Survival analysis applied to sensory shelf life of foods

被引:138
作者
Hough, G [1 ]
Langohr, K
Gómez, G
Curia, A
机构
[1] Comis Invest Cientificas PCIA, Buenos Aires, DF, Argentina
[2] Univ Politecn Cataluna, Dept Estad & Invest Operat, E-08028 Barcelona, Spain
关键词
shelf-life; sensory; survival analysis; statistics;
D O I
10.1111/j.1365-2621.2003.tb14165.x
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Survival analysis concepts to be used in sensory shelf life studies were introduced, together with the equations necessary for calculations. The survival function was, defined as the probability of consumers accepting a product beyond a certain storage time. Censoring phenomena, a key concept in survival analysis, was defined and has been shown to occur in sensory shelf-life data. Concepts and calculations were applied to a data set obtained from 50 consumers who each tasted seven yogurt samples with different storage times, answering "yes" or "no" to whether they would consume the samples. From this censored data set, nonparametric and parametric models were obtained that allowed shelf-life estimations.
引用
收藏
页码:359 / 362
页数:4
相关论文
共 14 条
[1]   Application of Weibull Hazard analysis to the determination of the shelf life of roasted and ground coffee [J].
Cardelli, C ;
Labuza, TP .
LEBENSMITTEL-WISSENSCHAFT UND-TECHNOLOGIE-FOOD SCIENCE AND TECHNOLOGY, 2001, 34 (05) :273-278
[2]   Determination of the end of shelf-life for milk using Weibull hazard method [J].
Duyvesteyn, WS ;
Shimoni, E ;
Labuza, TP .
LEBENSMITTEL-WISSENSCHAFT UND-TECHNOLOGIE-FOOD SCIENCE AND TECHNOLOGY, 2001, 34 (03) :143-148
[3]  
Gacula M.C., 1984, Statistical methods in food and consumer research
[4]  
GOMEZ G, 2001, 200116 DEP STAT OP R
[5]  
GOMEZ G, 2002, ANAL SUPERVIVENCIA A
[6]   Sensory and microbiological shelf-life of a commercial Ricotta cheese [J].
Hough, G ;
Puglieso, ML ;
Sanchez, R ;
Da Silva, OM .
JOURNAL OF DAIRY SCIENCE, 1999, 82 (03) :454-459
[7]  
Klein JP., 1997, SURVIVAL ANAL TECHNI, V149, P95
[8]  
Kleinbaum D.G.A.K.M., 1996, Survival Analysis a Self-Learning Text
[9]   A study of interval censoring in parametric regression models [J].
Lindsey, JK .
LIFETIME DATA ANALYSIS, 1998, 4 (04) :329-354
[10]  
Meeker W., 1998, STAT METHODS RELIABI