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Bitcoin plunged by 30% on May 19, 2021. We examine the outage the largest crypto exchange Binance experienced during the crash, when it halted trading for retail clients and stopped providing transaction data. We find evidence that Binance back-filled these missing transactions with data that...
Persistent link: https://www.econbiz.de/10013446638
A random variable X is digit-regular (respectively, significant-digit-regular) if the probability that every block of k given consecutive digits (significant digits) appears in the b-adic expansion of X approaches b &supk; as the block moves to the right, for all integers b 1 and k ? 1. Necessary...
Persistent link: https://www.econbiz.de/10010263122
This paper presents two new tools for the identification of faking interviewers in surveys. One method is based on Benford?s Law, and the other exploits the empirical observation that fakers most often produce answers with less variability than could be expected from the whole survey. We focus...
Persistent link: https://www.econbiz.de/10010277054
First and higher order digits in data sets of natural and socio-economic processes often follow a distribution called Benford's law. This phenomenon has been used in many business and scientific applications, especially in fraud detection for financial data. In this paper, we analyse whether...
Persistent link: https://www.econbiz.de/10010295869
Survey data are potentially affected by cheating interviewers. Even a small number of fabricated interviews might seriously impair the results of further empirical analysis. Besides reinterviews some statistical approaches have been proposed for identifying fabrication of interviews. As a novel...
Persistent link: https://www.econbiz.de/10010301369
A sequence of real numbers (xn) is Benford if the significands, i.e. the fractionparts in the floating-point representation of (xn), are distributed logarithmically.Similarly, a discrete-time irreducible and aperiodic finite-state Markov chain withprobability transition matrix P and limiting...
Persistent link: https://www.econbiz.de/10010325878
The business reporting standard XBRL offers the opportunity to easily extract and analyze a sufficient number of monetary items out of single annual reports for statistical analysis purposes. Using XBRL 10-K reports filed with the SEC EDGAR system, we derive first digit distributions for single...
Persistent link: https://www.econbiz.de/10010327520
Many surveys on sensitive topics such as tax evasion suffer from the reluctance of respondents to provide truthful answers which can cause downward-biased estimates. This paper addresses this problem by making use of a recent survey method (Crosswise Model) designed to provide positive...
Persistent link: https://www.econbiz.de/10010409375
The demand for transparency and reliability of information from nonprofit organisations has surged as stakeholders increasingly use nonprofit financial information for contracting and regulating decisions. Contrary to previous studies, we theoretically show that attempts to enhance the...
Persistent link: https://www.econbiz.de/10012145123
Recent high-profile scandals related to misuse of funding and donations have raised the demand for scrutiny over financial transparency and operational activities of non-profit organizations in developed countries. Our analysis challenges the common practice in the sector of using programme...
Persistent link: https://www.econbiz.de/10012145143