Evaluating Forecast Performance of Market-based Measures of Inflation Expectations in Europe, Accessible Data

Figure 1. Forecast errors for euro-area inflation at the 1-year horizon
Forecast Percentage Points
Swap 2.59
FinNK 2.59
FRB TS Model 2.56
SPF 2.92
BlueChip 3.04
Consensus 3.82
Random Walk 2.96

Note: This figure presents the root-mean-squared forecast error from various inflation forecasts. The “Swap” bar presents the forecast error derived from inflation swaps after adjusting for indexation lag. The “FRB TS Model” and “FinNK” bars present forecast errors after adjusting the swap-based forecast for inflation risk premiums derived from the FRB staff term structure model and from the methodology in Mertens and Zhang (2023), respectively. The “SPF” bar, “Blue Chip” bar and the “Consensus” bar present the forecast performance of inflation forecast from the Survey of Professional Forecasters, the Blue Chip survey and the Consensus Economics survey, respectively. The “Random Walk” bar presents the forecast performance of a random walk forecast that equals the last observed one-year inflation rate on each date.

Source: Bloomberg, Blue Chip Financial Forecasts, Consensus Economics, Survey of Professional Forecasters, FRB staff calculations

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Figure 2. Forecast errors for U.K. inflation at the 1-year horizon
Forecast Percentage Points
Swap 2.12
FinNK 2.10
FRB TS Model 2.20
BOE 2.67
BlueChip 3.09
Consensus 4.27
Random Walk 2.91

Note: This figure present the root-mean-squared forecast error from various inflation forecasts. The “Swap” bar presents the forecast error derived from inflation swaps after adjusting for indexation lag. The “FRB TS Model” and “FinNK” bars present forecast errors after adjusting the swap-based forecast for inflation risk premiums derived from the staff term structure model and from the methodology in Mertens and Zhang (2023), respectively. The “Blue Chip” bar and the “Consensus” bar present the forecast performance of inflation forecast from the Blue Chip survey and the Consensus Economics survey, respectively. The “BOE” bar presents the forecast performance of the inflation forecast from the Bank of England based on market expectations of their policy rate. The “Random Walk” bar presents the forecast performance of a random walk forecast that equals the last observed one-year inflation rate on each date.

Source: Bloomberg, Blue Chip Financial Forecasts, Consensus Economics, Bank of England, FRB staff calculations

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Figure 3. 1-year inflation forecasts vs. realized inflation

Percent

Year/Quarter Euro Area United Kingdom
Realized Inflation BlueChip Swap Realized Inflation BlueChip Swap
2014 Q1 -0.40 1.10 1.12 0.10 2.30 1.96
2014 Q2 0.12 1.90 0.57 -0.03 2.32 1.86
2014 Q3 0.01 1.07 0.93 0.03 2.25 2.05
2014 Q4 0.10 1.50 0.41 0.10 2.25 1.65
2015 Q1 0.01 0.50 -0.44 0.33 1.30 0.71
2015 Q2 -0.15 1.20 0.20 0.33 1.32 0.95
2015 Q3 0.22 0.26 0.66 0.70 1.05 1.41
2015 Q4 0.70 0.90 0.35 1.20 1.05 0.82
2016 Q1 1.74 0.90 0.41 2.17 1.10 0.97
2016 Q2 1.48 1.92 0.38 2.76 1.50 1.36
2016 Q3 1.41 0.61 0.60 2.81 1.42 1.99
2016 Q4 1.37 1.05 0.74 3.02 1.65 2.10
2017 Q1 1.18 1.30 1.45 2.71 2.30 2.71
2017 Q2 1.59 2.25 0.50 2.42 2.70 2.72
2017 Q3 1.99 1.57 1.05 2.51 2.30 2.75
2017 Q4 1.82 1.92 1.17 2.26 2.36 2.46
2018 Q1 1.17 1.50 1.53 1.85 2.50 2.37
2018 Q2 1.44 2.39 1.06 2.02 2.77 2.01
2018 Q3 1.10 1.27 1.34 1.85 2.46 2.34
2018 Q4 0.83 1.81 1.57 1.40 2.24 2.12
2019 Q1 1.02 1.60 0.97 1.66 2.10 2.11
2019 Q2 0.10 2.83 2.38 0.68 2.55 2.38
2019 Q3 -0.18 1.21 0.71 0.62 1.99 2.26
2019 Q4 -0.41 1.44 0.56 0.58 2.01 2.12
2020 Q1 0.96 1.30 1.53 0.65 1.70 1.68
2020 Q2 1.79 1.51 -1.00 2.75 1.32 1.51
2020 Q3 2.83 0.92 0.19      
2020 Q4 4.68 1.30 0.65 4.89 1.58 2.42
2021 Q1 6.23 0.90 1.87 6.20 1.40 2.54
2021 Q2 8.19 1.22 1.05 9.15 1.91 2.57
2021 Q3 9.48 0.35 1.74 10.01 1.48 3.13
2021 Q4 10.13 0.99 2.53 10.75 1.93 5.29
2022 Q1 8.09 2.80 2.85 10.18 4.20 5.43
2022 Q2 6.19 4.71 5.16 8.44 6.26 8.77
2022 Q3 4.91 3.25 5.97 6.71 5.52 6.81
2022 Q4 2.54 4.87 4.45 4.39 6.85 7.58

Note: These figures present the time series of the swap-based inflation forecast, the Blue Chip inflation forecast, and the realized CPI inflation. The realized inflation line is shifted by 1-year to line up with the date the forecasts were made. The inflation swap-based forecast is corrected for indexation lag and plotted with a 1-quarter lag to reflect the appropriate reference horizon. The left panel presents time series for the euro area, and the right panel presents time series for the United Kingdom.

Source: Haver Analytics, Bloomberg, Blue Chip Financial Forecasts, FRB staff calculations

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Figure 4. Forecast errors at longer horizons

Euro Area, 5-year Horizon

Forecast Percentage Points
Swap 1.12
SPF 1.06
FinNK 1.13
FRB TS Model 1.13
Consensus 1.48

United Kingdom, 2-year Horizon

Forecast Percentage points
Swap 2.46
BOE 2.68
FinNK 2.25
FRB TS Model 2.50
Consensus 3.38

Note: This figure present the root-mean-squared forecast error from various inflation forecasts. The “Swap” bar presents the forecast error derived from inflation swaps after adjusting for indexation lag. The “FRB TS Model” and “FinNK” bars present forecast errors after adjusting the swap-based forecast for inflation risk premiums derived from the staff term structure model and from the methodology in Mertens and Zhang (2023), respectively. The “SPF” bar and the “Consensus” bar present the forecast performance of inflation forecast from the Survey of Professional Forecasters and the Consensus Economics survey, respectively. The “BOE” bar presents the forecast performance of the inflation forecast from the Bank of England based on market expectations of their policy rate. The “Random Walk” bar presents the forecast performance of a random walk forecast that equals the last observed one-year inflation rate on each date.

Source: Bloomberg, Survey of Professional Forecasters, Consensus Economics, Bank of England, FRB staff calculations

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Last Update: July 19, 2024