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s HCP Quant Fund A NonUCITS fund inves9ng in global small and midcap stocks June 2015 HELSINKI CAPITAL PARTNERS

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Page 1: HELSINKI CAPITAL PARTNERS · HELSINKI CAPITAL PARTNERS . 2! ... Greenbla , Mohnish"Pabrai,Guy Spier"etc."! Value"inves9ng"refers"to"inves9ng"in"undervalued"companies"!

s  

 

HCP  Quant  Fund  A  Non-­‐UCITS  fund  inves9ng  in  global  small-­‐  and  mid-­‐cap  stocks  

     

June 2015

HELSINKI CAPITAL PARTNERS

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§  First  fully  transparent  fee-­‐only  asset  manager  in  Finland,  offering  service  for  ins9tu9onal  and  private  wealth  clients,  including  ar9sts  and  professional  athletes  

§  Specialising  in  global  mul9-­‐strategy  and  value  driven  equity  strategies  

§  Asset  management  to  be  proud  of.  Founded  in  2007,  built  and  owned  by  HCP  team.  

§  Firm  total  AUM  €68.9m  (as  of  30th  of  June  2015)  

§  The   company   has   7   full   9me   employees  with   3   investment   professionals  with   31   years   of  combined  investment  experience    

 §  Fastest  growing  Asset  Manager  in  Finland  since  founda9on      

Helsinki  Capital  Partners  (HCP)  

22,3  

20,7  

15,9  

10,0  

Total  AUM  €68.9M  

Black   Focus   Quant   Managed  Accounts  

0  10  20  30  40  50  60  70  80  

Firm  Total  AUM  in  M  €  

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HCP  Quant  Fund  Basics  

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§  Focusing  on  Value  inves9ng  in  small-­‐cap  stocks  in  both  the  developed  and  emerging  markets  using   quan9ta9ve   tools   to   aid   in   selec9ng   companies  with   strong   financials   and   low   stock  market  valua9ons    

 §  Strategy  launched  4th  of  October  2010  with  current  AUM  of  €14.6m  (30st  of  June  2015)    

§  Fund  vehicle  characteris9cs  –  Maximum  two  investment  with  20%  weight,  rest  with  maximum  10%  weight    

–  Quarterly  liquid  with  a  one  month  no9ce  

–  Bloomberg  9cker:  QUANT4U  FH,  ISIN  Code:  FI4000090451  

 

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§  Value  driven  approach  focusing  on  the  fundamentals  of  companies  –  Returns  from  pricing  inefficiencies    –  Buy  when  sufficiently  below  fair  value  as  assessed  by  quant  models  that  short  lists  and  orders  buy    targets  –  Holding  period  of  6  months  

§  Mid-­‐small  market  focus    –  Under-­‐researched  and  greater  risk/return  profile  (where  sufficient  liquidity  exists)    

§  Quan9ta9ve  approach  to  filtering  down  and  ordering  a  buy  list  targets  –  The   algorithm   looks   through   9,960   listed   companies   to   find   a   buy   list   of   ~   30   stocks   with   favorable  

characteris9cs  –  Data  quality  cross  checks  –  Discre9onary  trading  –  20%  Stop  loss  on  the  company  level    –  2  X  annual  poreolio  turnover  

   

1.   2.   3.   4.  Quant  models  filter  small-­‐cap  universe  for  undervalued  companies  with  strong  fundamentals  

Quant  model  further  filters  out  companies  with  possible  repor9ng  manipula9ons  

Model  orders  a  buy  list  of  30  stocks.  Trades  to  porUolio  are  discre9onary  and  equally  weighted.  

Ac9ve  risk  management  with  stop  loss  and  primary  holding  period  of  6  months  

HCP  Quant  Fund    Sources  of  Alpha  

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What  has  worked  in  equity  inves9ng?  Successful  investment  strategies  

What  causes  undervalua9on?  Influencing  factors  

How  to  improve  investment  returns?  U9liza9on  of  quan9ta9ve  methods  

”It’s  a  bumpy  road  ahead”  Nothing  is  perfect  

HCP  Quant  Fund  Investment  System  

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Small  companies  have  returned  across  the  world  bejer  than  the  market  

Small-­‐cap  stocks  

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Country   Time  Period   Excess  return  (p.a.)   Research  

Australia   1985-­‐1996   5.9  %   Liew  &  Vassalou  (2000)  

Austria   1978-­‐1995   5.8  %   Heston  et  al.  (1999)  

Belgium   1978-­‐1995   -­‐1.2  %   Heston  et  al.  (1999)  

Canada   1960-­‐2001   5.0  %   L’Her  et  al.  (2003)  

Denmark   1978-­‐1995   3.5  %   Heston  et  al.  (1999)  

France   1978-­‐1995   3.1  %   Heston  et  al.  (1999)  

Germany   1978-­‐1995   1.3  %   Heston  et  al.  (1999)  

Greece   1982-­‐1997   0.5  %   Rouwenhorst  (1999)  

Ireland   1977-­‐1986   5.6  %   Coghlan  (1988)  

Source: ”Interna9onal Evidence on the Size Effect” (Savina Rizova, 2006)

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Small-­‐cap  stocks  

Country   Time  Period   Excess  Return  (p.a.)   Research  

Italy   1978-­‐1995   -­‐0.2  %   Heston  et  al.  (1999)  

Japan   1975-­‐1994   4.2  %   Hawanini  &  Keim  (2000)  

The  Netherlands   1978-­‐1995   3.5  %   Heston  et  al.  (1999)  

New-­‐Zealand   1977-­‐1984   6.1  %   Gillan  (1990)  

