there a better appro...
simpml

Discussions |
Apr 14, 2025 7:25 AM

2035 views | 7 replies
When to use Standard Least Square personality using the attrobute 'random' instead of Mixed Model personality?

Hi, I'm trying to make a model with four fixed effects: strain, concentration, their interaction, day (because I have insufficient experimental days to make it a random effect). The random effects would be replicate nested within plate (intending 96 well plates) and plate nested within day. I understand that I have 2 options to model this in JMP: 1. 'Standard Least Square' personality selecting t...
blip555555

Discussions |
Apr 14, 2025 2:05 AM

2064 views | 5 replies
When to use data transformations

Good afternoon, I am constructing a LMM and have created a QQ plot attached in image 1. The conditional residuals seem to deviate from normality a fair bit so I transformed the response variable data using log base 10. This improved my R^2 by about 2% and the QQ plot seems a bit better (image 2). However, I'm not sure if these slight improvements are worth the transformation? As I would then have...
blip555555

Discussions |
Apr 14, 2025 12:34 AM

1099 views | 2 replies
problem with Python package installation

Hi, I'm using JMP Pro 18.0.0; on my laptop, I can correctly open a Python script window, and update / install packages with :
import jmputils
jmputils.jpip('list')
jmputils.jpip('install --upgrade', 'pip setuptools')
jmputils.jpip('install', 'pandas')

But, when I tried the same on a different desktop computer, I get this error: WARNING: Retrying (Retry(total=4, connect=None, read=None, redire...
BrianzaFelix

Discussions |
Apr 13, 2025 9:20 AM

1274 views | 3 replies
cluster RGB data

In JMP it's possible to load pictures as tables - and Jed Campbell shared some cool tricks how to extract the data from a graph-picture: From Picture to Data: Extracting graph data from a picture into a JMP Table for analysis One of the tricks: Use clustering to separate axes and grid lines from the actual data. This approach can also be used to separate data points that belong to different cur...
hogi

Discussions |
Apr 13, 2025 7:56 AM

529 views | 1 replies

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Latest Discussions

steps to use the minimum p-value approach with log-rank test?

I am interested in applying the minimum p-value approach using the p-values obtained from the log-rank test. However, I am uncertain about the specific steps involved. Could you kindly advise me on how to proceed? I am currently using the following version: JMP® Student Edition 18.2.0, running on Microsoft Windows 11 Home.
Namamugi

Discussions |
Apr 10, 2025 11:22 PM

562 views | 0 replies
Discovery summit book signings - official list of books?

Fellow JMP enthusiasts! During the 2024 Manchester Discovery Summit I was surprised to learn that the handing out and signing of books is a tradition. So, I am wondering whether there is a list of the books handed out & signed so far. If it exists, where to find it?I thoroughly enjoyed reading "Bitch" by Lucy Cooke, and I have a feeling "Hello World" by Hannah Frey will be a good read too.
Ressel

Discussions |
Feb 28, 2025 11:25 AM

484 views | 0 replies
Inquiry Regarding the Use of JMP and JMP Live (Suppress Eval?)

Hello, I am a user of JMP Live.
I am currently utilizing a simple function within JMP to leverage the Auto Refresh feature in JMP Live for dashboard purposes. However, while the function operates correctly on my PC, it does not work properly on JMP Live.Even though I have disabled "Suppress Eval" before executing Data Publish, when I later download the data, the column where the function should be ...
DJ_Kim

Discussions |
Feb 27, 2025 2:59 PM

530 views | 0 replies
query text files from zip folder in Azure blob file system secure (ABSS) url

Hi All,I wonder if anyone has the experience to query text files from zip folder through Azure blob file system secure (ABSS) url?
the url looks like format below. If you do, can you share some script lines how to connect to the url at least?

abfss://filesystemname@accountname.dfs.core.windows.net
dadawasozo

Discussions |
Feb 18, 2025 1:37 PM

451 views | 0 replies
Streamlining Data Workflows With JMP & MATLAB

Integrating tools like JMP and MATLAB offers a streamlined approach to engineering analysis, making workflows more efficient and reducing the need for redundant script rewriting. By leveraging JMP’s powerful data analysis and visualization capabilities alongside MATLAB’s robust computational tools, engineers can seamlessly combine the strengths of both platforms. This integration allows for the ra...
brycerjs8

Discussions |
Feb 18, 2025 7:07 AM

555 views | 0 replies