Empirical mantissa distributions of pulsars

Abstract The occurrence of digits one through nine as the leftmost nonzero digit of numbers from real world sources is often not uniformly distributed, but instead, is distributed according to a logarithmic law, known as Benford’s law. Here, we investigate systematically the mantissa distributions of some pulsar quantities, and find that for most quantities their first digits conform to this law. However, the barycentric period shows significant deviation from the usual distribution, but satisfies a generalized Benford’s law roughly. Therefore pulsars can serve as an ideal assemblage to study the first digit distributions of real world data, and the observations can be used to constrain theoretical models of pulsar behavior.

[1]  G. Gottwald,et al.  On the nature of Benford's Law , 2002 .

[2]  Theodore P. Hill The First Digit Phenomenon , 1998 .

[3]  J. Torres,et al.  How do numbers begin? (The first digit law) , 2007 .

[4]  Jesse L. Barlow,et al.  On roundoff error distributions in floating point and logarithmic arithmetic , 1985, Computing.

[5]  R. A. Raimi,et al.  On the Distribution of First Significant Figures , 1969 .

[6]  Eric Kincanon,et al.  Benford's law and physical constants: The distribution of initial digits , 1991 .

[7]  Alessandro Vespignani,et al.  Explaining the uneven distribution of numbers in nature: the laws of Benford and Zipf , 2001 .

[8]  B. Gaensler,et al.  The evolution and structure of pulsar wind nebulae , 2006, astro-ph/0601081.

[9]  Arno Berger,et al.  Newton's Method Obeys Benford's Law , 2007, Am. Math. Mon..

[10]  D. Lemons On the numbers of things and the distribution of first digits , 1986 .

[11]  T. Hill A Statistical Derivation of the Significant-Digit Law , 1995 .

[12]  B. Schmeiser,et al.  Survival Distributions Satisfying Benford's Law , 2000 .

[13]  Lucas Lacasa,et al.  The first-digit frequencies of prime numbers and Riemann zeta zeros , 2009, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[14]  Theodore P. Hill,et al.  Base-Invariance Implies Benford's Law , 1995 .

[15]  Leonid A. Bunimovich,et al.  One-dimensional dynamical systems and Benford's law , 2004 .

[16]  Roger S. Pinkham,et al.  On the Distribution of First Significant Digits , 1961 .

[17]  L. Shao,et al.  The significant digit law in statistical physics , 2010, 1005.0660.

[18]  Patricia Pepple Williamson,et al.  Detecting Fraud in Data Sets Using Benford's Law , 2004 .

[19]  R. Manchester,et al.  The Australia Telescope National Facility Pulsar Catalogue , 2005 .

[20]  M. Nigrini,et al.  The Use of Benford's Law as an Aid in Analytical Procedures , 1997 .

[21]  Peter Schatte,et al.  On Mantissa Distributions in Computing and Benford's Law , 1988, J. Inf. Process. Cybern..

[22]  Theodore P. Hill,et al.  Regularity of Digits and Significant Digits of Random Variables , 2005 .

[23]  R. A. Raimi The First Digit Problem , 1976 .

[24]  R. LaViolette,et al.  Do dynamical systems follow Benford's law? , 2000, Chaos.

[25]  Z. Ren,et al.  Benford’s law and half-lives of unstable nuclei , 2008 .

[26]  Andrew Cumming,et al.  40 Years of Pulsars : Millisecond Pulsars, Magnetars and More , 2008 .

[27]  B. Buck,et al.  An illustration of Benford's first digit law using alpha decay half lives , 1993 .

[28]  B. Ma,et al.  First Digit Distribution of Hadron Full Width , 2010, 1004.3077.

[29]  Simon Newcomb,et al.  Note on the Frequency of Use of the Different Digits in Natural Numbers , 1881 .

[30]  Arno Berger,et al.  Multi-dimensional dynamical systems and Benford's Law , 2005 .

[31]  M. Stejner,et al.  Pulsars as Astrophysical Laboratories for Nuclear and Particle Physics , 2006, astro-ph/0612054.

[32]  Arno Berger,et al.  Scale-Distortion Inequalities for Mantissas of Finite Data Sets , 2008 .

[33]  Anna M. Rose,et al.  Turn Excel into a Financial Sleuth: An Easy-to-Use Digital Analysis Tool Can Red-Flag Irregularities , 2003 .

[34]  T. Hill The Significant-Digit Phenomenon , 1995 .

[35]  E. Ley On the Peculiar Distribution of the U.S. Stock Indexes' Digits , 1996 .