Norway   1978-­‐1995   5.6  %   Heston  et  al.  (1999)  

Portugal   1989-­‐1997   -­‐8.9  %   Rouwenhorst  (1999)  

Singapore   1975-­‐1985   4.9  %   Wong  et  al.  (1990)  

Spain   1978-­‐1995   9.0  %   Heston  et  al.  (1999)  

Sweden   1978-­‐1995   4.1  %   Heston  et  al.  (1999)  

Switzerland   1978-­‐1995   1.7  %   Heston  et  al.  (1999)  

UK   1955-­‐2001   1.8  %   Dimson  et  al.  (2003)  

7   Source:  ”Interna9onal  Evidence  on  the  Size  Effect”  (Savina  Rizova,  2006)  

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Small-­‐cap  stocks  

Country   Time  Period   Excess  Return  (p.a.)   Research  

Argen9na   1982-­‐1997   46.1  %   Rouwenhorst  (1999)  

Brazil   1982-­‐1997   15.8  %   Rouwenhorst  (1999)  

Chile   1982-­‐1997   3.7  %   Rouwenhorst  (1999)  

China   1994-­‐2001   11.1  %   Drew  et  al.  (2003)  

Korea   1982-­‐1997   3.8  %   Rouwenhorst  (1999)  

Mexico   1982-­‐1997   28.7  %   Rouwenhorst  (1999)  

Taiwan   1986-­‐1997   8.2  %   Rouwenhorst  (1999)  

India   1982-­‐1997   -­‐4.2  %   Rouwenhorst  (1999)  

Turkey   1989-­‐1997   8.6  %   Rouwenhorst  (1999)  

8   Source:  ”Interna9onal  Evidence  on  the  Size  Effect”  (Savina  Rizova,  2006)  

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Small-­‐cap  stocks  

Focusing  on  small-­‐cap  stocks  has  worked  well  in  both  the  developed  and  emerging  markets  

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Market   Time  Period   Excess  return  (p.a)   Research  

Europe   1978-­‐1995   3.5  %   Heston  et  al.  (1999)  

USA   1962-­‐1989   ~8  %   Fama  et  al.  (1992)  

Developed  markets   1986-­‐1996   11.2  %   Bauman  et  al.  (1998)  

Emerging  markets   1982-­‐1997   8.2  %   Rouwenhorst  (1999)  

Sources: ”International Evidence on the Size Effect” (Savina Rizova, 2006), ”Is Size Dead? A review of the Size Effect in Equity Returns” (Mathijs A. Van Dijk, 2011)

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Value  inves9ng  

§  Value  inves9ng  has  outperformed  the  market  in  the  long-­‐run  §  Several  of  the  world’s  most  successful  investors  are  value  investors:  Warren  Buffej,  Joel  

Greenblaj,  Mohnish  Pabrai,  Guy  Spier  etc.  §  Value  inves9ng  refers  to  inves9ng  in  undervalued  companies  §  Value  investor  values  companies  using  different  ra9os,  for  example:  

–  P/E  (Price  to  Earnings,–  market  price  per  share  divided  by  earnings  per  share)  –  P/B  (Price  to  Book  value,  market  price  divided  by  book  value  of  equity)  –  P/S  (Price  to  Sales,  market  price  divided  by  sales)  –  Dividend  yield  (dividends  divided  by  market  price)  –  FCF  (Free  Cash  Flow)    

10  

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Value  inves9ng  

Value  stocks  outperformed  growth  stocks  in  Europe  by  10  %  p.a.  between  years  1985-­‐2007    

11   Source: ”Value Investing: Tools and Techniques for Intelligent Investment” (James Montier, 2009)

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Value  inves9ng  

In  the  developed  markets,  value  stocks  have  returned  12  %  p.a.  bejer  than  growth  stocks  between  1985  and  2007*  

12   Source: ”Value Investing: Tools and Techniques for Intelligent Investment” (James Montier, 2009)

*  In  the  sample,  stocks  have  been  arranged  in  an  order  based  on  their  mul9ples:  P/E,  P/B,  P/CF,  P/S  and  EBIT/EV.  A  stock’s  ranking  in  each  mul9ple  is  added  together  and  stocks  are  put  in  order  based  on  the  total  sums.  Value  stocks  are  the  cheapest  20  %  of  the  stocks  based  on  their  summa9on  value  and  growth  stocks  are  the  expensive  20  %.  The  minimum  market  capitaliza9on  in  the  sample  is  250  million  dollars.  Returns  are  calculated  in  U.S.  Dollars.  

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Value  inves9ng  

In  the  emerging  markets,  value  stocks  have  returned  over  18  %  p.a.  more  than  growth  stocks  and  11  %  p.a.  more  than  the  market  between  1985  and  2007  

13   Source: ”Value Investing: Tools and Techniques for Intelligent Investment” (James Montier, 2009)

* In the sample, stocks have been arranged in an order based on their multiples: P/E, P/B, P/CF, P/S ja EBIT/EV. A stock’s ranking in each multiple is added together and stocks are put in order based on the total sums. Value stocks are the cheapest 20 % of the stocks based on their summation value and growth stocks are the expensive 20 %. The minimum market capitalization in the sample is 250 million dollars. Returns are calculated in U.S. Dollars.

