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Dr. Tung Liu

1. Research Programs

• NETLE- Feedforward Neural Networks and Lyapunov Exponents Estimation by Chung-Ming Kuan, Tung Liu, and Ramazan Gencay.

  NETLE 4.1, 2007.

  With the standard error of the LE estimates. Readme; Download netle41.zip.

  NETLE 3.01, 1997.

  Readme; Download netle3.zip (size 126,129)

• FNET- Forecasting Using Feedforward Neural Network Models, 1995.
• RNET- The Feedforward and Recurrent Neural Networks Estimation, Chung-Ming Kuan and Tung Liu, 1993.

2. Interactive Excel Exercises

Here are Excel files to help you to understand Z-table and Student-t table. Download the file and open the file. Click on the bar tool to select the value.

• Standard Normal: Find the probablity for a region of standard normal random variable
• Standard Normal with given probability: Given a probability, find the region for standard normal random variable
• Normal Probability: Find the probablity for a region of a normal random variable
• Normal Probability with given probability: Given a probability, find the region for a normal random variable
• Student-t Distribution: Find the probablity for a region of student-t random variable
• Student-t Distribution with given probability: Given a probability, find the region for student-t random variable

3. Elementary Chinese for Oversee Chinese