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iShares 20+ Year Treasury Bond ETF

6m ahead

Predictive Factors

Causally predictive factors identified as the most influential for the value of the selected instrument at the time point 6m away:

Hong Kong / U.S. Foreign Exchange Rate USDHKD

2025-01-19T15:19:27.179707 image/svg+xml Matplotlib v3.7.3, https://matplotlib.org/

SPDR S&P 500 ETF

2025-01-19T15:19:27.199649 image/svg+xml Matplotlib v3.7.3, https://matplotlib.org/

Cognizant Technology Solutions Corporation Class A Common Stock

2025-01-19T15:19:27.218662 image/svg+xml Matplotlib v3.7.3, https://matplotlib.org/

Simon Property Group

2025-01-19T15:19:27.239680 image/svg+xml Matplotlib v3.7.3, https://matplotlib.org/

China / U.S. Foreign Exchange Rate USDCNY

2025-01-19T15:19:27.258139 image/svg+xml Matplotlib v3.7.3, https://matplotlib.org/

as of

Our Probabilistic Prediction

We train models based on the identified causal predictors and run them, with each model predicting a set of possible outcomes for the time point 6m away. The sets of possible outcomes are then aggregated.

2025-01-19T15:19:28.041628 image/svg+xml Matplotlib v3.7.3, https://matplotlib.org/
Goodness of Probabilistic Prediction

Test of hypothesis that a sample of the realised probability level is uniformly distributed between 0 and 1 (whitepaper), using significance level 0.001 for the p-value. The user is free to use another significance level e.g. 0.01, 0.05 for the test.

iShares 20+ Year Treasury Bond ETF

🟢 p-value: 0.175 > 0.001

2025-01-19T15:19:28.278573 image/svg+xml Matplotlib v3.7.3, https://matplotlib.org/

Trades

Each model casts a single vote on the likely direction of change. If a trade is executed, the size, in terms of the number of shares or lots, is proportional to the majority vote, and the trade is kept open for the duration of the forecast horizon, which is 6m. This exercise is repeated every day.

The position for the next day, averaged over the sizes of currently opened trades, is as follows

% Up % Down % Un­de­cided
iShares 20+ Year Treasury Bond ETF 52% 28% 16%

with respect to the time point respectively,

Time Value
iShares 20+ Year Treasury Bond ETF Fri 2025-01-17 UTC 87.19

Performance of Past Trades

The Sharpe ratio is calculated on returns measured as the difference between values rather than in percentage, assuming zero trading cost.

iShares 20+ Year Treasury Bond ETF
Active Buy-and-Hold
Sharpe ratio
(the higher the better)
- -
Solvency II Value-at-Risk 99.5%
(the lower the better)
8.16 15.17
2025-01-19T15:19:28.887803 image/svg+xml Matplotlib v3.7.3, https://matplotlib.org/