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Given a definable function $f: S \to \mathbb{R}$ on a definable set $S$, westudy sublevel sets of the form $S^f_t = \{x \in S: f(x) \leq t\}$ for all $t\in \mathbb{R}$. Using o-minimal structures, we prove that the Eulercharacteristic of $S^f_t$ is right continuous with respect to $t$. Furthermore,when $S$ is compact, we show that $S^f_{t+\delta}$ deformation retracts to$S^f_t$ for all sufficiently small $\delta > 0$. Applying these results, wealso characterize the connections between the following concepts in topologicaldata analysis: the Euler characteristic transform (ECT), smooth ECT,Euler-Radon transform (ERT), and smooth ERT.

Euler Characteristics and Homotopy Types of Definable Sublevel Sets, with Applications to Topological Data Analysis