메뉴 건너뛰기




Volumn 104, Issue 2, 2005, Pages 161-177

Reflections on the use of robust and least-squares non-linear regression to model challenge tests conducted in/on food products

Author keywords

Challenge tests; Listeria monocytogenes; Predictive microbiology; Primary model; Structured food products

Indexed keywords

ARTICLE; BACTERIAL GROWTH; BACTERIUM CONTAMINATION; FOOD CONTAMINATION; GROWTH CURVE; GROWTH RATE; LISTERIA MONOCYTOGENES; NONHUMAN; NONLINEAR REGRESSION ANALYSIS; NORMAL DISTRIBUTION; PROVOCATION TEST; REGRESSION ANALYSIS; SALMON; TECHNIQUE;

EID: 24744464573     PISSN: 01681605     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijfoodmicro.2005.02.014     Document Type: Article
Times cited : (26)

References (74)
  • 2
    • 0034713211 scopus 로고    scopus 로고
    • Modelling the growth rate of Listeria monocytogenes with a multiplicative type model including interactions between environmental factors
    • J.C. Augustin, and V. Carlier Modelling the growth rate of Listeria monocytogenes with a multiplicative type model including interactions between environmental factors International Journal of Food Microbiology 56 2000 53 70
    • (2000) International Journal of Food Microbiology , vol.56 , pp. 53-70
    • Augustin, J.C.1    Carlier, V.2
  • 3
    • 0034713431 scopus 로고    scopus 로고
    • Mathematical modelling of the growth rate and lag time for Listeria monocytogenes
    • J.C. Augustin, and V. Carlier Mathematical modelling of the growth rate and lag time for Listeria monocytogenes International Journal of Food Microbiology 56 2000 29 51
    • (2000) International Journal of Food Microbiology , vol.56 , pp. 29-51
    • Augustin, J.C.1    Carlier, V.2
  • 7
    • 0036951712 scopus 로고    scopus 로고
    • Modeling the lag time of Listeria monocytogenes from viable count enumeration and optical density data
    • F. Baty, J.P. Flandrois, and M.L. Delignette-Muller Modeling the lag time of Listeria monocytogenes from viable count enumeration and optical density data Applied and Environmental Microbiology 68 2002 5816 5825
    • (2002) Applied and Environmental Microbiology , vol.68 , pp. 5816-5825
    • Baty, F.1    Flandrois, J.P.2    Delignette-Muller, M.L.3
  • 9
    • 0037061040 scopus 로고    scopus 로고
    • Optimal temperature input design for estimation of the Ratkowsky Square Root model parameters: Parameter accuracy and model validity restrictions
    • K. Bernaerts, R.D. Servaes, S. Kooyman, K.J. Versyck, and J.F. Van Impe Optimal temperature input design for estimation of the Ratkowsky Square Root model parameters: parameter accuracy and model validity restrictions International Journal of Food Microbiology 73 2002 145 157
    • (2002) International Journal of Food Microbiology , vol.73 , pp. 145-157
    • Bernaerts, K.1    Servaes, R.D.2    Kooyman, S.3    Versyck, K.J.4    Van Impe, J.F.5
  • 10
    • 24744440107 scopus 로고    scopus 로고
    • Modeling Microbial Responses in Food
    • R.C. McKellar X. Lu CRC Press 084931237X
    • T. Brocklehurst R.C. McKellar X. Lu Modeling Microbial Responses in Food CRC Series in Contemporary Food Science 2003 CRC Press 084931237X 21 62
    • (2003) CRC Series in Contemporary Food Science , pp. 21-62
    • Brocklehurst, T.1
  • 12
    • 0037448141 scopus 로고    scopus 로고
    • Influence of agitation, inoculum density, pH, and strain on the growth parameters of Escherichia coli O157:H7-relevance to risk assessment
    • M.E. Coleman, M.L. Tamplin, J.G. Phillips, and B.S. Manner Influence of agitation, inoculum density, pH, and strain on the growth parameters of Escherichia coli O157:H7-relevance to risk assessment International Journal of Food Microbiology 83 2003 147 160
