viagra prescription
blindness cialis
viagra wholesale
levitra tablets
cialis prescription
cialis online order
viagra use
levitra alternative
cialis com
cialis europe viagra
cialis uk
viagra online pharmacy
viagra for woman
cialis commercial
cialis testimonials
20mg cialis
cheap generic viagra
generic tadalafil
viagra sample
order viagra
cialis generic viagra
cialis discount
levitra for sale
cialis order
purchase viagra online
tadalafil citrate
online levitra
cialis viagra vs
viagra sales uk
viagra canada
cialis versus viagra
cialis company
viagra commercial
cialis pill
cialis tadalafil
viagra dosage
cialis lowest price
levitra buy
cialis woman
buy viagra
affordable viagra
viagra trial
cialis vs viagra
levitra safe
swine influenza
viagra soft tab
effects of viagra
levitra vs viagra
low cost viagra
cialis mt
levitra purchase
discount viagra online
cialis generic price
cialis review
mail order viagra
cialis generic
cialis generic online
viagra vs cialis
oseltamivir
levitra cheap
levitra
levitra mg
cialis liquid
viagra pill
save on drugs viagra
offender viagra
canada cialis generic
cialis get viagra
levitra online
cheap viagra online
cialis lilly
penisole
cialis soft
cialis sample
levitra order
apotheke cialis
discount levitra
purchase viagra
levitra pills
where to buy levitra
viagra mexico
viagra cialis levitra
cialis why
viagra 50mg
cialis professional
cheap viagra uk
cialis soft tab
cheap cialis
cialis from india
cialis discount generic
cialis soft tabs
cialis discount online
viagra price
cialis open western
viagra online
herbal viagra
levitra dosage
buying viagra
cialis levitra vs
levitra canada
viagra for sale
save on pills
levitra sales
cialis compare viagra
penis growth oil
cialis viagra
order viagra online
pfizer viagra
100mg viagra
discount viagra
cialis levitra
viagra professional
cialis mt tadalafil
levitra drug
cialis europe get
viagra levitra
viagra shop
buy generic viagra
lowest viagra price
viagra substitute
cialis pharmacy
penis extender
viagra sales
cialis price
best price viagra
how viagra works
canada cialis
cialis jelly
viagra information
how does viagra work
cialis online
cialis drug
natural viagra
cialis new viagra
trial viagra
cialis mexican
cheap viagra
cialis effects side
citrate sildenafil
drug viagra
womens viagra
generic levitra
viagra and alcohol
cialis tablet
save on drugs
levitra cost
viagra erection
viagra story
viagra sale
viagra jelly
cialis levitra viagra
woman taking viagra
buying viagra online
viagra soft tabs
medicaid viagra
cialis uprima viagra
viagra side effects
best cialis price
viagra pharmacy
generic viagra
cheap cialis generic
buy cheap cialis
comprare cialis
comprare viagra
cheapest cialis
viagra cialis
viagra research
get viagra
viagra alternative
cialis online pharmacy
cialis compare levitra
generic viagra online
female viagra
cialis purchase
cheapest viagra
cialis online purchase
cialis dosage
cialis experience
canadian cialis
viagra sale online
cialis germany
levitra price
viagra on line
levitra prescription
cialis mexico
cialis sale
where to buy viagra
viagra soft
how levitra works
levitra professional
buy cialis
viagra uk
free porn

What’s behind the drop in mutual fund alpha?

Aug 13th, 2008 | Filed under: CAPM / Alpha Theory, Guest Posts, Retail Investing

Despite the fact that hedge funds have often been described as being synonymous with alpha, they certainly don’t have a monopoly on it.  Naturally, mutual funds have been in the alpha game since the dawn of the fund management industry.  In many ways, the debate over “luck” and ”skill” in mutual funds mirror the tug-of-war between ”hedge fund beta” and “alpha” in Hedgistan.  And, like some studies of hedge fund alpha, new research suggests that mutual fund “skill” is dwindling.  The following review of a recent academic paper on this topic was written by Bob Huebscher, the founder and editor of Advisor Perspectives, an excellent newsletter dedicated to raising these and other issues in the financial advisor community.

Luck versus Skill in Active Mutual Funds

Guest Contribution By: Robert Huebscher, CEO, Advisor Perspectives

A recurring question in the topic of active versus passive management is the degree to which active mutual fund managers who outperform their benchmark can be considered to have done so through skill versus luck.  An academic study, described in an article by Mark Hulbert in the New York Times several weeks ago, answers this question through a new statistical technique.

The study’s authors are Russ Wermers, a professor of finance at the University of Maryland, Laurent Barras of the Swiss Finance Institute, and Oliver Scaillet of the University of Geneva.  We spoke with Professor Wermers on July 25, 2008.

The False Discovery Rate

If all active fund managers were to choose stocks by throwing darts, inevitably some small percentage would deliver alpha, even over some large period of time.  However, they would do so through random luck.  Fund managers are not dart throwers, yet some percentage of them will nonetheless deliver alpha through luck.  Wermers’ tool, known as the False Discovery Rate (FDR), identifies the size of the group delivering alpha through skill, and well as the size of the group failing to deliver alpha through lack of skill.

The FDR technique begins by segregating fund returns into three groups: negative alpha, zero alpha, and positive alpha.  The zero alpha group consists of those funds that earn returns just sufficient to match their benchmark, net of expenses.  They deliver zero alpha to their investors.  Based on the number of funds that exhibit an alpha close to zero, which are almost all funds without skills, the FDR technique estimates the number of funds without skills that end up with positive (or negative) alphas simply by luck (good of bad). Then, it is simply a matter of subtracting the actual size of the positive alpha group from the expected size (based on luck alone) to determine the size of the group of funds that delivered alpha through skill. A similar procedure is used to determine the size of the group that deliver negative alpha (net of expenses) through lack of skills. More…


To continue reading this article please login (at the right) or click here to learn more about accessing our archives.

Leave Comment