Liquidity Measurement Problems in Fast, Competitive Markets: Expensive and Cheap Solutions
Publication Date
9-29-2012
Abstract
Do fast, competitive markets yield liquidity measurement problems when using the popular Monthly Trade and Quote (MTAQ) database? Yes. MTAQ yields distorted measures of spreads, trade location, and price impact compared with the expensive Daily Trade and Quote (DTAQ) database. These problems are driven by (1) withdrawn quotes, (2) second (versus millisecond) timestamps, and (3) other causes, including cancelled quotes. The expensive solution, using DTAQ, is first-best. For financially constrained researchers, the cheap solution – using MTAQ with our new Interpolated Time technique, adjusting for withdrawn quotes, and deleting economically nonsensical states – is second-best. These solutions change research inferences.
Document Type
Article
Keywords
Millisecond, high-frequency trading, low-latency trading, NBBO, DTAQ, MTAQ, TAQ
Disciplines
Finance
DOI
10.2139/ssrn.2154000
Source
SMU Cox: Finance (Topic)
Language
English