    • (2003) International Journal of Food Microbiology , vol.83 , pp. 147-160
    • Coleman, M.E.1    Tamplin, M.L.2    Phillips, J.G.3    Manner, B.S.4
  • 15
    • 0000927002 scopus 로고
    • A class of high-breakdown scale estimators based on subranges. Communications in statistics
    • C. Croux, and P.J. Rousseeuw A class of high-breakdown scale estimators based on subranges. Communications in statistics Theory and Methods 21 1992 1935 1951
    • (1992) Theory and Methods , vol.21 , pp. 1935-1951
    • Croux, C.1    Rousseeuw, P.J.2
  • 16
    • 0034733781 scopus 로고    scopus 로고
    • Shelf life of modified atmosphere packed cooked meat products: Addition of Na-lactate as a fourth shelf life determinative factor in a model and product validation
    • F. Devlieghere, A.H. Geeraerd, K.J. Versyck, H. Bernaert, J.F. Van Impe, and J. Debevere Shelf life of modified atmosphere packed cooked meat products: addition of Na-lactate as a fourth shelf life determinative factor in a model and product validation International Journal of Food Microbiology 58 2000 93 106
    • (2000) International Journal of Food Microbiology , vol.58 , pp. 93-106
    • Devlieghere, F.1    Geeraerd, A.H.2    Versyck, K.J.3    Bernaert, H.4    Van Impe, J.F.5    Debevere, J.6
  • 17
    • 0007849801 scopus 로고
    • Numerical solution of robust regression problems. Computational aspects, a comparison
    • R. Dutter Numerical solution of robust regression problems. Computational aspects, a comparison Journal of Statistical Computation and Simulation 15 1977 207 238
    • (1977) Journal of Statistical Computation and Simulation , vol.15 , pp. 207-238
    • Dutter, R.1
  • 19
    • 0343683278 scopus 로고    scopus 로고
    • Growth reduction of Listeria spp. caused by undefined industrial red smear cheese cultures and bacteriocin-producing Brevibacterium linens as evaluated in situ on soft cheese
    • I. Eppert, N. Valdes-Stauber, H. Gotz, M. Busse, and S. Scherer Growth reduction of Listeria spp. caused by undefined industrial red smear cheese cultures and bacteriocin-producing Brevibacterium linens as evaluated in situ on soft cheese Applied and Environmental Microbiology 63 1997 4812 4817
    • (1997) Applied and Environmental Microbiology , vol.63 , pp. 4812-4817
    • Eppert, I.1    Valdes-Stauber, N.2    Gotz, H.3    Busse, M.4    Scherer, S.5
  • 21
    • 0037173490 scopus 로고    scopus 로고
    • Empirical model building based on Weibull distribution to describe the joint effect of pH and temperature on the thermal resistance of Bacillus cereus in vegetative substrate
    • A. Fernandez, J. Collado, L.M. Cunha, M.J. Ocio, and A. Martinez Empirical model building based on Weibull distribution to describe the joint effect of pH and temperature on the thermal resistance of Bacillus cereus in vegetative substrate International Journal of Food Microbiology 77 2002 147 153
    • (2002) International Journal of Food Microbiology , vol.77 , pp. 147-153
    • Fernandez, A.1    Collado, J.2    Cunha, L.M.3    Ocio, M.J.4    Martinez, A.5
  • 23
    • 17444448784 scopus 로고    scopus 로고
    • Modelling and predicting the simultaneous growth of Listeria monocytogenes and spoilage micro-organisms in cold-smoked salmon
    • B. Giménez, and P. Dalgaard Modelling and predicting the simultaneous growth of Listeria monocytogenes and spoilage micro-organisms in cold-smoked salmon Journal of Applied Microbiology 96 2004 96 109
    • (2004) Journal of Applied Microbiology , vol.96 , pp. 96-109
    • Giménez, B.1    Dalgaard, P.2
  • 24
    • 0001033261 scopus 로고
    • Robust regression: Asymptotics, conjectures and Monte Carlo
    • P.J. Huber Robust regression: asymptotics, conjectures and Monte Carlo Annals of Statistics 1 1973 799 821
