Estimate Outcome Value of Doubling Cell Growth Using Fuzzy Regression Method
In this paper, the fundamental concepts used in different disciplines are described and these concepts are written into one common theme: assessing crossness agreement of observation. Focus was given on continuous measurements and methodological approaches for expressing these methods mathematically, both for cases with and without reference. The build method was tested and applied to biological sciences data. The objective of the study was to determine the agreement between the two methods on microorganism data sets in order to determine if they can be used interchangeably and to estimate the fuzzy and bootstrap parameters of the models. The value of interclass correlation (ICC) by using a linear equation is 0.79661 (substantial agreement) and the value of ICC using fuzzy regression equation is 0.82692 (almost perfect agreement).
Keywords:agreement, fuzzy regression, bootstrap, ICC
F. Galton. “Regression Toward Mediocrity in Hereditary Stature”. The Journal of The Anthropological Institute of Institute of Great Britain and Ireland. Vol. 15,pp.246-263, 1894 DOI: https://doi.org/10.2307/2841583
[ J.M. Bland, and D.G. Altman. Comparing Methods of Measuring: Why Plotting difference against standard method is Misleading. The Lancet”. Vol. 346, pp. 1085-1087, 1995 DOI: https://doi.org/10.1016/S0140-6736(95)91748-9
H. Tanaka, and J. Watada. “Possibilistic Linear Systems and Their Application to the Linear Regression Model”. Fuzzy Sets System. Vol. 27. pp. 275-289, 1988 DOI: https://doi.org/10.1016/0165-0114(88)90054-1
J. Kacprzyk, and M. Fedrizzi. “Fuzzy Regression Analysis, Omnitech Press, Warsaw, 1992
A. Schneider, G.. Homme, and M. Bletner. “Linear Regression Analysis: Deutches Arteblatt International”. Vol. 107(44); pp. 776-820, 2010
S. Rautava, R. Luoto, S. Salminen, and E. Isolauri. “ Microbiol Contact during Pregnancy, Intestinal Colonization and Human Disease”. Nat Rev Gastroenterd Hepatol, Vol. 9, pp. 565-76, 2012 DOI: https://doi.org/10.1038/nrgastro.2012.144
W.J. Loeshe. “ Role of Streptococcus Mutans in Human Dental Decay: Mirobiol Rev”. Vol. 50, pp. 538-80, 1986 DOI: https://doi.org/10.1128/MMBR.50.4.353-380.1986
T. Igarashi, A. Yamamoto, and N. Goto. “ PCR for detection and Identification of Streptocccus Sobrinus”. Journal Medical Microbiol. Vol. 49, pp. 1069-1074, 2000 DOI: https://doi.org/10.1099/0022-1317-49-12-1069
R.A. Whiley and D. Beighton. “Current Classification of the Oral Streptococci”. Oral Microbiol Immunol. Vol.13, pp. 195-216, 1998 DOI: https://doi.org/10.1111/j.1399-302X.1998.tb00698.x
S. Hamada and H.D. Slade. “Biology, Immunology and Cariogenicity of Streptococcus Mutans”. Microbiol Rev, Vo. 44, pp. 331-384, 1980 DOI: https://doi.org/10.1128/MMBR.44.2.331-384.1980
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