The Fisher information matrix: A tutorial for calculation for decision making models

Kazuya Fujita, Kensuke Okada, Kentaro Katahira · 2022

The Fisher information matrix determines characteristics of statistical estimation and hypothetical testing. This paper explains why the Fisher information matrix is important especially for statistical inference. Further, we derived general formula of the Fisher information matrix for two-alternative decision making models.

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