    • (1973) Annals of Statistics , vol.1 , pp. 799-821
    • Huber, P.J.1
  • 30
    • 0036719735 scopus 로고    scopus 로고
    • Control of Listeria monocytogenes on turkey frankfurters by generally-recognized-as-safe preservatives
    • M. Islam, J. Chen, M.P. Doyle, and M. Chinnan Control of Listeria monocytogenes on turkey frankfurters by generally-recognized-as-safe preservatives Journal of Food Protection 65 2002 1411 1416
    • (2002) Journal of Food Protection , vol.65 , pp. 1411-1416
    • Islam, M.1    Chen, J.2    Doyle, M.P.3    Chinnan, M.4
  • 31
    • 0036013994 scopus 로고    scopus 로고
    • Effect of selected generally recognized as safe preservative sprays on growth of Listeria monocytogenes on chicken luncheon meat
    • M. Islam, J. Chen, M.P. Doyle, and M. Chinnan Effect of selected generally recognized as safe preservative sprays on growth of Listeria monocytogenes on chicken luncheon meat Journal of Food Protection 65 2002 794 798
    • (2002) Journal of Food Protection , vol.65 , pp. 794-798
    • Islam, M.1    Chen, J.2    Doyle, M.P.3    Chinnan, M.4
  • 32
    • 24744440537 scopus 로고
    • The potential of Danish market cheeses to support growth of food-borne pathogens
    • K.B. Jensen, and S. Knöchel The potential of Danish market cheeses to support growth of food-borne pathogens Journal of Food Protection 58 1995 21
    • (1995) Journal of Food Protection , vol.58 , pp. 21
    • Jensen, K.B.1    Knöchel, S.2
  • 33
    • 0036707063 scopus 로고    scopus 로고
    • Predictive model for growth of Clostridium perfringens during cooling of cured cooked chicken
    • V.K. Juneja, and H.M. Marks Predictive model for growth of Clostridium perfringens during cooling of cured cooked chicken Food Microbiology 19 2002 313 327
    • (2002) Food Microbiology , vol.19 , pp. 313-327
    • Juneja, V.K.1    Marks, H.M.2
  • 34
    • 0037335838 scopus 로고    scopus 로고
    • A pediocin-producing Lactobacillus plantarum strain inhibits Listeria monocytogenes in a multispecies cheese surface microbial ripening consortium
    • M. Loessner, S. Guenther, S. Steffan, and S. Scherer A pediocin-producing Lactobacillus plantarum strain inhibits Listeria monocytogenes in a multispecies cheese surface microbial ripening consortium Applied and Environmental Microbiology 69 2003 1854 1857
    • (2003) Applied and Environmental Microbiology , vol.69 , pp. 1854-1857
    • Loessner, M.1    Guenther, S.2    Steffan, S.3    Scherer, S.4
  • 35
    • 0037393874 scopus 로고    scopus 로고
    • Antagonistic activity of lactic acid bacteria against Listeria monocytogenes in sliced cooked cured pork shoulder stored under vacuum or modified atmosphere at 4 ± 2°C
    • M. Mataragas, E.H. Drosinos, and J. Metaxopoulos Antagonistic activity of lactic acid bacteria against Listeria monocytogenes in sliced cooked cured pork shoulder stored under vacuum or modified atmosphere at 4 ± 2°C Food Microbiology 20 2003 259 265
    • (2003) Food Microbiology , vol.20 , pp. 259-265
    • Mataragas, M.1    Drosinos, E.H.2    Metaxopoulos, J.3
  • 36
    • 0037393903 scopus 로고    scopus 로고
    • A predictive model with repeated measures analysis of Staphylococcus aureus growth data
    • T.L. McCann, J.D. Eifert, C. Gennings, M.W. Schilling, and W.H. Carter A predictive model with repeated measures analysis of Staphylococcus aureus growth data Food Microbiology 20 2003 139 147
    • (2003) Food Microbiology , vol.20 , pp. 139-147
    • McCann, T.L.1    Eifert, J.D.2    Gennings, C.3    Schilling, M.W.4    Carter, W.H.5
  • 38
    • 85056058467 scopus 로고    scopus 로고
    • Primary models. Modeling Microbial Responses in Food
    • R.C. McKellar X. Lu CRC Press 084931237X