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Value  inves9ng  

§  A  poreolio  consis9ng  of  stocks  from  the  cheapest  fiuh  in  developed  and  emerging  markets  returned  on  average  18  %  p.a.*  

§  Growth  stocks  returned  less  than  3  %  p.a.*  §  The  excess  return  of  value  stocks  over  growth  stocks  globally  was  15  %  p.a.*    

14   Source: ”Value Investing: Tools and Techniques for Intelligent Investment” (James Montier, 2009)

*  In  the  sample,  stocks  have  been  arranged  in  an  order  based  on  their  mul9ples:  P/E,  P/B,  P/CF,  P/S  ja  EBIT/EV.  A  stock’s  ranking  in  each  mul9ple  is  added  together  and  stocks  are  put  in  order  based  on  the  total  sums.  Value  stocks  are  the  cheapest  20  %  of  the  stocks  based  on  their  summa9on  value  and  growth   stocks  are   the  expensive  20  %.  The  minimum  market   capitaliza9on   in   the   sample   is  250  million  dollars.  Returns  are   calculated   in  U.S.  Dollars.  

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Value  inves9ng  

§  The  fall  of  the  Japanese  stock  market  has  been  record  long    §  Between  1990  and  2011  the  Japanese  stock  market  dropped  -­‐62.21  %  §  Value  inves9ng  generated  excellent  returns  even  in  this  difficult  market  environment  §  Low  P/E  ra9o  stocks  returned  16.9  %  p.a.  between  1990  and  2011  §  Low  P/B  ra9o  stocks  on  the  other  hand  returned  10.6  %  p.a.  §  Between  1975  and  2011  low  P/E  ra9o  stocks  returned  23.6  %  p.a.  and  low  P/B  ra9o  stocks  

19.3  %  p.a.  

15   Source: ”Performance of Value Investing Strategies in Japan’s Stock Market” (Hong Kong University of Science and Technology Value Partners Center for Investing, 2013)

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Value  inves9ng  

16   Source: ”Performance of Value Investing Strategies in Japan’s Stock Market” (Hong Kong University of Science and Technology Value Partners Center for Investing, 2013)

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Value  inves9ng  

Regardless  of  good  returns,  risk  in  value  inves9ng  has  been  lower    

17   Source: ”Value Investing: Tools and Techniques for Intelligent Investment” (James Montier, 2009)

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Value  inves9ng  

During  market  distress,  value  stocks  have  lost  less  of  their  value  than  the  market  or  growth  stocks  

18   Source: ”Value Investing: Tools and Techniques for Intelligent Investment” (James Montier, 2009)

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Value  inves9ng  

 §  Between  1975  and  2007,  value  stocks  in  the  U.S.  returned  13  %  p.a.  during  a  recession  and  

22  %  p.a.  during  a  expansion  §  Growth  stocks  returned  5  %  p.a.  during  a  recession  and  17  %  p.a.  during  a  expansion  §  Value  stocks  outperformed  growth  stocks  in  both  recession  and  expansion  

19   Source: ”Value Investing: Tools and Techniques for Intelligent Investment” (James Montier, 2009)

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Small-­‐cap  value  inves9ng  

§  Small-­‐cap  and  value  inves9ng  have  performed  well  in  the  past  §  How  would  value  inves9ng  in  small-­‐cap  stocks  have  worked  in  the  past?  §  In  the  U.S.  small-­‐cap  value  stocks  returned  5.28  –  8.40  %  p.a.  more  than  growth  stocks  

between  1979  and  1997  

20   Source:  ”The  Value  Premium  for  Small-­‐Capitaliza9on  Stocks”  (Manjeet  S.  Dhaj,  Yong  H.  Kim  &  Sandip  Mukherji,  1999)  

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Small-­‐cap  value  inves9ng  

§  The  risk  (vola9lity)  of  small-­‐cap  value  stocks  was  lower  than  the  risk  of  growth  stocks  

§  The  amount  of  excess  returns  generated  varied  depending  on  the  ra9o  used  (e.g.  P/E  or  P/S)  

§  Using  different  ra9os  simultaneously  improved  the  risk-­‐adjusted  returns  related  to  individual  ra9os  

21  

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Small-­‐cap  value  inves9ng  

Between  1926-­‐2004  small-­‐cap  value  stocks  in  the  U.S.  returned  15.9  %  p.a.  while  large-­‐cap  growth  stocks  returned  9.26  %  p.a.*  

22   Source:  ”Value  Inves9ng:  Tools  and  Techniques  for  Intelligent  Investment”  (James  Mon9er,  2009),    *  The  New  York  Times  used  as  the  source  of  the  graph  Eugene  S.  Fama  ja  Kenneth  R.  French’s  research  and  alloca9on  of  stocks.    

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Small-­‐cap  value  inves9ng  

§  Small-­‐cap  value  stocks  have  returned  bejer  than  large  bluechip  stocks  up  to  today  §  Russell  2000  Value  ETF,  which  began  trading  in  2000  invests  in  small-­‐cap  value  stocks  in  the  

U.S.  

23  

RUJ (blue) = Russell 2000 Value, SPY (red) = S&P 500. Source: Google Finance

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Small-­‐cap  value  inves9ng  

§  In  the  developed  countries,  one  of  the  most  recent  study  is  the  research  done  by  Nobel  Prize  Laureate  Eugene  Fama  and  Kenneth  French  ”Size,  Value,  and  Momentum  in  Interna9onal  Stock  Returns”,  which  was  released  in  2012  

§  Fama  and  French  state  the  following:  ”Our  new  evidence  centers  on  how  interna'onal  value  and  momentum  returns  vary  with  firm  size.  Except  for  Japan,  value  premiums  are  larger  for  small  stocks.”  

