) AMONG THE THREE COUNTRIES EXAMINED BY THE INVESTMENT TEAM, WHICH I...

6.) Among the three countries examined by the investment team, which is in the most

attractive phase of the business cycle for equity returns?

A. Hungary

B. Ireland

C. Spain

Rogers

Ted Rogers is the director of a research team that analyzes traditional and non-traditional

sources of energy for investment purposes. For traditional energy sources, a number of high-

frequency historical data series are available. For non-traditional energy sources, the data are

generally quarterly and tend to hide a great deal of the volatility that Rogers knows to exist

because appraised values are used instead of market values. To supplement the quarterly data,

Rogers's team uses an index of the top 30 firms in new and experimental technologies, called

the "NEXT Index." Although not all of the firms in the NEXT are energy firms, the index is

available as a weekly series. However, the NEXT does change its composite mix of firms

frequently as firms in the index fail or are sold to larger firms that are not in the index.

To determine the correlation matrix within the different energy sectors, Rogers's team relies on

a weighted average of correlations derived from multifactor models and historical correlations.

Although the combined experience within the team favors emphasizing the correlations derived

from the multifactor models, historical correlations are given a greater weight within the

weighted average calculations to reduce the future expected performance estimates of different

investment models being considered. This practice of purposefully understating the expected

future performance of these investment models is viewed as a safety measure by the team and

as a way to manage client expectations.

In a recent meeting, the team discussed how using the last two years of historical data for oil-

related industries generated relationships between factors that had not existed in the past. One

member of the team, Steve Phillips, stated: "The relationships reflect the fact that hurricane

activity in the last two years has affected oil concerns worldwide. There is no reason to believe

that such relationships will continue in the future."

Most of the team agreed with Phillips but conceded that a number of clients specifically

requested an analysis of the previous two years of data with an expectation that new trends

were emerging within the industry. The team decided to add more variables to the analysis in

order to show that the relationships the team believed to be significant actually outweighed the

importance of these recently found relationships. After adding several additional variables, the

team found that the model did not improve in predictive ability, but the recently found

relationships were indeed no longer significant.