The Box-Cox transformation is a well known family of power transformations that brings a set of data into agreement with the normality assumption of the residuals and hence the response variable of a postulated model in regression analysis. In this paper we use six different data sets to implement adaptive maximum likelihood Box-Cox transformation parameter estimation in regression analysis. In addition, we perform random permutation and Monte-Carlo simulation to investigate the performances of the adaptive method.
- Page(s): 01-09
- Date of Publication: 31 July 2016
- Mezbahur RahmanMinnesota State University, Mankato, MN 56001, USA.
- Samah Al-thubaitiMinnesota State University, Mankato, MN 56001, USA.
- Reid W BreitenfeldtMinnesota State University, Mankato, MN 56001, USA.
- Jinzhu JiangMinnesota State University, Mankato, MN 56001, USA.
- Elliott B LightMinnesota State University, Mankato, MN 56001, USA.
- Rebekka H MolenaarMinnesota State University, Mankato, MN 56001, USA.
- Mohammad Shaha A PatwaryMinnesota State University, Mankato, MN 56001, USA.
- Joshua A WuolletMinnesota State University, Mankato, MN 56001, USA.
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Mezbahur Rahman, Samah Al-thubaiti, Reid W Breitenfeldt, Jinzhu Jiang, Elliott B Light, Rebekka H Molenaar, Mohammad Shaha A Patwary, and Joshua A Wuollet "A Note on Adaptive Box-Cox Transformation Parameter in Linear Regression" International Journal of Research and Innovation in Applied Science -IJRIAS vol.1 issue 4, pp.01-09 2016
Mobile Adhoc Networks (MANET) is a set of wireless cellular nodes which creates transient network with none infrastructure. The channel is wi-fi, topology is dynamic so, there may be no clear line of defense. due to those motives, MANET constantly stays under extra danger to attacks. The Black hole assault is considered one of such safety issue in MANET. In a Black hole assault a malicious node replies with having a shortest path to destination and drops the send packet by way of supply node in preference to forwarding it to the vacation spot node. on this paper, we propose 2-tier trust based model to preventattacks by using calculating believe cost for source to destination in between hops as well as consider for course and store facts for routing motive. by using depended on routing protocol named 2-tier NTPTSAODV (Node accept as true with course accept as true with comfy AODV) affords at ease network transmission direction. The NTPTSAODV protocol has been implemented and simulated on NS-2. The overall performance of NTPTSAODV has been additionally analyzed with appreciate to Blackhole attack and examine with normal AODV, BAODV and NTPTSAODV.
- Page(s): 10-15
- Date of Publication: 31 July 2016
- Suchita B. PatelPh.D. Student, S. P. University, Assistant Professor, ISTAR College, V.V.Nagar, Gujarat, India
- Dr. Samratvivekanand O KhannaProfessor & Head, MSc(IT) Dept., ISTAR College, V.V Nagar, Gujarat, India
. C.E. Perkins, S,R, Das, and E. Royer: "Ad-I-Ioe on Demand Distance Vector(AODV)", RFC 3561. . Payal N. Raj and Prashant B. Swadas, “DPRAODV: A Dynamic Learning System Against Black Hole Attack InAODV Based Manet”, IJCSI International Journal of Computer Science Issues, Vol. 2, 2009. . Z. Li, A. Das, J. Zhou; "Theoretical Basis for Intrusion Detection"; Proceedings of 6th IEEE Information Assurance Workshop (IAW), 2005 . JENSEN C.D., CONNELL P.O.: „Trust-based route selection in dynamic source routing‟. Proc. Int. Conf. on TrustManagement, Pisa, Italy, May 2006, pp. 150–163 . H. Xia, Z. Jia, X. Li, L. Ju and E.H.M. Sha, “Trust prediction and trust-based source routing in mobile ad hoc networks”, Ad Hoc Networks, 2012, Available online 25 February 2012,https://dx.doi.org/10.1016/j.adhoc.2012.02.009. . Suchita B. Patel, “Blackhole Attack Putting into Practice in AODV Routing Protocol”, International Journal of Mobile & Adhoc Network|Vol 4|issue 4|Nov. 2014, pp. 352-355. . Suchita B. Patel, Dr. Samrat O. Khanna, “Black Hole Attack Detection Solutions Using AODV Protocol for MANET: A Review” International Journal of Computer Networks and Security, ISSN:2051-6878, Vol.24, Issue.1, RECENT SCIENCE PUBLICATIONS ARCHIVES |April 2014|$25.00 | 27703429| PP. 1224-1233. . Asad Amir Pirzada and Chris McDonald. Establishing Trust InPure Ad-hoc Networks. In Proceddings 27th AustralasianComputer Science Conference (ACSC'04), Dunedin, New Zealand,26(1), pages 47-54, January 2004. . A Trusted AODV Routing Protocol for Mobile Ad Hoc Networks.PhD thesis, Department of Computer Science and Engineering,The Chinese University of Hong Kong, 2003. . N. Bhalaji, A. Shanmugam, “A Trust Based Model to MitigateBlack Hole Attacks in DSR Based Manet”, European Journal ofScientific Research, ISSN 1450-216X Vol.50 No.1,2011.
Suchita B. Patel, Dr. Samratvivekanand O Khanna "2-Tier Trust Based Model Forintrusion Detection System in Mobile Adhoc Network" International Journal of Research and Innovation in Applied Science -IJRIAS vol.1 issue 4, pp.10-15 2016