§  According  to  the  studies,  inves9ng  in  small-­‐cap  value  stocks  has  worked  globally  §  Using  several  different  ra9os  simultaneously  has  improved  the  chances  to  generate  even  

higher  returns  when  inves9ng  in  small-­‐cap  value  stocks  

24  

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Small-­‐cap  value  inves9ng  

25   Source:  ”What  Works  on  Wall  Street”  (James  P.  O’Shaughnessy,  2005)  

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Small-­‐cap  value  inves9ng  

§  Similar  results  can  be  found  in  Europe.  For  example,  below  is  a  table  of  returns  between  1991  and  2011,  where  P/B  ra9o  was  used  as  a  primary  factor  among  other  ra9os  

§  STOXX  Europe  600  returns  in  the  same  period  were  0.91  %  p.a.  

26   Source:  ”Quan9ta9ve  Value  Inves9ng  In  Europe:  What  Works  for  Achieving  Alpha”  (Philip  Vanstraceele  &  Tim  du  Toit,  2012)  

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Focused  poreolio  

§  Diversifica9on  lowers  poreolio’s  total  risk  §  In  an  equity  poreolio,  diversifying  to  approximately  30  stocks  gives  already  a  close  to  

maximum  benefit  from  diversifica9on  

27   Source:  ”Value  Inves9ng:  Tools  and  Techniques  for  Intelligent  Investment”  (James  Mon9er,  2009)  

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Focused  poreolio  

§  Warren  Buffej:  ”DiversificaAon  is  protecAon  against  ignorance.  It  makes  liEle  sense  if  you  know  what  you  are  doing.”  

§  Worldwide,  the  cheapest  fiuh  of  stocks  returned  18  %  p.a.  between  1985  and  2007*  §  That  group  includes  1800  stocks  §  That  kind  of  diversifica9on  is  too  broad  when  considering  the  benefits  received  from  

diversifica9on  §  How  would  a  poreolio  invested  in  the  30  cheapest  stocks  in  the  world  have  performed?  

28  

*  In  the  sample,  stocks  have  been  arranged  in  an  order  based  on  their  mul9ples:  P/E,  P/B,  P/CF,  P/S  ja  EBIT/EV.  A  stock’s  ranking  in  each  mul9ple  is  added  together  and  stocks  are  put   in  order  based  on   the   total   sums.  Value  stocks  are   the  cheapest  20  %  of   the  stocks  based  on   their   summa9on  value  and  growth  stocks  are  the  expensive  20  %.  The  minimum  market  capitaliza9on  in  the  sample  is  250  million  dollars.  Returns  are  calculated  in  U.S.  Dollars.  

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Focused  poreolio  

The  cheapest  30  stocks  worldwide  returned  25  %  p.a.  

29   Source: ”Value Investing: Tools and Techniques for Intelligent Investment” (James Montier, 2009)

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30  

What  has  worked  in  equity  inves9ng?  Successful  investment  strategies  

What  causes  undervalua9on?  Influencing  factors  

How  to  improve  investment  returns?  U9liza9on  of  quan9ta9ve  methods  

”It’s  a  bumpy  road  ahead”  Nothing  is  perfect  

HCP  Quant  Fund  Investment  System  

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Majority  of  companies  are  small-­‐cap  companies  

There  are  a  lot  more  small-­‐cap  stocks  than  large-­‐cap  stocks  

31   Sources:  Montanaro,  FactSet.  As  of  3.1.2012.  

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Majority  of  companies  are  small-­‐cap  companies  

32   Source: ”Analyzing the Analysts: A Survey of the State of Wall Street Equity Research 10 Years after the Global Settlement” (Timothy J. Keating, 2013)

Companies  in  the  U.S.  stock  market  divided  into  groups  based  on  market  capitaliza9on.  Apple’s  market  cap  is  more  than  2.6  9mes  the  combined  value  of  all  2021  micro-­‐cap  stocks  

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Minimal  coverage  

Even  though  there  are  a  lot  more  small-­‐cap  stocks,  fewer  analysts  cover  them  

33   Source: ”The herd vs the reward, or in praise of contratian investing” (Stacy-Marie Ishmael, Financial Times, 4.11.2009)

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Minimal  coverage  

§  The  U.S.  Stock  market  is  considered  to  be  the  world’s  most  efficient  §  S9ll,  at  the  end  of  2012  almost  29  %  of  listed  companies  didn’t  have  an  analyst  covering  

them  or  the  coverage  was  inadequate*  

34   Source:  ”Analyzing  the  Analysts:  A  Survey  of  the  State  of  Wall  Street  Equity  Research  10  Years  auer  the  Global  Sejlement”  (Timothy  J.  Kea9ng,  2013)  

*  The  tables  last  column  represents  how  big  percentage  of  the  companies  doesn’t  have  analyst  coverage  at  all.  For  example,  30  %  of  74-­‐248  million  dollar  market  cap  companies  weren’t  covered  by  an  analyst.  

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Minimal  coverage  

§  The  analyst  coverage  of  small  companies  is  minimal,  which  makes  it  possible  for  small-­‐cap  stocks  to  be  trading  at  a  different  level  than  the  companies’  true  values  

§  This  makes  it  easier  for  investors  to  find  more  undervalued  stocks  among  small-­‐cap  value  stocks  

§  Analyzing  small  companies  would  require  more  resources  §  Analyzing  them  isn’t  profitable  for  analysts,  because  small-­‐cap  stocks  cannot  be  offered  to  as  

many  investors  as  large-­‐cap  stocks  §  Therefore  small-­‐cap  stocks  will  remain  less  covered  in  the  future  §  This  also  leads  to  undervalued  small-­‐cap  stocks  returning  more  than  the  market  in  the  future  

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What  color  are  A  and  B  squares?  