    • R.C. McKellar, and X. Lu Primary models R.C. McKellar X. Lu Modeling Microbial Responses in Food CRC Series in Contemporary Food Science 2003 CRC Press 084931237X 21 62
    • (2003) CRC Series in Contemporary Food Science , pp. 21-62
    • McKellar, R.C.1    Lu, X.2
  • 40
    • 0028003487 scopus 로고
    • Factors influencing the survival and growth of Listeria monocytogenes on the surface of Canadian retail wieners
    • R.C. McKellar, R. Moir, and M. Kalab Factors influencing the survival and growth of Listeria monocytogenes on the surface of Canadian retail wieners Journal of Food Protection 57 1994 387 392
    • (1994) Journal of Food Protection , vol.57 , pp. 387-392
    • McKellar, R.C.1    Moir, R.2    Kalab, M.3
  • 43
    • 0345166006 scopus 로고    scopus 로고
    • A model study of Escherichia coli O157:H7 survival in fermented dry sausages influence of inoculum preparation, inoculation procedure, and selected process parameters
    • F. Naim, S. Messier, L. Saucier, and G. Piette A model study of Escherichia coli O157:H7 survival in fermented dry sausages influence of inoculum preparation, inoculation procedure, and selected process parameters Journal of Food Protection 66 2003 2267 2275
    • (2003) Journal of Food Protection , vol.66 , pp. 2267-2275
    • Naim, F.1    Messier, S.2    Saucier, L.3    Piette, G.4
  • 44
    • 0031446030 scopus 로고    scopus 로고
    • Development of a predictive model to describe the effects of temperature and water activity on the growth of spoilage pseudomonads
    • K. Neumeyer, T. Ross, and T.A. McMeekin Development of a predictive model to describe the effects of temperature and water activity on the growth of spoilage pseudomonads International Journal of Food Microbiology 38 1997 45 54
    • (1997) International Journal of Food Microbiology , vol.38 , pp. 45-54
    • Neumeyer, K.1    Ross, T.2    McMeekin, T.A.3
  • 45
    • 0037172923 scopus 로고    scopus 로고
    • Development and validation of a tertiary simulation model for predicting the potential growth of Salmonella typhimurium on cooked chicken
    • T.P. Oscar Development and validation of a tertiary simulation model for predicting the potential growth of Salmonella typhimurium on cooked chicken International Journal of Food Microbiology 76 2002 177 190
    • (2002) International Journal of Food Microbiology , vol.76 , pp. 177-190
    • Oscar, T.P.1
  • 46
    • 0037223674 scopus 로고    scopus 로고
    • w on the growth rate of Monascus ruber, a heat-resistant fungus isolated from green table olives
    • w on the growth rate of Monascus ruber, a heat-resistant fungus isolated from green table olives Journal of Applied Microbiology 94 1 2003 146 156
    • (2003) Journal of Applied Microbiology , vol.94 , Issue.1 , pp. 146-156
    • Panagou, E.Z.1    Skandamis, P.N.2    Nychas, G.J.E.3
  • 47
    • 0032127019 scopus 로고    scopus 로고
    • Reduction of microorganisms on citrus fruit surfaces during packinghouse processing
    • S. Pao, and G.E. Brown Reduction of microorganisms on citrus fruit surfaces during packinghouse processing Journal of Food Protection 61 1998 903 906
    • (1998) Journal of Food Protection , vol.61 , pp. 903-906
    • Pao, S.1    Brown, G.E.2
  • 50
    • 0037409368 scopus 로고    scopus 로고
    • Monte Carlo analysis as a tool to incorporate variation on experimental data in predictive microbiology
    • F. Poschet, A.H. Geeraerd, N. Scheerlinck, B.M. Nicolaï, and J.F. Van Impe Monte Carlo analysis as a tool to incorporate variation on experimental data in predictive microbiology Food Microbiology 20 2003 285 295
    • (2003) Food Microbiology , vol.20 , pp. 285-295
    • Poschet, F.1    Geeraerd, A.H.2    Scheerlinck, N.3    Nicolaï, B.M.4    Van Impe, J.F.5
  • 51
    • 0037088890 scopus 로고    scopus 로고
