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Proof Let f be the map from CW k ( G, v ) into W k − 1 ( G, v ) such that, for any closed walk v v 1 v 2 ⋯ v k − 1 v ∈ CW k ( G, v ), f ( v v 1 v 2 ⋯ v k − 1 v ) = v v 1 v 2 ⋯ v k − 1.

A cycle is a walk (v 1, v 2,..., v L) where v 1 = v L with no other nodes repeated and L > 3, such that the last node is the same with the first one.

Walking (vs. not walking) was statistically significantly inversely associated with respiratory mortality only (HR = 0.71; 95% CI: 0.51, 0.97).

We claim that N l ( G, v ) is an empty set, for any l ≥ 3. Otherwise there would be a path P = v v 1 v 2 v 3 such that v 3 is not adjacent to v, but the walk W = v v 1 v v 1 ⋯ v v 1 v 2 v 3 defined on the path P belongs to W k − 1 ( G, v ), which implies that v 3 is adjacent to v, a contradiction.

Then T = v v 1 v 2 v is a triangle and consequently the walk W = v v 1 v v 1 ⋯ v v 1 v 2 v defined on T belongs to W k − 1 ( G, v ), which implies that v is adjacent to v, again a contradiction.

In terms of the analysis of the raw target data, the maximal possible range walking v maxT r /δr between two adjacent pulses is taken as 0.5.

An unbiased random walk has v x  = v y  = 0.

For educational status, participants that completed high school did not report statistical significant higher mean time (Min week-1) in doing moderate (98.5 vs 95.8, p = 0.89), walking (75.8 vs 66.3, p = 0.56) and total physical activity (MET-Min week-1 of 3892.3 vs 3417, p = 0.57).

To estimate this quantity, we generated two parallel random walks in V(n) and at each step tried to maximize the Hamming distance between them.

In this case, if k is odd then, for any edge vu, W k − 1 ( G, v ) contains a walk of the form W = v u v u ⋯ v u v while v is not adjacent to itself, a contradiction.

A personalized PageRank vector Pr γ, v) is the stationary distribution of the random walk on S v in which at every step, with probability γ, the walk 'teleports' back to v and otherwise performs a lazy random walk with transition probabilities proportional to R, the vector of pairwise interaction scores (i.e. with probability 1/2, the walk does not move).

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