36   The  copyright  holder  of  this  work  allows  anyone  to  use  it  for  any  purpose  including  unrestricted  redistribu9on,  commercial  use,  and  modifica9on.  

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Answer:  They  are  both  grey  

37   The  copyright  holder  of  this  work  allows  anyone  to  use  it  for  any  purpose  including  unrestricted  redistribu9on,  commercial  use,  and  modifica9on.  

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Human  decision-­‐making  process  is  flawed  

§  In  the  previous  example,  our  brain  tells  us  that  square  B  is  white  =>  the  informa9on  is  incorrect,  even  though  our  brain  is  telling  us  the  opposite  

§  A  computer  would  have  answered  the  ques9on  correctly  =>  the  RGB  values  of  both  of  the  squares  are  the  same  

§  The  human  ability  to  process  informa9on  is  limited  and  decision-­‐making  process  is  imperfect  §  In  tradi9onal  economics  people  are  assumed  the  act  ra9onally  §  In  reality,  people  ouen  behave  irra9onally  

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Human  decision-­‐making  process  is  flawed  

§  An  example  of  a  coin  flipping  game:  –  Heads:  you  win  10  euros  –  Tails:  you  lose  10  euros  

§  Would  you  play  the  game?  §  Let’s  assume  that  you  have  just  won  100  euros.  Would  you  now  play  the  game?  §  What  if  you  had  just  lost.  Would  that  change  the  game’s  ajrac9veness?  §  Majority  of  people  are  ready  to  alter  their  behaviour  based  on  previous  results  §  This  is  despite  the  fact  that  each  round’s  expected  value  is  the  same  §  Completely  ra9onal  person  would  act  the  same  way  every  9me  

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Human  decision-­‐making  process  is  flawed  

§  In  the  past  few  years  behavioral  finance  has  gained  popularity  §  Behavioral  finance  studies  unsystema9c  behavior  in  inves9ng  §  Research  findings  explain  why  investors  don’t  act  op9mally  

–  A  loss  hurts  twice  as  much  as  an  equal  size  gain  –  The  holding  period  of  a  profitable  investment  is  shorter  than  the  holding  period  of  an  

unprofitable  –  Anchoring  to  a  paid  price  of  a  stock  –  Investors  are  ac9ve  in  a  bull  market  (high  risk)  and  paralyzed  in  a  bear  market  (low  risk)  –  Etc.  

§  Knowing  investment  psychology  is  a  step  forward,  but  alone  it  is  not  enough  to  change  investor  behaviour  =>  causes  of  behaviour  are  rooted  deeper  

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Human  decision-­‐making  process  is  flawed  

§  The  same  reasons  explain  why  it  is  difficult  for  investors  to  take  advantage  of  profitable  investment  prac9ces  

§  The  most  profitable  investments  are  ouen  ”ugly”  and  ”doomed”  companies  §  It  is  easier  to  invest  in  a  company  with  a  good  ”story”  behind  it  as  other  investors  are  excited  

about  the  company  as  well  §  Due  to  herd  behaviour,  it  is  difficult  to  act  against  the  general  view  =>  it  is  easier  to  be  wrong  

in  a  group  rather  than  alone  §  Sta9s9cs  show  that  the  bright  futures  of  many  growth  companies  are  shajered  =>  investors  

overpay  for  future  expecta9ons  

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Human  decision-­‐making  process  is  flawed  

§  On  the  other  hand,  the  distressed  9mes  of  ”ugly”  companies  don’t  last  as  long  as  investors  expect  =>  future  expecta9ons  are  overly  pessimis9c  and  therefore  stock  prices  are  too  low  

§  The  idea  of  u9lizing  quan9ta9ve  investment  methods  is  to  eliminate  the  human  error  from  the  investment  process  preven9ng  good  returns  

§  Analyzing  tens  of  thousands  of  small-­‐cap  companies  is  also  impossible  by  using  a  tradi9onal  way  of  analyzing  each  company  separately  

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43  

What  has  worked  in  equity  inves9ng?  Successful  investment  strategies  

What  causes  undervalua9on?  Influencing  factors  

How  to  improve  investment  returns?  U9liza9on  of  quan9ta9ve  methods  

”It’s  a  bumpy  road  ahead”  Nothing  is  perfect  

HCP  Quant  Fund  Investment  System  

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Quan9ta9ve  methods  

§  An  investor  is  his  own  worst  enemy  =>  people  are  prisoners  of  their  feelings  §  In  several  situa9ons  a  simple  computer  model  works  more  reliably  and  more  accurately  than  

a  person  with  a  subjec9ve  view  §  As  an  example;  there  is  a  standardized  test  called  MMPI-­‐test  (Minnesota  Mul9phasic  

Personality  Inventory)  to  iden9fy  neuro9cism  and  psycho9cism  §  Iden9fying  them  is  important  because  they  are  treated  differently  §  In  1968  Lewis  Goldberg  went  through  1,000  pa9ents’  MMPI  test  results  and  formed  a  model  

based  on  the  data,  which  gave  a  correct  diagnosis  70  %  of  the  9me  §  Goldberg  then  asked  psychologists  to  diagnose  the  same  pa9ents  

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Quan9ta9ve  methods  

45  

§  By  using  the  model,  the  accuracy  of  diagnosis  increased  significantly  §  S9ll,  the  accuracy  of  the  diagnoses  done  by  people  was  worse  than  the  model’s  §  There  are  similar  results  for  iden9fying  brain  injuries  and  probability  of  repea9ng  proba9on  

viola9ons  etc.    

