… guaranteed non-asymptotic confidence region for the model … the SPS approach provides a
confidence region with an exact … In this section, the LSCR and SPS algorithms are extended …

… measurement by extending the LSCR and SPS algorithms. To … Moreover, we prove that
SPS confidence regions are star … analysis, it can be shown that the boundaries of the region …

… in designing SPS-based algorithms that are guaranteed to … proposed construct regions that
include θ ∗ with an exact, … From the analysis of Deterministic Block SPS we know that P ( R m …

… are the Leave-out Sign-dominant Correlation Regions (LSCR… SPS can construct exact
confidence regions for (open-loop) … In [21] a guaranteed characterization of SPS was developed …

… on the construction of non-asymptotic confidence regions for the parameters of … Guaranteed
characterization of exact non-asymptotic confidence regions as defined by LSCR and SPS …

… approach for constructing exact nonasymptotic confidence regions in linear … Guaranteed
characterization of exact non-asymptotic confidence regions as defined by LSCR and SPS…

… for constructing a guaranteed non-asymptotic confidence region is … analysis of the SPS
method shows that the confidence … The confidence region constructed by LSCR-KF is however …

… We present coverage guarantees under minimal assumptions … We provide a non-asymptotic
analysis of such approach in … that SPS is not capable of producing optimizable confidence …

… Regions (LSCR) method, a (more conservative) predecessor of … develop an asymptotic
analysis of the extended SPS method. … It can be observed that the non-asymptotic SPS region is …

… was given to approaches with non-asymptotic guarantees. Most … (1) Non-asymptotic analysis
of SPS in case of the “constant in … non-asymptotic results on the size of the SPS confidence …