STIPS Module 7: Predictive Modeling and Text Mining
Statistical Thinking for Industrial Problem Solving (STIPS) is a free, online course available to anyone interested in building practical skills in using data to solve problems better. The ...
Statistical Thinking for Industrial Problem Solving (STIPS) is a free, online course available to anyone interested in building practical skills in using data to solve problems better. The ...
The models you use depend on your data, the questions you are trying to answer and the problems you want to solve. See how to decide by working through case studies that illustrate how to identify, f...
These hands-on activities allow you to practice predictive modeling using JMP. The data files for the activity are in the zip file attached to this post. Extract the data in Predictive Modeling Hands...
Sampling points from curved data typically is not the most accurate way to create a predictive model. In many cases the sampled points miss variability that could impact outcome. This demo uses...
...ariable. Then we select the two groups of predictors as the X, Factors. The horizontal line in the partition graph shows the overall acceptance rate. When Performance is Accept, t...
...ass, and the most likely outcome based on the cutoff of 0.50. The two probability columns are grouped in the column list. We add a new column, and name this column [Cutoff Prob F...
Learn more in our free online course: Statistical Thinking for Industrial Problem Solving In this video, we use the Impurity example and fit a model for the categorical response,...
Learn more in our free online course: Statistical Thinking for Industrial Problem Solving In this example, we fit a predictive model for Impurity using Fit Model with all main ef...
...alidation sets across these columns. This is often used when you have categorical input or output variables. We can also enter a grouping column, or enter a cutpoint column. Click the Help b...
Learn more in our free online course: Statistical Thinking for Industrial Problem Solving In this video, we show how to do a Monte Carlo simulation in JMP using the Prediction Pr...
Learn more in our free online course: Statistical Thinking for Industrial Problem Solving In this video, we use the MetalCoating example and fit a model for the response, Outcome...