About: Evaluation of Rhodotorula Growth on Solid Substrate via a Linear Mixed Effects Model

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Growth of Rhodotorula glutinis and Rhodotorula mucilaginosa was studied under optimal and stress cultivation conditions at 10 and 20°C for 14 days. The method of image analysis was used to determine the size of colonies. The linear mixed effects model implemented in the statistical program S PLUS was applied to analyze repeated measurements. Two-phase kinetics was confirmed and the mean growth rates in the second linear phase under various stress conditions were estimated. The results indicated that R. mucilaginosa had a higher growth rate than R. glutinis under all cultivation conditions. The highest growth rate was observed during cultivation of R. mucilaginosa in media with 2% of NaCl at 20°C. The impact of neglecting the fact that repeated data are not independent and using the classical regression model instead of the mixed effects model was demonstrated through the comparison of confidence intervals for parameters based on both approaches. While the point estimates of the corresponding parameters were similar, the width of confidence intervals differed substantially. Growth of Rhodotorula glutinis and Rhodotorula mucilaginosa was studied under optimal and stress cultivation conditions at 10 and 20°C for 14 days. The method of image analysis was used to determine the size of colonies. The linear mixed effects model implemented in the statistical program S PLUS was applied to analyze repeated measurements. Two-phase kinetics was confirmed and the mean growth rates in the second linear phase under various stress conditions were estimated. The results indicated that R. mucilaginosa had a higher growth rate than R. glutinis under all cultivation conditions. The highest growth rate was observed during cultivation of R. mucilaginosa in media with 2% of NaCl at 20°C. The impact of neglecting the fact that repeated data are not independent and using the classical regression model instead of the mixed effects model was demonstrated through the comparison of confidence intervals for parameters based on both approaches. While the point estimates of the corresponding parameters were similar, the width of confidence intervals differed substantially. (en)
Title	Evaluation of Rhodotorula Growth on Solid Substrate via a Linear Mixed Effects Model Evaluation of Rhodotorula Growth on Solid Substrate via a Linear Mixed Effects Model (en)
skos:prefLabel	Evaluation of Rhodotorula Growth on Solid Substrate via a Linear Mixed Effects Model Evaluation of Rhodotorula Growth on Solid Substrate via a Linear Mixed Effects Model (en)
skos:notation	RIV/29142890:_____/11:#0000014!RIV13-MSM-29142890
http://linked.open...avai/predkladatel	ŠKODA AUTO VYSOKÁ ŠKOLA o.p.s.
http://linked.open...avai/riv/aktivita	N Z
http://linked.open...avai/riv/aktivity	N, Z(MSM6046137305)
http://linked.open...iv/cisloPeriodika	4
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Jarošová, Eva
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	ŠKODA AUTO VYSOKÁ ŠKOLA o.p.s.
http://linked.open...dnocenehoVysledku	198349
http://linked.open...ai/riv/idVysledku	RIV/29142890:_____/11:#0000014
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	growth curves; image analysis; giant colony (en)
http://linked.open.../riv/klicoveSlovo	growth curves giant colony image analysis
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[66F2480948A4]
http://linked.open...i/riv/nazevZdroje	Czech Journal of Food Sciences
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	29
http://linked.open...iv/tvurceVysledku	Jarošová, Eva Patáková, Petra Krulikovská, Tereza
http://linked.open...n/vavai/riv/zamer	Teoretické základy potravinářských a biochemických technologií
issn	1212-1800
number of pages	11 (xsd:int)
is http://linked.open...avai/riv/vysledek of	Evaluation of Rhodotorula Growth on Solid Substrate via a Linear Mixed Effects Model

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