    • Estimation of uncertainty and variability in bacterial growth using Bayesian inference. Application to Listeria monocytogenes
    • R. Pouillot, I. Albert, M. Cornu, and J.-B. Denis Estimation of uncertainty and variability in bacterial growth using Bayesian inference. Application to Listeria monocytogenes International Journal of Food Microbiology 81 2003 87 104
    • (2003) International Journal of Food Microbiology , vol.81 , pp. 87-104
    • Pouillot, R.1    Albert, I.2    Cornu, M.3    Denis, J.-B.4
  • 52
    • 0033835593 scopus 로고    scopus 로고
    • Growth modelling of Listeria monocytogenes in packaged fresh green asparagus
    • A.M.C. Rodriguez, E.B. Alcalá, R.M.G. Gimeno, and G.Z. Cosano Growth modelling of Listeria monocytogenes in packaged fresh green asparagus Food Microbiology 17 2000 421 427
    • (2000) Food Microbiology , vol.17 , pp. 421-427
    • Rodriguez, A.M.C.1    Alcalá, E.B.2    Gimeno, R.M.G.3    Cosano, G.Z.4
  • 53
    • 0029845515 scopus 로고    scopus 로고
    • Indices for performance evaluation of predictive models in food microbiology
    • T. Ross Indices for performance evaluation of predictive models in food microbiology Journal of Applied Bacteriology 81 1996 501 508
    • (1996) Journal of Applied Bacteriology , vol.81 , pp. 501-508
    • Ross, T.1
  • 56
    • 0029795124 scopus 로고    scopus 로고
    • Differential growth of Listeria monocytogenes at 4 and 8°C: Consequences for the shelf life of chilled products
    • L. Rosso, S. Bajard, J.P. Flandrois, C. Lahellec, J. Fournaud, and P. Veit Differential growth of Listeria monocytogenes at 4 and 8°C: consequences for the shelf life of chilled products Journal of Food Protection 59 1996 944 949
    • (1996) Journal of Food Protection , vol.59 , pp. 944-949
    • Rosso, L.1    Bajard, S.2    Flandrois, J.P.3    Lahellec, C.4    Fournaud, J.5    Veit, P.6
  • 58
    • 0036008361 scopus 로고    scopus 로고
    • Control of Listeria monocytogenes with combined antimicrobials after postprocess contamination and extended storage of frankfurters at 4 degrees C in vacuum packages
    • J. Samelis, G.K. Bedie, J.N. Sofos, K.E. Belk, J.A. Scanga, and G.C. Smith Control of Listeria monocytogenes with combined antimicrobials after postprocess contamination and extended storage of frankfurters at 4 degrees C in vacuum packages Journal of Food Protection 65 2002 299 307
    • (2002) Journal of Food Protection , vol.65 , pp. 299-307
    • Samelis, J.1    Bedie, G.K.2    Sofos, J.N.3    Belk, K.E.4    Scanga, J.A.5    Smith, G.C.6
  • 59
    • 0036435089 scopus 로고    scopus 로고
    • Least-median of squares: A suitable objective function for stock assessment models?
    • K.W. Shertzer, and M.H. Prager Least-median of squares: a suitable objective function for stock assessment models? Canadian Journal of Fisheries and Aquatic Sciences 59 2002 1474 1481
    • (2002) Canadian Journal of Fisheries and Aquatic Sciences , vol.59 , pp. 1474-1481
    • Shertzer, K.W.1    Prager, M.H.2
  • 61
    • 0036776648 scopus 로고    scopus 로고
    • A vitalistic approach for non-thermal inactivation of pathogens in traditional Greek salads
    • P.N. Skandamis, K.W. Davies, P.J. McClure, K. Koutsoumanis, and C. Tassou A vitalistic approach for non-thermal inactivation of pathogens in traditional Greek salads Food Microbiology 19 2002 405 421
    • (2002) Food Microbiology , vol.19 , pp. 405-421
    • Skandamis, P.N.1    Davies, K.W.2    McClure, P.J.3    Koutsoumanis, K.4    Tassou, C.5
  • 62
    • 0028997741 scopus 로고
    • Behavior of Listeria monocytogenes in Mozzarella cheese in presence of Lactococcus lactis
