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Infinitesimal Calculus of Random Walk and Poisson Processes

Infinitesimal Calculus of Random Walk and Poisson Processes

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Gauge Institute Journal,<br />

H. Vic Dannon<br />

X(1 R , 2) = 2 ,<br />

X(1 R , 3) = 3 .<br />

The outcome <strong>of</strong> two Red balls, appears once at<br />

four times at t = 3,<br />

X(2 R ,1) = 0 ,<br />

X(2 R , 2) = 1,<br />

X(2 R , 3) = 4 .<br />

t = 2, <strong>and</strong><br />

The outcome <strong>of</strong> three Red balls, appears once at t = 3,<br />

X(3 R ,1) = 0 ,<br />

X(3 R ,2) = 0 ,<br />

X(3 R , 3) = 1 .<br />

The sample space <strong>of</strong> the process is<br />

{0 R,1 R, 2 R, 3 R } . <br />

7.1 Hyper-real X(,)<br />

ζ t<br />

A <strong>R<strong>and</strong>om</strong> Signal is Hyper-real iff the time variable t , <strong>and</strong><br />

the values <strong>of</strong><br />

hyper-reals.<br />

X(,)<br />

ζ t<br />

may include infinitesimals, <strong>and</strong> infinite<br />

7.2 Hyper-real Probability Distribution <strong>of</strong> X(,)<br />

ζ t<br />

28

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