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One of the perceived advantages of difference-in-differences (DiD) methods is that they do not explicitly restrict how units select into treatment. However, when justifying DiD, researchers often argue that the treatment is "quasi-randomly" assigned. We investigate what selection mechanisms are...
Persistent link: https://www.econbiz.de/10013362377
This paper is concerned with problem of variable selection and forecasting in the presence of parameter instability. There are a number of approaches proposed for forecasting in the presence of breaks, including the use of rolling windows or exponential down-weighting. However, these studies...
Persistent link: https://www.econbiz.de/10012258549
establish three main theorems on selection, estimation post selection, and in-sample fit. These theorems provide justification …
Persistent link: https://www.econbiz.de/10013494088
effects that arise due to the historical correlations amongst the regressors. For estimation from discrete time data we show …
Persistent link: https://www.econbiz.de/10010199754
We introduce the technique of band spectral panel regression (BSPR) to analyze global linkages across sectors and frequency bands. It relies on decomposing time series —allowably measured in mixed observation frequency— into “deviation cycle” dynamics by frequency band. We use it to...
Persistent link: https://www.econbiz.de/10014485646
We study the estimation of causal treatment effects on demand when treatment is randomly assigned but prices adjust in … constant) using a price instrument. We apply our approach to the estimation of the impact of feature advertising across several …
Persistent link: https://www.econbiz.de/10015404498
The idea that certain economic variables are roughly constant in the long-run is an old one. Kaldor described them as stylized facts, whereas Klein and Kosobud labelled them great ratios. While such ratios are widely adopted in theoretical models in economics as conditions for balanced growth,...
Persistent link: https://www.econbiz.de/10013041372
Business climate indicators are used to receive early signals for turning points in the general business cycle. Therefore methods for the detection of turning points in time series are required. Estimations of slopes of a smooth component in the data can be calculated with local polynomial...
Persistent link: https://www.econbiz.de/10011450892
The paper advances the log-generalized gamma distribution as a suitable generator of conditional skewness. Based on the NYSE composite daily returns an asMA-asQGARCH model along with skewness dynamics is estimated. The results indicate a skewness that varies between sizeable negative skewness...
Persistent link: https://www.econbiz.de/10011398115
An important issue in the analysis of cross-sectional dependence which has received renewed interest in the past few years is the need for a better understanding of the extent and nature of such cross dependencies. In this paper we focus on measures of cross-sectional dependence and how such...
Persistent link: https://www.econbiz.de/10009488893