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Out-of-sample tests are subject to look-ahead bias when a forecaster constructs a model using an intuition derived from … quantitatively demonstrates the unintended look-ahead bias in out-of-sample tests …
Persistent link: https://www.econbiz.de/10013309736
Volatility forecasts play a central role among equity risk measures. Besides traditional statistical models, modern forecasting techniques, based on machine learning, can readily be employed when treating volatility as a univariate, daily time-series. However, econometric studies have shown that...
Persistent link: https://www.econbiz.de/10014236547
It is a common understanding that bankruptcy is not a sudden occurrence for any organizations. Macro and micro economic studies have suggested numerous influential factors, which have substantial evidence toward firm's performance (Bekeris, 2012) and survivability (Nehrebecka & Dzik, 2013). With...
Persistent link: https://www.econbiz.de/10012905006
Campbell and Shiller average 10 years of real S&P 500 earnings to construct its Cyclically Adjusted P/E ratio, or CAPE, which they then use to forecast its future 10-year returns. In essence, Campbell and Shiller kill two birds with one large stone - they use the 10-year average to reduce noise...
Persistent link: https://www.econbiz.de/10012864087
In this research note we report on our current efforts on developing a leading indicator of housing prices that could be used to forecast housing prices. Specifically we use Google search index at city level to predict Case-Shiller index. The methodology is based on Granger causality where we...
Persistent link: https://www.econbiz.de/10013039407
When searching the Finnish Liiga website for statistics, I discovered an interesting statistic called Corsi%-C. It is defined as “...when the score is within a goal in the first two periods and tied in the third period”. (liiga, 2021) Essentially, this is an enhanced version of Corsi for...
Persistent link: https://www.econbiz.de/10013214025
Persistent link: https://www.econbiz.de/10009390152
probability of being realized in real-time. We define state selection bias as arising when real-time environments are ignored. We … estimable using controlled and natural experiments motivated by real-time regression analyses. A bias occurs as a result of …
Persistent link: https://www.econbiz.de/10012934379
This chapter uses the marginal treatment effect (MTE) to unify and organize the econometric literature on the evaluation of social programs. The marginal treatment effect is a choice-theoretic parameter that can be interpreted as a willingness to pay parameter for persons at a margin of...
Persistent link: https://www.econbiz.de/10014024944
In this paper, I examine the forecasting performance of a Bayesian Vector Autoregression (BVAR) model with steady-state prior and compare the accuracy of the forecasts against the forecasts of QPM model and official NBU forecasts over the period 2016q1-2020q1. My findings suggest that inflation...
Persistent link: https://www.econbiz.de/10012440229