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STS552 Carol C. Bertaut et al.
                  foreign investors, and the ability to issue larger, lower-rated or longer-maturity
                         4
                  bonds.
                      The  growing  importance  of  mutual  funds  as  a  vehicle  for  cross-border
                  investment provides a third source of distortions in the official statistics. Under
                  international standards, holdings of investment fund shares are classified as equity
                  holdings and are assigned to the country of fund incorporation. These standards
                  apply regardless of the focus of the investment fund in terms of either the type of
                  assets that the fund invests in or country of investment focus.
                      That traditional residence-based statistics are do not adequately represent
                  exposures  is  gaining  increasing  recognition.  For  example,  the  Bank  for
                  International Settlements (BIS) now publishes its statistics on international debt
                  securities on both  a residence and a nationality basis,  highlighting  the  rapid
                  growth of issuance via offshore financial centers. Similarly, the world’s largest
                  sovereign wealth fund, the Norwegian Government Pension Fund, lists its roughly
                  $1 billion portfolio holdings on both a country of incorporation (residence) basis
                  and  on  a  country  of  exposure  basis.  In  the  academic  community,  Lane  and
                                                      5
                  Milesi-Ferretti  (2017)  provide  an  overview  of  the  distortionary  effects  of
                  increasing offshore issuance and financial center intermediation on properly
                  assessing external exposures.

                  2.  Methodology
                      We use the U.S. cross-border portfolio as a case study to document the extent
                  of distortions in traditional residence-based statistics. With cross-border holdings
                  of $12.4 trillion as of end-2017, the United States in aggregate is the single largest
                  cross-border investor, reflecting holdings of a wide and diverse set of investors.
                  For our study, we exploit the underlying security-level data on U.S. cross-border
                  portfolio holdings collected on a legal residence basis for construction of the U.S.
                  balance of payments statistics. Using security-level identifiers as well as modern
                                          6
                  text matching techniques,  we map these holdings, security by security, to the
                  country of exposure for each firm assigned by commercial investment products
                  designed  for  international  investors,  thus  converting  these  holdings  to  a
                  nationality basis. For common stock equity holdings, we rely primarily on MSCI
                  constituent  information,  supplemented  with  information  on  the  primary




                  4  See for example Black and Munro (2010). Serena and Moreno (2016) identify a pickup in
                  offshore issuance by firms in EMEs following the global financial crisis, which they attribute to
                  declining financing costs and the less developed state of EME financial markets more generally.
                  However,  since  the  Asian  Financial  Crisis  in  the  late  1990s  has  been  away  from  offshore
                  issuance, which is generally denominated in hard currencies, toward local-currency issuance in
                  the domestic bond market (Black and Munro 2010, Mizen et al 2012, Hale et al 2016).
                  5  https://www.nbim.no/
                  6  See Cohen et al. (2018).
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