Significance Tests for Neural Networks

16 Feb 2019Enguerrand HorelKay Giesecke

We develop a pivotal test to assess the statistical significance of the feature variables in a single-layer feedforward neural network regression model. We propose a gradient-based test statistic and study its asymptotics using nonparametric techniques... (read more)

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