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We define a deterministic integral with respect to irregular paths as a limit of standard line integrals and completely describe a class of all paths for which this integral exists for functions with Hölder exponent in the range of (0,1]. With the developed integral calculus, we study the existence, uniqueness and continuity of solution of time- and path-dependent ordinary differential equations driven by irregular paths in traditional Hölder spaces. These results can be viewed as a supplement to the Young-Lyons-Gubinelli integration theory, in particular, for Hölder exponents less than 1/3.

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