Source:  ”Pain9ng  by  numbers:  an  ode  to  quant”  (James  Mon9er,  2006)  

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Quan9ta9ve  methods  

 §  The  model  was  clearly  more  accurate  than  even  the  best  psychologist  §  Next,  Goldberg  gave  the  model  to  the  psychologists  who  could  use  the  model  to  help  their  

own  diagnoses  

46   Source:  ”Pain9ng  by  numbers:  an  ode  to  quant”  (James  Mon9er,  2006)  

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Quan9ta9ve  methods  

§  Grove  et  al.  went  through  136  different  studies,  which  dealt  with  decision-­‐making  ranging  from  heart  ajack  diagnosis  to  evalua9ng  job  compa9bility  

§  Only  in  eight  of  the  studies  the  quan9ta9ve  method  lost  to  people  §  The  simililarity  in  all  eight  of  these  studies  was  that  the  quan9ta9ve  methods  didn’t  have  

access  to  the  same  informa9on  as  people  did  §  In  every  study  where  the  quan9ta9ve  method  had  access  to  the  same  informa9on  as  people,  

quan9ta9ve  method  was  bejer  

47   Sources:  ”Clinical  versus  mechanical  predic9on:  a  meta-­‐analysis  (Grove,  Zald,  Lebow,  Snitz  &  Nelson,  2000)”  and    ”Pain9ng  by  numbers:  an  ode  to  quant”  (James  Mon9er,  2006)  

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Quan9ta9ve  methods  

§  Quan9ta9ve  models  are  useful  and  widely  used:  –  Airplane  pilots’  check  list  before  take  off  –  Weather  forecasts  –  Car  insurance  –  Etc.  

§  Simply  put,  a  quan9ta9ve  method  means  using  a  computer  to  analyze  a  large  amounts  of  data  =>  peoples’  ability  to  process  large  amounts  of  data  is  weak  

§  It  is  possible  to  screen  the  most  poten9al  stocks  out  of  tens  of  thousands  of  stocks  using  quan9ta9ve  methods  =>  it  is  impossible  for  a  person  to  go  through  the  same  number  of  stocks  one  by  one  when  every  quarter  there’s  new  informa9on  coming  out  

48  

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HCP  Quant  Fund  Investment  System  

§  Quan9ta9ve  methods  work  the  best  when  used  to  analyse  small  and  medium  size  companies,  because  of  lack  of  analyst  coverage  

§  So  many  professionals  analyse  large  companies  that  quan9ta9ve  methods  don’t  give  a  compe99ve  advantage  when  analysing  them  

§  Quan9ta9ve  value  inves9ng  strategy  combines  value  inves9ng  and  efficient  use  of  numerical  informa9on  

§  Companies’  annual  and  quarterly  reports  are  numerical  informa9on  §  Tradi9onal  ra9os  used  by  value  investors  are  well  suited  for  automated  data  processing  (P/E,  

P/B,  dividend  yield,  etc.)  §  Quan9ta9ve  methods  enable  the  combining  of  different  value  inves9ng  strategies  

49  

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HCP  Quant  Fund  Investment  System  

§  Research  shows  that  the  mul9-­‐factor  models  produce  bejer  risk-­‐adjusted  returns  than  when  only  one  factor  is  used  

§  Using  quan9ta9ve  methods  can  protect  against  fraudulent  accoun9ng  methods:  –  Dechow  F-­‐score  –  Altman  Z-­‐score  –  Beneish  M-­‐score  

§  For  example  Beneish  M-­‐score  measures  a  company’s  revenue  growth,  gross  profit,  accounts  receivables  and  debt  level  

§  76  %  of  companies  with  an  M-­‐score  below  -­‐2.22  used  fraudulent  accoun9ng  methods  §  Only  17.5  %  of  companies  with  fraudulent  accoun9ng  received  an  M-­‐score  above  -­‐2.22  

50   Source:  ”The  Detec9on  of  Earnings  Manipula9on”  (Messod  D.  Beneish,  1999)  

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Quan9ta9ve  value  inves9ng  strategy  

§  Quan9ta9ve  methods  can  be  used  to  efficiently  u9lize  different  value  inves9ng  strategies  based  on  fundamental  informa9on:  

–  F-­‐score  (Piotroski)  –  Magic  Formula  (Greenblaj)  –  ERP5  (Vanstraceele  &  Allaeys)  –  Net  Current  Asset  Value  (Benjamin  Graham)  –  Tiny  Titans  (O’Shaughnessy)  –  Value  Composite  One  (O’Shaughnessy)  

§  For  example,  Piotroski  F-­‐score  measures  a  company’s  profitability,  leverage  and  opera9on  efficiency  by  u9lizing  nine  different  factors  (e.g.  ROA,  OCF,  profit  margin,  long-­‐term  debt  development)  

51  

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52  

What  has  worked  in  equity  inves9ng?  Successful  investment  strategies  

What  causes  undervalua9on?  Influencing  factors  

How  to  improve  investment  returns?  U9liza9on  of  quan9ta9ve  methods  

”It’s  a  bumpy  road  ahead”  Nothing  is  perfect  

HCP  Quant  Fund  Investment  System  

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Nothing  works  all  the  9me  

§  One  must  keep  in  mind  that  even  though  a  good  investment  strategy  works  most  of  the  9me,  it  doesn’t  mean  it  will  work  all  the  9me  

§  Even  the  best  investment  methods  encounter  periods  of  lower  returns,  some9mes  con9nuing  for  years  

§  The  fact  that  an  investment  strategy  doesn’t  always  work  makes  it  possible  that  it  will  work  in  the  future  