    • M.L. Stecchini, V. Aquili, and I. Sarais Behavior of Listeria monocytogenes in Mozzarella cheese in presence of Lactococcus lactis International Journal of Food Microbiology 25 1995 301 310
    • (1995) International Journal of Food Microbiology , vol.25 , pp. 301-310
    • Stecchini, M.L.1    Aquili, V.2    Sarais, I.3
  • 64
    • 0036008359 scopus 로고    scopus 로고
    • Survival and growth of alkali-stressed Listeria monocytogenes on beef frankfurters and thermotolerance in frankfurter exudates
    • P.J. Taormina, and L.R. Beuchat Survival and growth of alkali-stressed Listeria monocytogenes on beef frankfurters and thermotolerance in frankfurter exudates Journal of Food Protection 65 2002 291 298
    • (2002) Journal of Food Protection , vol.65 , pp. 291-298
    • Taormina, P.J.1    Beuchat, L.R.2
  • 65
    • 0033514338 scopus 로고    scopus 로고
    • Validation of predictive models describing the growth of Listeria monocytogenes
    • M.C. te Giffel, and M.H. Zwietering Validation of predictive models describing the growth of Listeria monocytogenes International Journal of Food Microbiology 46 1999 135 149
    • (1999) International Journal of Food Microbiology , vol.46 , pp. 135-149
    • Te Giffel, M.C.1    Zwietering, M.H.2
  • 66
    • 0035984081 scopus 로고    scopus 로고
    • Relationship of cell surface charge and hydrophobicity to strength of attachment of bacteria to cantaloupe rind
    • D.O. Ukuku, and W.F. Fett Relationship of cell surface charge and hydrophobicity to strength of attachment of bacteria to cantaloupe rind Journal of Food Protection 65 2002 1093 1099
    • (2002) Journal of Food Protection , vol.65 , pp. 1093-1099
    • Ukuku, D.O.1    Fett, W.F.2
  • 67
    • 0346040343 scopus 로고    scopus 로고
    • Evaluation of a challenge testing protocol to assess the stability of ready-to-eat cooked meat products against growth of Listeria monocytogenes
    • M. Uyttendaele, A. Rajkovic, G. Benos, K. Francois, F. Devlieghere, and J. Debevere Evaluation of a challenge testing protocol to assess the stability of ready-to-eat cooked meat products against growth of Listeria monocytogenes International Journal of Food Microbiology 90 2004 219 236
    • (2004) International Journal of Food Microbiology , vol.90 , pp. 219-236
    • Uyttendaele, M.1    Rajkovic, A.2    Benos, G.3    Francois, K.4    Devlieghere, F.5    Debevere, J.6
  • 69
    • 0032213476 scopus 로고    scopus 로고
    • Growth and inactivation models to be used in quantitative risk assessments
    • S.J.C. van Gerwen, and M.H. Zwietering Growth and inactivation models to be used in quantitative risk assessments Journal of Food Protection 61 1998 1541 1549
    • (1998) Journal of Food Protection , vol.61 , pp. 1541-1549
    • Van Gerwen, S.J.C.1    Zwietering, M.H.2
  • 70
    • 0003297134 scopus 로고    scopus 로고
    • Modelling and prediction in an uncertain environment
    • L.M.M. Tijskens M.L.A.T.M. Hertog B.M. Nicolaï Woodhead Publishing Limited Cambridge 1-85573-565-2
    • J.F. Van Impe, K. Bernaerts, A.H. Geeraerd, F. Poschet, and K.J. Versyck Modelling and prediction in an uncertain environment L.M.M. Tijskens M.L.A.T.M. Hertog B.M. Nicolaï Food Process Modelling 2001 Woodhead Publishing Limited Cambridge 1-85573-565-2 156 179 Chapter 8
    • (2001) Food Process Modelling , pp. 156-179
    • Van Impe, J.F.1    Bernaerts, K.2    Geeraerd, A.H.3    Poschet, F.4    Versyck, K.J.5
  • 73
    • 0000641649 scopus 로고
    • A classification of models in predictive microbiology-a reply to K.R. Davey
    • R.C. Whiting, and R.L. Buchanan A classification of models in predictive microbiology-a reply to K.R. Davey Food Microbiology 10 1993 175 177
    • (1993) Food Microbiology , vol.10 , pp. 175-177
    • Whiting, R.C.1    Buchanan, R.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.