Here is a JMP Addin that will generate a data table with various types of data.
Columns can be added with:
- 96 Well Plate Data
- ARIMA Data
- Bathtub Distribution
- Beta Binomial Distribution
- Beta Distribution
- Categorical Data with Two, Three, Five, Seven, N Categories
- ChiSquare Distribution
- Columns with Countries
- Columns with US Counties
- Columns with US States
- Columns with US ZIP Codes
- Date-Time Data (granularity at seconds, minutes, hours, days, weeks, months, years)
- ExGaussian Distribution
- F Distribution
- Frechet Distribution
- Gamma Distribution
- Gamma Poisson Distribution
- Generalized Gamma Distribution
- Glog Distribution
- Johnson Sb, Sl, and Su Distribution
- Latitude & Longitude across the US
- Left Skewed Data
- LEV Distribution
- LogGenGamma Distribution
- Logistic Distribution
- LogLogistic Distribution
- LogNormal Data
- Normal Mixture of Two or Three Populations
- Normally Distributed Data
- Pairs of Highly Correlated Data
- Poisson Distribution
- Right Skewed Data
- SEV Distribution
- SHASH Distribution
- Simulated Batch ID's
- Student t Distribution
- Trend Data (Trend Up, Trend Down, Trend Sideways)
- Triangular Distribution
- Uniform Distribution
- Weibull Distribution Data
Data can be adjusted by
- Scaling
- Rounding
- Adding Missing Values
- Adding Outliers
- Adding Recode Issues
- Bootstrap method for adding rows
- Changing Column Names (inspired by MacOS method for changing file names)
Models can be constructed using a menu of predetermined models, or by selecting columns that should be used as predictor columns. The degree of model fit (R-Square) can be adjusted to build weak and/or strong models.
The add-in can operate on an existing data table or build a table from scratch.
Please see the following two companion videos. The first video covers the most recent updates: 1) bootstrap feature, 2) the distribution and correlation widgets, 3) column rename feature. The second video covers the remaining features that have been in the add-in for several years.
Comments and suggestions are welcome!
Overview of new features added in 2024.
Overview of older features that have been in the add-in for several years.
Wow, this add in has really matured! Good going, Hyde! Thank you!
