𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Wealth dynamics: reducing noise in panel data

✍ Scribed by Daniel H. Hill


Book ID
102290902
Publisher
John Wiley and Sons
Year
2006
Tongue
English
Weight
127 KB
Volume
21
Category
Article
ISSN
0883-7252

No coin nor oath required. For personal study only.

✦ Synopsis


Abstract

Although the asset data from the Health and Retirement Study (HRS) is of very high quality, there is sufficient noise to frustrate attempts to study saving behaviour by examining wave‐to‐wave change in wealth. In this research, we attempt to reduce noise by means of reactive‐dependent interviewing in which respondents with large inexplicable changes in assets between 1998 and 2000 are called back by HRS interviewers, presented with their prior reports and asked to reconcile the data. We achieved reconciliation for 1255 households (2479 net‐worth components) and, as a result, the variance in measured change for the entire sample of 11,583 households with the same financial respondents in both waves was cut in half. The empirical validity of the data also appears to have been improved. The correlation of gross change in net worth and income, for instance, increased from an insignificant negative to a highly significant positive value. Although reconciliation of large asset changes marginally improves the goodness of fit of multivariate models, there remains sufficient noise in the asset‐change data to require analysts to employ additional methods to reduce the influence of outliers. Copyright Β© 2006 John Wiley & Sons, Ltd.


πŸ“œ SIMILAR VOLUMES


Reducing correlated noise in fMRI data
✍ Jacco A. de Zwart; Peter van Gelderen; Masaki Fukunaga; Jeff H. Duyn πŸ“‚ Article πŸ“… 2008 πŸ› John Wiley and Sons 🌐 English βš– 506 KB

## Abstract The sensitivity of functional MRI (fMRI) in detecting neuronal activation is dependent on the relative levels of signal and noise in the time‐series data. The temporal noise level within a single voxel is generally substantially higher than the intrinsic NMR (thermal) noise, and the noi

Composite panels for reducing noise in a
✍ Y.S. Choy; K.T. Lau; C. Wang; C.W. Chau; Y. Liu; D. Hui πŸ“‚ Article πŸ“… 2009 πŸ› Elsevier Science 🌐 English βš– 859 KB

The plate silencer [Huang L. Broadband sound reflection by plates covering side-branch cavities in a duct. J Acoust Soc Am 2006;119:2628-38] that consists of an expansion chamber with two side-branch cavities covered by a light panel can achieve a desirable noise reduction in broadband theoretically