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}.
Antigua and Barbuda: forward projections across 9 macro indicators, horizons 2023, 2025, 2027, 2029, 2031, 2032, 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.
| Year |
|---|
| Baseline |
|---|
| Optimistic |
|---|
| Pessimistic |
|---|
| Conf. band |
|---|
| 2027 | -11.62 | -2.85 | -20.38 | -13.59 – -9.64 |
| 2029 | -11.25 | 3.93 | -26.43 | -14.89 – -7.61 |
| 2031 | -10.88 | 8.71 | -30 | -15.75 – -6.01 |
| 2036 | -9.97 | 17.74 | -30 | -17.22 – -2.72 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2023 | 51.29 | 74.76 | 30.96 | 47.12 – 55.47 |
| 2025 | 44.44 | 85.08 | 9.21 | 36.5 – 52.37 |
| 2027 | 37.58 | 90.05 | 0 | 27.07 – 48.08 |
| 2032 | 20.43 | 94.64 | 0 | 6.56 – 34.3 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2.5bn | 2.9bn | 2.2bn | 2.4bn – 2.6bn |
| 2029 | 2.7bn | 3.4bn | 2.2bn | 2.5bn – 2.9bn |
| 2031 | 3bn | 3.8bn | 2.3bn | 2.6bn – 3.3bn |
| 2036 | 3.6bn | 4.8bn | 2.6bn | 2.9bn – 4.3bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.91 | 7.95 | -3.33 | 0.87 – 2.95 |
| 2029 | 0.28 | 10.75 | -8.79 | -1.51 – 2.07 |
| 2031 | -1.35 | 12 | -10 | -3.71 – 1.01 |
| 2036 | -5.43 | 12 | -10 | -9.48 – -1.38 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 22.7k | 27.3k | 18.8k | 21.8k – 23.6k |
| 2029 | 23.6k | 31.4k | 16.8k | 21.6k – 25.7k |
| 2031 | 24.5k | 34.6k | 15.7k | 21.3k – 27.7k |
| 2036 | 26.7k | 41k | 14.3k | 20.7k – 32.7k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 63.86 | 78.48 | 47 | 60.59 – 67.13 |
| 2029 | 58.59 | 83.9 | 29.38 | 51.88 – 65.3 |
| 2031 | 53.32 | 85.99 | 15.61 | 44.02 – 62.61 |
| 2036 | 40.13 | 86.35 | 0 | 26.6 – 53.66 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2023 | 62.43 | 76.63 | 48.22 | 59.25 – 65.6 |
| 2025 | 61.32 | 85.92 | 36.72 | 54.61 – 68.03 |
| 2027 | 60.21 | 91.97 | 28.45 | 50.53 – 69.89 |
| 2032 | 57.44 | 102.36 | 12.53 | 41.38 – 73.51 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.49 | 10.62 | -4.15 | 1.85 – 5.12 |
| 2029 | 5.17 | 17.52 | -5 | 2.18 – 8.15 |
| 2031 | 6.85 | 22.79 | -5 | 2.77 – 10.93 |
| 2036 | 11.05 | 33.59 | -5 | 4.28 – 17.81 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 103.7k | 110.1k | 97.8k | 100.5k – 107k |
| 2029 | 104.8k | 115.9k | 94.6k | 97.1k – 112.6k |
| 2031 | 105.9k | 120.2k | 92.7k | 93.9k – 118k |
| 2036 | 108.7k | 128.8k | 90k | 86.2k – 131.2k |
Method: exponential_smoothing; lookback 10y; 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/ATG · Country page → · Full brief → · API docs