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Billingsley
Carlo Beenakker
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Probability: Theory and Examples, R. Durrett (2010), chapter 8.

A course in probability theory, K.L. Chung (2000).

From a review of Chung's book:

There is a substantial chapter on invariance theorems, including Donsker's invariance principle, the Doob-Donsker proof of the Kolmogorov-Smirnov theorem and finally a general invariance principle of Skorokhod, the proof of which is only sketched.


for Donsker's theorem in the context of more general metric spaces, see:

Convergence of Probability Measures, by P. Billingsley (1999)

Carlo Beenakker
  • 188.3k
  • 18
  • 448
  • 651