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博文

目前显示的是标签为“Sample Size”的博文

On Modeling and Accuracy Analysis of the Available Bandwidth Measurement Based-on Packet-pair Sampling

Read  full  paper  at: http://www.scirp.org/journal/PaperInformation.aspx?PaperID=52#.VNhy5CzQrzE Author(s)    Jun LIU , Dafang ZHANG , Junhang JIN Affiliation(s) School of Computer and communication, Hunan University, Changsha, P.R.China . School of software, Hunan University, Changsha, P.R.China . School of software, Hunan University, Changsha, P.R.China . ABSTRACT Packet-pair sampling, also called probe gap model (PGM) is proposed as a lightweight and fast available bandwidth measurement method. But measurement tools based on PGM gives results with great uncertainty in some cases. PGM’s statistical robustness has not been proved. In this paper we propose a more precise statistical model based on PGM. We present the new approach by using probability distribution and statistical parameters. We also investigate the use of a PGM bandwidth evaluation method considering a non-fluid cross traffic and present the alternative approac...

Simulation Program to Determine Sample Size and Power for a Multiple Logistic Regression Model with Unspecified Covariate Distributions

Read full paper at: http://www.scirp.org/journal/PaperInformation.aspx?PaperID=52556#.VJtsmcCAM4 Author(s) Naoko Kumagai 1,2* , Kohei Akazawa 3 , Hiromi Kataoka 1 , Yutaka Hatakeyama 1 , Yoshiyasu Okuhara 1 Affiliation(s) 1 Center of Medical Information Science, Kochi Medical School, Kochi University, Kochi, Japan . 2 Integrated Center for Advanced Medical Technologies, Kochi Medical School, Kochi University, Kochi, Japan . 3 Department of Medical Informatics, Niigata University Medical and Dental Hospital, Niigata, Japan . ABSTRACT Binary logistic regression models are commonly used to assess the association between outcomes and covariates. Many covariates are inherently continuous, and have a variety of ...