What are robust methods for estimating affine transformations in the presence of outliers?

Feb 10, 2018 ... ... data identifying the affine in x matrix- valued functions A(x) and B(x), and let we have an access to a first-order oracle providing us with ... ... affine conversion needs to be applied. For more information, see When to Apply Affine Conversion. Usually, if the output signal represents a relative ... Apr 18, 2018 ... ... affine connections"? I was going to start with diving into information geometry, but no one wants to read a 100 page Quora post. In any case ... Mar 27, 2025 ... (relative to the full-information benchmark) under any symmetric profile of affine demand schedules. We then characterize the demand ... Jul 28, 2022 ... ... affine in consumer surplus.2. In each period, a mass of short-lived consumers with unit demands arrive. These consumers have heterogeneous ... ... affine space which we denote by some capital letter, say A; single measurement outcomes are described by affine maps $\mathcal{M}^{(i)}:A\to which yield ... 2, we show that Example 2(b) is not degenerate and provide an infinite set of (affine) cost functions for which IBP occurs in this network. Similar to ... Most commonly, the conditional mean of the response given the values of the explanatory variables (or predictors) is assumed to be an affine function of ... Conditions for the existence of affine equilibrium policies as well as general informative Nash equilibria are presented for both the scalar and ... meaning is only implicitly defined by the data on nominal yields, in ation, and TIPS if available. The affine-Gaussian model of the type used here is ...