Showing 1 - 10 of 225
Identification via heteroskedasticity exploits differences in variances across regimes to identify parameters in … parameter vector. I apply these tools to monetary policy shocks, identified using heteroskedasticity in high frequency data. I …
Persistent link: https://www.econbiz.de/10011952161
We consider robust inference for an autoregressive parameter in a stationary autoregressive model with GARCH innovations when estimation is based on least squares estimation. As the innovations exhibit GARCH, they are by construction heavy-tailed with some tail index κ. The rate of consistency...
Persistent link: https://www.econbiz.de/10012946453
Identification via heteroskedasticity exploits differences in variances across regimes to identify parameters in …, identified using heteroskedasticity in high frequency data. I detect weak identification in daily data, causing standard …
Persistent link: https://www.econbiz.de/10012896382
Conditional heteroskedasticity of the error terms is a common occurrence in financial factor models, such as the CAPM … and Fama-French factor models. This feature necessitates the use of heteroskedasticity consistent (HC) standard errors to … conditional heteroskedasticity is pronounced and that WLS and ALS can dramatically shorten confidence intervals compared to OLS …
Persistent link: https://www.econbiz.de/10014232090
This paper considers the problem of deriving heteroskedasticity and autocorrelation robust (HAR) inference about a …
Persistent link: https://www.econbiz.de/10015190109
This paper extends the statistical inference approach developed in Beach (2016) to look at income changes over different regions of an income distribution. Specifically, it looks at relative-mean earnings (RME) ratios and mean earnings levels for lower earners, middle-class (MC) workers and...
Persistent link: https://www.econbiz.de/10011939444
Persistent link: https://www.econbiz.de/10001739585
This paper is concerned with tests and confidence intervals for parameters that are not necessarily identified and are defined by moment inequalities. In the literature, different test statistics, critical value methods, and implementation methods (i.e., the asymptotic distribution versus the...
Persistent link: https://www.econbiz.de/10014179349
-robust or sandwich standard errors that permit quite general heteroskedasticity and within-cluster error correlation, but …
Persistent link: https://www.econbiz.de/10014053455
This paper presents a new data-driven bandwidth selector compatible with the small bandwidth asymptotics developed in Cattaneo, Crump, and Jansson (2009) for density-weighted average derivatives. The new bandwidth selector is of the plug-in variety, and is obtained based on a mean squared error...
Persistent link: https://www.econbiz.de/10014203492