For independent one-dimensional Brownian motions , the real and imaginary parts of are continuous local martingales with equal bracket and zero cross bracket. The Divergence of a driftless Brownian exponential clock makes , and the common-clock time change of orthogonal local martingales makes planar Brownian motion started at . The exponential never vanishes, proving that this Brownian motion never hits zero. Recurrent visits of to arbitrarily negative levels prove visits arbitrarily near zero at arbitrarily large Brownian times.
Cosine-exponential Brownian local martingale 2026-10-14
For independent standard Brownian motions , Itô formula gives : the two second-order drifts cancel. Independence gives zero cross quadratic covariation, so the displayed bracket follows. The process itself is not Brownian because its bracket is random. Its inverse-bracket time change is Brownian motion starting at one, in the time-changed filtration; subtracting one gives standard Brownian motion. The Divergence of a driftless Brownian exponential clock guarantees that the inverse is finite at every new time.
Past exam of the mathematics course of the University of Cambridge 2003 iii Paper 33 2 c iii Solution Created 2026-10-03 Updated 2026-10-14
Put . Its paths are continuous and strictly increasing. We also need to ensure that the printed inverse is finite for every .
Here is a duration argument for Divergence of a driftless Brownian exponential clock. Start at zero and choose successive return times to zero, each at least one time unit after the preceding return. Recurrence of one-dimensional Brownian motion makes all these times finite. By the Strong Markov property, each unit interval after has the same fixed positive probability that the Brownian path stays above . The intervals are disjoint, and repeated strong Markov conditioning makes these trials independent. Infinitely many succeed almost surely, by the Borel-Cantelli lemma. Each successful interval contributes at least to , proving divergence.
Therefore is the unique finite inverse of , with . It is an increasing family of stopping times, since . The continuous-local-martingale time-change theorem states that inverse-bracket time change preserves the local-martingale property in the filtration and transforms the bracket by composition. Applied to , this givesThe Lévy characterization of Brownian motion now proves that is Brownian motion starting at one; is standard Brownian motion, in the time-changed filtration. If the term Brownian motion is reserved for a process starting at zero, itself fails only that normalization. The substantive Brownian property, including independent Gaussian increments in the new time, holds.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 29 3 b Solution Created 2026-10-03 Updated 2026-10-14
For and , apply the two-variable Itô formula. Independence gives , while each individual bracket is . The second derivatives in the two variables cancel, yieldingTheir integrands are continuous adapted and locally bounded, so both coordinates are continuous local martingales. The quadratic variation of a stochastic integral gives
Here is a full proof that the clock diverges. Let , and successively defineBy recurrence of one-dimensional Brownian motion, all these times are finite almost surely. By the Strong Markov property at the returns , the variables are independent identically distributed, lie in almost surely, and have a strictly positive mean. The strong law of large numbers gives almost surely. On , , soThe segments are disjoint, and their divergent duration also ensures they cannot accumulate at a finite time. This proves Divergence of a driftless Brownian exponential clock and