What?
This help RiskManager to know to which external factors portfolio has more dependency.
Why?
When RiskManager knows important External Factors then he can take informed decisions.
How?
FROM Historical Data get the returns and see the correlation between benchmark returns and portfolio returns.
CODE:-
DATA BENCHMARK_PRICE;
INPUT DATE MMDDYYYY8. FTSE_MIDCAP FTSE_SMALLCAP FTSE_LARGECAP FTSE_REALESTATE PORTFOLIO_PRICE;
DATALINES;
01012008 10 12 2 14 14
01022008 11 14 3 4 15
01032008 13 15 4 5 16
RUN;
DATA BENCHMARK_RETURNS;
SET BENCHMARK_PRICE;
FTSE_MIDCAP_RETURN =(FTSE_MIDCAP -LAG1(FTSE_MIDCAP ))/FTSE_MIDCAP ;
FTSE_SMALLCAP_RETURN =(FTSE_SMALLCAP -LAG1(FTSE_SMALLCAP ))/FTSE_SMALLCAP;
FTSE_LARGECAP_RETURN =(FTSE_LARGECAP -LAG1(FTSE_LARGECAP ))/FTSE_LARGECAP ;
FTSE_REALESTATE_RETURN =(FTSE_REALESTATE-LAG1(FTSE_REALESTATE ))/FTSE_REALESTATE ;
PORTFOLIO_RETURN =(PORTFOLIO_PRICE-LAG1(PORTFOLIO_PRICE ))/PORTFOLIO_PRICE;
RUN;
PROC PRINT DATA=BENCHMARK_RETURNS;
VAR DATE FTSE_MIDCAP_RETURN FTSE_SMALLCAP_RETURN FTSE_LARGECAP_RETURN FTSE_REALESTATE_RETURN PORTFOLIO_RETURN;
RUN;
PROC CORR DATA=BENCHMARK_RETURNS;
VAR FTSE_MIDCAP_RETURN FTSE_SMALLCAP_RETURN FTSE_LARGECAP_RETURN FTSE_REALESTATE_RETURN;
WITH PORTFOLIO_RETURN;
RUN;
RESULT:-
| Pearson Correlation Coefficients, N = 2 Prob > |r| under H0: Rho=0 | ||||
|---|---|---|---|---|
| FTSE_MIDCAP_RETURN | FTSE_SMALLCAP_RETURN | FTSE_LARGECAP_RETURN | FTSE_REALESTATE_RETURN | |
| PORTFOLIO_RETURN |
-1.00000
.
|
1.00000
.
|
1.00000
.
|
-1.00000
.
|
Portfolio_Return is positively correlated with FTSE_SMALLCAP_RETURN &FTSE_LARGECAP_RETURN.
Portfolio_Return is negatively correlated with FTSE_MIDCAP_RETURN & FTSE_REALESTATE_RETURN.
Conclusion:-
When there is a positive return on FTSE_MIDCAP_RETURN, FTSE_REALESTATE_RETURN then Portfolio may have negative impact.
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