Table Of ContentBernd Scherer’s Portfolio Construction   The book’s sections focus on:  P
o Portfolio 
and Risk Budgeting 4th Edition provides a    r
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comprehensive and up-to-date treatment of  •  P ortfolio theory, optimisation   o
alternative portfolio construction techniques,  and resampling  lio
 
ranging from traditional methods based on  •  L ower partial moments and  C
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mean-variance and lower partial moments  deviation from normality n
approaches, through Bayesian Techniques, to  •  C  hoices for portfolios and  str
more recent developments such as portfolio   ensuring their stability  uc
re-sampling and stochastic programming  •  R  emoving long-only constraints  tio
solutions using scenario optimization. and estimation error  n   Risk
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  •  R  isk management for asset  n
Fully revised and extended, with the addition  managers d  and
of exercise sections to chapters, the book    Ris
takes in lessons from the financial crisis,  This book is an essential resource for  k
 
providing a seasoned view on how best to  those developing, managing or selling  B Budgeting
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approach portfolio construction. Great  financial products and provides an   d
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care has been taken to illustrate theoretical  up-to-date analysis of current  e
concepts with easy-to-understand examples  portfolio techniques and their  tin
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that can be reproduced by readers to test their  application.  
4
understanding.    th 4th edition
  Now in its fourth edition, Bernd   E
Written primarily for practitioners, including  Scherer’s Portfolio Construction and Risk  d
portfolio managers, consultants, strategists,  Budgeting is a trusted tool for today’s  itio
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marketers and quantitative analysts, Bernd  financial risk managers.  
 
Scherer’s Portfolio Construction and Risk 
By Bernd Scherer
Budgeting will also give an edge to final year 
undergraduates and MBAs looking to expand 
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their knowledge beyond the mean-variance  y
based solutions commonly taught in business   B
e
schools. r
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PEFC Certified
This book has been 
produced entirely from 
sustainable papers that 
are accredited as PEFC 
compliant.
www.pefc.org
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Portfolio Construction and Risk Budgeting
FourthEdition
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Portfolio Construction and Risk Budgeting
FourthEdition
Bernd Scherer
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PublishedbyRiskBooks,aDivisionofIncisiveFinancialPublishingLtd
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ISBN978-1-906348-35-9
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ToKatja,Leonhard,Sebastian,JanaandKatharina
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Contents
AbouttheAuthor ix
Introduction xi
1 APrimeronPortfolioTheory 1
2 ApplicationinMean–VarianceInvesting 51
3 IncorporatingDeviationsfromNormality:LowerPartial
Moments 75
4 PortfolioResamplingandEstimationError 113
5 RobustPortfolioOptimisationandEstimationError 143
6 BayesianAnalysisandPortfolioChoice 165
7 TestingPortfolioConstructionMethodologiesOut-of-Sample 209
8 PortfolioConstructionwithTransactionCosts 223
9 PortfolioOptimisationwithOptions:FromtheStatic
ReplicationofCPPIStrategiestoaMoreGeneralFramework 263
10 ScenarioOptimisation 281
11 Core–SatelliteInvesting:BudgetingActiveManagerRisk 307
12 Benchmark-RelativeOptimisation 337
13 RemovingLong-OnlyConstraints:120/20Investing 375
14 Performance-BasedFees,IncentivesandDynamicTracking
ErrorChoice 389
15 Long-TermPortfolioChoice 417
16 RiskManagementforAsset-ManagementCompanies 439
Index 473
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About the Author
BerndSchererteachesfinanceatEDHECBusinessSchoolandisa
member of EDHEC Risk. He is also on the management board of
theLondonQuantGroup.BeforejoiningEDHEChewasmanaging
directorandglobalheadofQuantitativeAssetAllocationatMorgan
StanleyInvestmentManagement,wherehewasresponsibleforthe
creationofactiveinvestmentstrategieswithincommodities,foreign
exchange,creditandvolatilityproducts.Duringhis16-yearcareer
in asset management he has held various senior positions at Mor-
gan Stanley, Deutsche Bank, Oppenheim Investment Management
andJ.P.MorganInvestmentManagement.Bernd’scurrentresearch
interests focus on signal construction, portfolio optimisation and
assetliabilitymodelling.Hehaswrittensixbooksandmorethan50
publicationsinleadingacademicandpractitionerjournals,suchas
theJournalofBankingandFinance,JournalofFinancialMarkets,Jour-
nalofEconomicsandStatistics,JournalofPortfolioManagement,Finan-
cialAnalystsJournal,JournalofInvestmentManagement,Risk,Financial
Markets and Portfolio Management, Journal of Asset Management, etc.
Bernd holds MBAand MSc degrees from the University of Augs-
burgandtheUniversityofLondon,aswellasaPhDinfinancefrom
theUniversityofGiessen.
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