Polynomial Methods in Statistical Inference: Theory and Practice

ISBN-13: 9781680837308 / Angielski / Miękka / 2020 / 198 str.

Yihong Wu; Pengkun Yang

Spis treści

• 1. Introduction
• 2. Background
• 3. Polynomial Approximation Methods
• 4. Entropy Estimation
• 5. Estimating the Unseen
• 6. Mixture Models and Moment Comparison Theorems
• 7. Learning Gaussian Mixtures
• Acknowledgements
• References