Analysts versus the random walk in financial forecasting: evidence from the Czech National Bank's Financial Market Inflation Expectations survey

被引:3
作者
Kladivko, Kamil [1 ,3 ]
Osterholm, Par [1 ,2 ]
机构
[1] Orebro Univ, Sch Business, Orebro, Sweden
[2] Natl Inst Econ Res, Stockholm, Sweden
[3] Orebro Univ, Sch Business, S-70182 Orebro, Sweden
关键词
Survey data; out-of-sample forecasts; exchange rates; interest rates; INTEREST-RATES; MODELS;
D O I
10.1080/00036846.2023.2178633
中图分类号
F [经济];
学科分类号
02 ;
摘要
We analyse how financial market analysts' expectations in the Czech National Bank's Financial Market Inflation Expectations survey perform relative to the random-walk forecast when it comes to predicting five financial variables. Using data from 2001 to 2022, our results indicate that the analysts are able to significantly outperform the random-walk forecast in terms of forecast precision for the repo rate and Prague Interbank Offered Rate at the one-month forecasting horizon. For the five- and ten-year interest rate swap rates, the random walk significantly outperforms the analysts at both the one-month and one-year forecasting horizons. For the CZK/EUR exchange rate, the random-walk forecast has a lower root mean squared forecast error than that of the analysts' forecast at the one-month horizon whereas at the one-year horizon the opposite is found; however, none of these differences are statistically significant.
引用
收藏
页码:2077 / 2088
页数:12
相关论文
共 23 条
[1]   On the accuracy of Blue Chip forecasts of interest rates and country risk premiums [J].
Baghestani, Hamid ;
Arzaghi, Mohammad ;
Kaya, Ilker .
APPLIED ECONOMICS, 2015, 47 (02) :113-122
[3]  
Czech National Bank, 2007, CNBS NEW INFL TARG C
[4]  
Czech National Bank, 2018, INFL REP 4 2018
[5]   Forecasting the term structure of government bond yields [J].
Diebold, FX ;
Li, CL .
JOURNAL OF ECONOMETRICS, 2006, 130 (02) :337-364
[6]   COMPARING PREDICTIVE ACCURACY [J].
DIEBOLD, FX ;
MARIANO, RS .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1995, 13 (03) :253-263
[7]  
Dincer N, 2022, INT J CENT BANK, V18, P331
[8]   Term premia and interest rate forecasts in affine models [J].
Duffee, GR .
JOURNAL OF FINANCE, 2002, 57 (01) :405-443
[9]  
ELLIOTT JW, 1979, J FINANC, V34, P975
[10]  
Frankel J.A., 1993, Review of International Economics, V1, P136, DOI [10.1111/j.1467-9396.1993.tb00011.x, DOI 10.1111/J.1467-9396.1993.TB00011.X]