Independence

Suppose we have random variables X1,,XkX_1,…,X_k. We say XiX_i and XjX_j are independent if, for all possible values vi,vjv_i,v_j, Pr[Xi=viandXj=vj]=Pr[Xi=vi]Pr[Xj=vj]\mathrm{Pr}[X_i=v_i \mathrm{and} X_j=v_j]=\mathrm{Pr}[X_i=v_i]\cdot\mathrm{Pr}[X_j=v_j]


See Types of Independence


References:

  1. https://www.mathcounterexamples.net/mean-independent-and-correlated-variables/