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Applicability of singular-value decomposition for reconstructing the strange attractor from one-dimensional chaotic time series, proposed by Broomhead and King, is extensively tested and discussed. Previously published doubts about its reliability are confirmed: singular-value decomposition, by nature a linear method, can bring distorted and misleading results when nonlinear structures are studied. 0167-2789/92/$05.00 0 1992 -Elsevier Science Publishers B.V. All rights reserveddoi:10.1016/0167-2789(92)90198-v fatcat:zqgkqqleuzartiwy6kab3tts4y