TY - JOUR
T1 - Moment Generating Function of Current Records Based on Generalized Exponential Distribution with Some Recurrence Relations
AU - Aldallal, Ramy Abdelhamid
N1 - Publisher Copyright:
© 2023 EJPAM All rights reserved.
PY - 2023/1
Y1 - 2023/1
N2 - This paper tries to find some formulas for calculating the moment generating function for upper and lower current records picked from generalized exponential distributed data and the joint moment generating function between them. After that, some formulas are derived from the previous ones to find the moments of each and the product moments of both upper and lower current records. Then, various recurrence relations are established for most of the mentioned formulas. After that, an integral form of the moments of record range is founded followed by a numerical example with simulated data to clarify the effectiveness of the formulas found in the study and how they can make the calculation process easier and faster. Finally, a conclusion part is added, to sum up what has been done and the results.
AB - This paper tries to find some formulas for calculating the moment generating function for upper and lower current records picked from generalized exponential distributed data and the joint moment generating function between them. After that, some formulas are derived from the previous ones to find the moments of each and the product moments of both upper and lower current records. Then, various recurrence relations are established for most of the mentioned formulas. After that, an integral form of the moments of record range is founded followed by a numerical example with simulated data to clarify the effectiveness of the formulas found in the study and how they can make the calculation process easier and faster. Finally, a conclusion part is added, to sum up what has been done and the results.
KW - generalized exponential distribution
KW - lower and upper current records
KW - moment generating function and moments
KW - Record range
KW - recurrence relations
UR - http://www.scopus.com/inward/record.url?scp=85152588943&partnerID=8YFLogxK
U2 - 10.29020/nybg.ejpam.v16i1.4641
DO - 10.29020/nybg.ejpam.v16i1.4641
M3 - Article
AN - SCOPUS:85152588943
SN - 1307-5543
VL - 16
SP - 97
EP - 111
JO - European Journal of Pure and Applied Mathematics
JF - European Journal of Pure and Applied Mathematics
IS - 1
ER -