TY - JOUR
T1 - Equivalence of particle survival model and record value process, and its new application to limit order books
AU - Toyoizumi, Hiroshi
N1 - Publisher Copyright:
© The Operations Research Society of Japan.
PY - 2017/4
Y1 - 2017/4
N2 - The particle survival model, which was originally proposed to analyze the dynamics of species' coexistence, has surprisingly found to be related to a non-homogeneous Poisson process. It is also well known that successive record values of independent and identically distributed sequences have the spatial distribution of such processes. In this paper, we show that the particle survival model and the record value process are indeed equivalent. Further, we study their application to determine the optimal strategy for placing selling orders on stock exchange limit order books. Our approach considers the limit orders as particles, and assumes that the other traders have zero intelligence.
AB - The particle survival model, which was originally proposed to analyze the dynamics of species' coexistence, has surprisingly found to be related to a non-homogeneous Poisson process. It is also well known that successive record values of independent and identically distributed sequences have the spatial distribution of such processes. In this paper, we show that the particle survival model and the record value process are indeed equivalent. Further, we study their application to determine the optimal strategy for placing selling orders on stock exchange limit order books. Our approach considers the limit orders as particles, and assumes that the other traders have zero intelligence.
KW - Applied probability
KW - Last arrival problem
KW - Limit order book
KW - Non-homogeneous Poisson process
KW - Particle survival model
KW - Record value
KW - Zero-intelligence
UR - http://www.scopus.com/inward/record.url?scp=85018450680&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85018450680&partnerID=8YFLogxK
U2 - 10.15807/jorsj.60.101
DO - 10.15807/jorsj.60.101
M3 - Article
AN - SCOPUS:85018450680
SN - 0453-4514
VL - 60
SP - 101
EP - 109
JO - Journal of the Operations Research Society of Japan
JF - Journal of the Operations Research Society of Japan
IS - 2
ER -