Submitted by Pedro Guimarães (pedroengel@hotmail.com) on 2017-12-28T19:42:52Z No. of bitstreams: 1 Tese.pdf: 917520 bytes, checksum: cfa05ebb1d37a4a617f387942ee05a15 (MD5) / Approved for entry into archive by GILSON ROCHA MIRANDA (gilson.miranda@fgv.br) on 2018-01-15T18:46:52Z (GMT) No. of bitstreams: 1 Tese.pdf: 917520 bytes, checksum: cfa05ebb1d37a4a617f387942ee05a15 (MD5) / Made available in DSpace on 2018-01-16T19:08:33Z (GMT). No. of bitstreams: 1 Tese.pdf: 917520 bytes, checksum: cfa05ebb1d37a4a617f387942ee05a15 (MD5) Previous issue date: 2017-07-28 / This doctoral thesis is composed of three chapters related to portfolio theory and model uncertainty. The first paper investigates how ambiguity averse agents explain the equity premium puzzle for a large group of countries including both Advanced Economies (AE) and Emerging Markets (EM). In the second article, we develop a general robust allocation framework that is capable of dealing with parametric and non parametric asset allocation models. In the final paper, I investigate portfolio selection criteria and analyze a set of portfolios out of sample performance in terms of Sharpe ratio (SR) and Certainty Equivalent (CEQ)