Luxembourg Loans To Private Sector
Luxembourg · Monthly series · EC-LU-LPS
Latest, September 2026
22.73B EUR
+1.5% from August 2026
Forecast
Forecast for September 2027: 22.44B EUR, with an 80% interval of 19.22B EUR to 25.43B EUR.
| Period | Forecast | 80% low | 80% high |
|---|---|---|---|
| October 2026 | 22.71B EUR | 21.91B EUR | 23.49B EUR |
| November 2026 | 22.67B EUR | 21.42B EUR | 23.83B EUR |
| December 2026 | 22.65B EUR | 21.86B EUR | 23.36B EUR |
| January 2027 | 22.62B EUR | 21.55B EUR | 23.57B EUR |
| February 2027 | 22.59B EUR | 21.33B EUR | 23.71B EUR |
| March 2027 | 22.57B EUR | 21.01B EUR | 23.97B EUR |
| April 2027 | 22.54B EUR | 20.51B EUR | 24.42B EUR |
| May 2027 | 22.52B EUR | 19.90B EUR | 24.89B EUR |
| June 2027 | 22.49B EUR | 19.86B EUR | 24.95B EUR |
| July 2027 | 22.47B EUR | 19.75B EUR | 25.05B EUR |
| August 2027 | 22.46B EUR | 19.61B EUR | 25.11B EUR |
| September 2027 | 22.44B EUR | 19.22B EUR | 25.43B EUR |
AI confidence
Mixed evidenceThe tests show no consistent, material advantage over the no-change baseline.
Model: Agentic Investor TSFM (foundation model)
- Accuracy vs naive
- +13%Beats the no-change baseline over 12 tests (12 tests, 6 won)
- Direction
- 59%No clear edge over a coin flip (85 of 144 calls right in 12 tests)
- Turning points
- 10 of 63Anticipated some turns (63 turns in 12 tests, 0 without a turn)
- Error vs baseline
- 13% lowerError ratio 0.87; 1.00 is a tie.
- Tests won
- 6 / 12Complete rolling backtests; ties count as no win.
- Test period
- 2014-10-01 to 2026-09-0112 observations ahead per test.
- 80% band coverage
- 80%Observed outcomes inside the band across all stored test windows.
- Band coverage uses all stored test windows, including model-selection windows when present; it does not determine the confidence label.
- Evaluated 2026-11-15 against the cached history through 2026-09-01.
- This is an evaluation of the serving model; it does not establish a winner across four model classes.
How this assessment is made
AI confidence describes historical evidence for this forecast, not a probability of being correct. Each backtest fits on data available before its test window. The baseline carries the last value forward. Supported evidence requires at least six complete, non-overlapping tests, an error ratio below 0.90 (rounded to two decimals), and wins in a majority of tests. Ratios from 0.90 to below 1.10 are on par; 1.10 or above is weak evidence. Inconsistent wins produce mixed evidence. For a selected model, only the recent tests excluded from model selection determine this label. These are historical simulations using the available data, not a live trading track record; revisions and foundation-model pretraining can limit how closely they reproduce a past decision. Past performance can change.
Model comparison
Comparison pendingA new ticker first receives its serving model's forecast and evaluation. An eligible nightly batch can compare both candidates, subject to call budgets and retry limits.
Reading
It is above 13% of the 119 earlier readings since October 2016.
Recent history (24 observations)
| Period | Value |
|---|---|
| September 2026 | 22.73B EUR |
| August 2026 | 22.39B EUR |
| July 2026 | 22.57B EUR |
| June 2026 | 22.52B EUR |
| May 2026 | 22.40B EUR |
| April 2026 | 22.58B EUR |
| March 2026 | 23.18B EUR |
| February 2026 | 22.83B EUR |
| January 2026 | 22.74B EUR |
| December 2025 | 22.99B EUR |
| November 2025 | 23.48B EUR |
| October 2025 | 23.87B EUR |
| September 2025 | 23.68B EUR |
| August 2025 | 23.88B EUR |
| July 2025 | 23.04B EUR |
| June 2025 | 22.69B EUR |
| May 2025 | 22.03B EUR |
| April 2025 | 22.14B EUR |
| March 2025 | 23.40B EUR |
| February 2025 | 23.36B EUR |
| January 2025 | 23.89B EUR |
| December 2024 | 24.08B EUR |
| November 2024 | 24.62B EUR |
| October 2024 | 25.07B EUR |
Source
Data: public market data feeds.
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