Publication date: 08/13/2020

Analyze Censored Data Using the Nonlinear Platform

You can analyze left-censored data using the Nonlinear platform. For the left-censored data, zero is the censored value because it also represents the smallest known time for an observation.

Note: The Tobit model is popular in economics for responses that must be positive or zero, with zero representing a censor point.

Note the following about the Tobit2.jmp data table:

The response variable is a measure of the durability of a product and cannot be less than zero (Durable, is left-censored at zero).

Age and Liquidity are independent variables.

The table also includes the model and Tobit loss function. The model in residual form is durable-(b0+b1*age+b2*liquidity). To see the formula associated with Tobit Loss, right-click the column and select Formula.

Proceed as follows:

1. Select Help > Sample Data Library and open Reliability/Tobit2.jmp.

2. Select Analyze > Specialized Modeling > Nonlinear.

3. Select Model and click X, Predictor Formula.

4. Select Tobit Loss and click Loss.

5. Click OK.

6. Click Go.

7. Click Confidence Limits.

Figure 14.13 Solution Report 

Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).
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