DocumentCode
569724
Title
Prior Distribution of Missile Range Trial Successive Test Data Based on Random Weighting
Author
Sun, Jin ; Li, Guolin ; Xu, Cheng
Author_Institution
Naval Aeronaut. & Astronaut. Univ., Yantai, China
fYear
2012
fDate
17-19 Aug. 2012
Firstpage
1163
Lastpage
1166
Abstract
Aiming at the small sample of missile range trial successive test data, a random weighting method is used to get the prior distribution function of population´s parameter with the known prior information under the situation that the parameters´ format of general distribution is unknown. Bayesian method is adopted to determine the posterior distribution by using the prior information, population information and sample information. The illustration shows that this method can greatly improve the accuracy of statistic inference, and overcome the shortage of small sample size.
Keywords
Bayes methods; aerospace testing; missile guidance; statistical analysis; Bayesian method; missile range trial successive test data; parameters format; population information; population parameter; posterior distribution; prior distribution function; prior information; random weighting; statistic inference; Bayesian methods; Density functional theory; Estimation; Gaussian distribution; Missiles; Sociology; Statistics; Missile Range Trial; Prior Distribution; Random Weighting Method; Small Sample;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational and Information Sciences (ICCIS), 2012 Fourth International Conference on
Conference_Location
Chongqing
Print_ISBN
978-1-4673-2406-9
Type
conf
DOI
10.1109/ICCIS.2012.212
Filename
6301321
Link To Document