–  All  investors  would  use  the  same  strategy  if  one  strategy  would  always  work  without  a  risk  

–  During  periods  of  poor  returns,  some  investors  abandon  the  strategy  §  Ouen  this  occurs  right  before  the  strategy  starts  producing  excess  returns  again  

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Nothing  works  all  the  9me  

70  %  of  poreolio  managers  who  have  generated  excess  returns  of  over  3  %  p.a.  have  underperformed  the  markets  for  three  years  or  longer  

54   Source:  ”Value  Inves9ng:  Tools  and  Techniques  for  Intelligent  Investment”  (James  Mon9er,  2009)  

*  Figure  14.6  uses  a  constructed  universe  where  all  the  fund  managers  have  3  %  alpha  and  6  %  tracking  error.  I  then  let  the  make-­‐believe  managers  run  money  for  50  years.  The  chart  illustrates  the  frequency  of  years  of  back-­‐to-­‐back  underperformance.  Around  70  %  of  the  make-­‐believe  fund  managers  displayed  3  or  more  years  of  underperformance!  –James  Mon9er  

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Nothing  works  all  the  9me  

Goyal  and  Wahal  studied  in  2005  the  hiring  and  firing  of  four  thousand    poreolio  managers  managing  funds  for  pension  funds  in  the  U.S.  between  1993  and  2003*  

55   Source:  ”Value  Inves9ng:  Tools  and  Techniques  for  Intelligent  Investment”  (James  Mon9er,  2009)  

*  More  accurate  informa9on  can  be  found  in  ”The  Selec9on  and  Termina9on  of  Investment  Management  Firms  by  Plan  Sponsors”  (Amit  Goyal  &  Sunil  Waha,  2005)  

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Nothing  works  all  the  9me  

§  A  pension  fund  tradi9onally  hired  a  poreolio  manager  with  14  %  excess  returns  in  the  last  three  years  

§  Poreolio  managers  who  got  fired  due  to  poor  performance  generated  5  %  excess  returns  in  three  years  auer  being  fired  

§  This  indicates  well  how  painful  periods  of  underperformance  are  §  A  period  of  underperformance  has  historically  always  been  followed  by  outperformance,  

which  compensates  for  the  previous  poorer  returns  §  Even  HCP  Quant  fund  can  be  expected  to  have  periods  of  underperformance,  which  have  

historically  been  two  to  three  years  at  their  worst  

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Nothing  works  all  the  9me  

§  The  best  performing  fund  of  the  decade  in  the  U.S.  at  the  end  of  2009  was  CGM  Focus  Fund  §  The  fund  returned  on  average  18.2  %  p.a.  over  the  decade  §  A  typical  fund  investor  lost  -­‐11  %  p.a.  §  This  is  because  investors  invested  in  the  fund  auer  a  good  period  and  took  their  money  out  

during  a  poor  period  §  Timing  is  extremely  difficult,  if  not  impossible  §  According  to  different  studies,  investors  who  try  to  9me  the  markets  perform  worse  than  

others  §  Even  the  best  fund  doesn’t  help  the  investor,  if  the  investor  cannot  tolerate  price  

fluctua9ons  

57   Source:  ”Best  Stock  Fund  of  the  Decade:  CGM  Focus”  (Eleanor  Laise,  The  Wall  Street  Journal,  31.12.2009)  

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Individual  investor’s  tax  shield  

§  HCP  Quant  fund’s  investment  strategy’s  stock  turnover  ra9o  is  high  §  A  typical  stock  is  held  in  the  poreolio  from  six  months  to  a  year  §  An  individual  investor  paying  taxes  in  Finland  has  a  capital  gains  tax  of  30/33  %  §  The  funds  returns  are  tax-­‐free  §  In  a  fund-­‐based  investment  strategy  compounding  effect  is  emphasized  because  the  investor  

pays  taxes  only  when  withdrawing  money  §  The  same  investment  strategy  is  more  profitable  for  a  long  term  individual  investor  as  a  fund  

than  if  invested  individually  

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Summary  of  HCP  Quant  

§  A  non-­‐UCITS  fund  inves9ng  in  small-­‐  and  mid-­‐cap  stocks  §  Invests  in  global  developed  and  emerging  market  stocks  (Europe,  USA,  Asia,  Australia)  §  U9lizes  quan9ta9ve  investment  methods  in  inves9ng,  with  a  goal  to  avoid  human  limita9ons  §  Focuses  investments  in  a  few  dozen  stocks  analyzed  to  be  the  best  of  class  §  Doesn’t  use  the  typical  market  weighted  poreolio  weigh9ng  §  Is  built  on  a  strong  scien9fic  research;  uses  proven  successful  investment  strategies,  which  

can  be  assumed  to  perform  well  in  the  long  run  

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Poreolio  manager’s  realized  returns  

60  

Blue  =  HCP  Quant  strategy’s  realized  returns  Red  =  S&P  500  Total  Return  index  in  euros  Purple  =  MSCI  ACWI  SMID  Value  Total  Return  index  in  euros  (global  small-­‐  and  mid-­‐cap  value  stock  index,  HCP  Quant  fund’s  benchmark  index)  Green  =  S&P  350  Europe  Total  Return  index  in  euros  

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HCP  Quant  Sta9s9cs  (in  EUR  terms)  

MONTHLY  PERFORMANCE  (AFTER  ALL  FEES  AND  COSTS)  

