Forecast
Forward projections from the prediction engine — baseline plus an optimistic/pessimistic band and a confidence interval, per macro indicator. These are PROJECTIONS, not observations: generated from observed history, never a guarantee. A country we hold no projections for is shown honestly.
Forecast
Need it as JSON? GET /api/v1/forecast/country/{iso3}.
Luxembourg: forward projections across 12 macro indicators, horizons 2025, 2027, 2029, 2031, 2034, 2036. These are projections, not observations — each carries an optimistic/pessimistic band and a confidence interval, anchored against the latest observed value where one is held.
Latest observed4.5
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.16 | 7.54 | 0.78 | 3.4 – 4.91 |
| 2029 | 3.48 | 9.33 | -2.38 | 2.11 – 4.84 |
| 2031 | 2.79 | 10.35 | -4.77 | 1.03 – 4.56 |
| 2036 | 1.08 | 11.77 | -9.6 | -1.27 – 3.44 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed191.53(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 150 | 150 | 128.53 | 144.06 – 150 |
| 2027 | 150 | 150 | 112.81 | 136.67 – 150 |
| 2029 | 150 | 150 | 101.99 | 130.09 – 150 |
| 2034 | 150 | 150 | 82.11 | 114.81 – 150 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed93.3bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 115.6bn | 126.9bn | 105.7bn | 112bn – 119.2bn |
| 2029 | 128.6bn | 148.2bn | 111.6bn | 119.1bn – 138.1bn |
| 2031 | 141.6bn | 167bn | 119.6bn | 125.5bn – 157.7bn |
| 2036 | 174.1bn | 210bn | 143bn | 138bn – 210.2bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed0.36(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.74 | 9.1 | -4.63 | 0.49 – 3 |
| 2029 | 2.05 | 12 | -8.99 | -0.17 – 4.27 |
| 2031 | 2.36 | 12 | -10 | -0.57 – 5.29 |
| 2036 | 3.13 | 12 | -10 | -1.25 – 7.5 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed137.8k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 164.7k | 182.4k | 149.3k | 159.6k – 169.8k |
| 2029 | 179.7k | 210.4k | 153.1k | 166.4k – 193k |
| 2031 | 194.8k | 234.4k | 160.4k | 172.7k – 216.9k |
| 2036 | 232.4k | 250k | 183.8k | 184.2k – 250k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed28(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 28.73 | 30.44 | 26.75 | 27.84 – 29.62 |
| 2029 | 30.18 | 33.15 | 26.75 | 27.95 – 32.41 |
| 2031 | 31.63 | 35.47 | 27.2 | 28.04 – 35.22 |
| 2036 | 35.26 | 40.69 | 29 | 27.95 – 42.57 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed159.73(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 150 | 150 | 126.38 | 143.98 – 150 |
| 2027 | 150 | 150 | 109.09 | 136.54 – 150 |
| 2029 | 150 | 150 | 97.18 | 129.92 – 150 |
| 2034 | 150 | 150 | 75.3 | 114.57 – 150 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed2.05(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.96 | 6.44 | -2.85 | 0.93 – 2.98 |
| 2029 | 1.4 | 9.17 | -5 | -0.39 – 3.19 |
| 2031 | 0.84 | 10.87 | -5 | -1.47 – 3.14 |
| 2036 | -0.56 | 13.62 | -5 | -3.87 – 2.74 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed15.38(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 14.88 | 17.44 | 12.67 | 14.28 – 15.48 |
| 2027 | 13.69 | 18.11 | 9.85 | 12.4 – 14.97 |
| 2029 | 12.49 | 18.2 | 7.54 | 10.67 – 14.3 |
| 2034 | 9.5 | 17.58 | 2.5 | 6.83 – 12.17 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed677k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 694.5k | 727.3k | 664k | 673k – 716k |
| 2029 | 709.9k | 743.4k | 678.7k | 657.4k – 762.4k |
| 2031 | 725.3k | 759.6k | 693.5k | 642.9k – 807.6k |
| 2036 | 763.8k | 799.9k | 730.3k | 605.4k – 922.2k |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed-0.34(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | -0.7 | 4.82 | -4.85 | -1.41 – 0 |
| 2027 | -1.33 | 8.24 | -8.51 | -2.59 – -0.07 |
| 2029 | -1.96 | 10.4 | -10 | -3.66 – -0.26 |
| 2034 | -3.52 | 13.95 | -10 | -6.27 – -0.77 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed6.34(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 6.13 | 7.64 | 4.62 | 5.8 – 6.46 |
| 2029 | 6.6 | 9.22 | 3.98 | 5.88 – 7.31 |
| 2031 | 7.06 | 10.44 | 3.68 | 5.98 – 8.14 |
| 2036 | 8.22 | 13.01 | 3.44 | 6.17 – 10.27 |
Method: linear_trend; lookback 6y; horizon 1y; confidence 80%
Generated by the prediction engine (model prediction-engine-v1) on 2026-06-22 from observed history. Projections, not observations — never a guarantee of future values.
Machine-readable: GET /api/v1/forecast/country/LUX · Country page → · Full brief → · API docs