JAN   FEB   MAR   APR   MAY   JUN   JUL   AUG   SEP   OCT   NOV   DEC   YTD  

2015   4.85%   3.20%   7.65%   (0.43)%   4.08%   (8.39)%   10.59%  

2014   3.73%   9.60%   5.85%   3.08%   (0.17)%   (1.65)%   (0.36)%   2.05%   (5.55)%   1.42%   0.16%   3.18%   22.59%  

2013   8.00%   9.43%   7.73%   (1.81)%   (1.15)%   (7.73)%   3.05%   (8.24)%   9.33%   7.43%   9.06%   0.27%   38.49%  

2012   16.11%   9.82%   (6.20)%   1.11%   (10.11)%   3.49%   16.66%   (0.75)%   0.10%   (2.10)%   9.55%   5.08%   46.94%  

2011   7.73%   0.87%   1.74%   1.97%   3.42%   (4.67)%   (6.00)%   (11.41)%   (10.77)%   10.17%   (7.78)%   3.11%   (13.48)%  

2010   17.65%   (4.73)%   18.10%   32.37%  

ANNUALISED  RETURN  

STANDARD  DEVIATION  

SHARPE    RATIO  

SORTINO  RATIO  

31.0%   24.5%   1.1   2.1  

Past  performance  is  not  indica9ve  of  future  performance.  HCP  Quant  strategy  commenced  opera9ons  4.10.2010.  The  strategy  has  been  opera9ng  under  a  mutual  fund  structure  since  30.6.2014.  The  returns  for  the  period  4.10.2010  –  30.6.2014  are  gross  returns  (returns  before  HCP  fees).  The  returns  auer  30.6.2014  are  net  returns  (returns  auer  all  fees).  The  return  numbers  are  calculated  in  euros.  Libor  EUR  3-­‐months  was  used  to  calculate  the  risk  free  rate.  As  at    30.6.2015  

12  MONTH   6  MONTH   3  MONTH   1  MONTH  

11.3%   10.6%   (5.1)%   (8.4)%  

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Independent  Risk  Management  

§  Investment  risk  –  Poreolio  manager  controls  risk  in  line  with  poreolio  strategy  –  HCP  Investment  commijee  with  two  persons  independent  from  the  poreolio  manager  

controlls  risk  with  self-­‐standing  methodology  §  Maximum  two  investment  with  20%  weight,  rest  with  maximum  10%  weight    §  Liquidity  management  for  quarterly  liquidity  with  a  one  month  no9ce  

§  Monitoring  of  counterparty  risk  

§  Monitoring  of  vola9lity  on  different  9mescales  

§  Internal  opera9onal  risk  –  Independent  Prime  Broker  (SEB,  Interac9ve  Brokers)  –  Auditor   given   real   9me   access   to   auditable   transac9on   and   poreolio   data.   Regular  

checks  into  NAV,  at  a  minimum  every  two  months  (EY).  Annual  audit.  –  Custodian   given   real   9me   access   to   auditable   transac9on   and   poreolio   data.   Regular  

checks  into  NAV,  at  a  minimum  one  overall  audit  annually  (SEB)  

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The  Fund  Management  Team  Pasi  Havia  –  PorUolio  Manager  of  Quant  Fund  §  Pasi  joined  Helsinki  Capital  Partners  in  2013  where  he  manages  the  quan9ta9ve  strategy  fund,  HCP  

Quant.  Previously  he  hold  senior  souware  engineering  roles  in  companies  such  as  Nokia,  Mobilespot  and  Travelbuddy  Ltd  and  started  inves9ng  through  self-­‐built  quan9ta9ve  investment  models  in  2010.    

§  Pasi  has  also  published  a  book  about  personal  wealth  management  and  writes  widely  read  investment  blog  in  Finland.  He  studied  Informa9on  Processing  Science  and  Finance  at  the  University  of  Oulu,  Finland  

§  He  has  10  years  of  investment  experience.    §  Poreolio  manager  has  personally  used  the  strategy  since  4.10.2010  §  Realized  returns  net  of  transac9on  fees  is  +205  %  (as  of  30.6.2015)  §  “I  had  worked  over  a  decade  with  soGware  development  before  I  became  part  of  the  HCP  team.  Joining  

both  the  soGware  and  invesAng  industry  happened  because  of  a  genuine  and  deep  interest  in  the  subjects.  I  found  my  way  to  HCP  when  I  realised  how  my  and  the  company’s  values  are  aligned.  I  respect  HCP’s  way  to  operate  openly  and  honestly;  things  are  said  as  they  truly  are.  I  want  to  be  part  of  building  an  asset  management  company  that  puts  the  customers’  needs  first”.    

   Phone  +358  9  68988  472  [email protected]    

   Kaapelitehdas,  Tallberginkatu  1  D  5th  floor,  00180  Helsinki,  Finland  Tel  +358  9  689  88  481  Fax  +358  9  689  88  475  hjp://www.helsinkicapitalpartners.fi/      

 

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Service  Providers  

§  Legal  structure    Alterna9ve  Investment  Fund  (AIF)  §  Domicile      Finland  §  Fund  Manager    Helsinki  Capital  Partners  Fund  Management  Company  Ltd  §  Custodian    Skandinaviska  Enskilda  Banken  (SEB),  Finland  §  Auditor      Ernst  &  Young,  Finland  (EY)  §  Legal  Advisor      EY,  Finland  §  Fund  Administrator  Real  Time  Access  by  EY  and  SEB  into  auditable  transac9on  and  

     poreolio  data  of  HCP  Fund  administra9on.  Regular,  at  minimum        bi-­‐monthly,  checks  into  NAV  by  EY.  Annual  audit  (SEB  and  EY).  

   

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s  

Asset  management  to  be  proud  of.  

June 2015