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Jessica J. Kraker, Ph.D.

Affiliations: 
2008 University of Minnesota, Twin Cities, Minneapolis, MN 
Area:
Statistics
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"Jessica Kraker"
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Douglas M. Hawkins grad student 2008 UMN
 (Penalized regression methods and validation, with particular focus on chemometric data.)

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Publications

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Hawkins DM, Kraker J. (2010) Deterministic fallacies and model validation Journal of Chemometrics. 24: 188-193
Basak SC, Mills D, Hawkins DM, et al. (2009) Quantitative structure-activity relationship (QSAR) modeling of human blood: air partitioning with proper statistical methods and validation. Chemistry & Biodiversity. 6: 487-502
Hawkins DM, Kraker JJ, Basak SC, et al. (2008) QSPR checking and validation: a case study with hydroxy radical reaction rate constant. Sar and Qsar in Environmental Research. 19: 525-39
Basak SC, Mills D, Hawkins DM, et al. (2007) Proper statistical modeling and validation in QSAR: A case study in the prediction of rat fat-air partitioning Aip Conference Proceedings. 963: 548-551
Kraker JJ, Hawkins DM, Basak SC, et al. (2007) Quantitative Structure-Activity Relationship (QSAR) modeling of juvenile hormone activity: Comparison of validation procedures Chemometrics and Intelligent Laboratory Systems. 87: 33-42
Basak SC, Natarajan R, Mills D, et al. (2006) Quantitative structure-activity relationship modeling of juvenile hormone mimetic compounds for Culex pipiens larvae, with a discussion of descriptor-thinning methods. Journal of Chemical Information and Modeling. 46: 65-77
Hawkins DM, Basak SC, Kraker J, et al. (2006) Combining chemodescriptors and biodescriptors in quantitative structure-activity relationship modeling. Journal of Chemical Information and Modeling. 46: 9-16
Hawkins DM, Basak SC, Kraker J, et al. (2006) Combining Chemodescriptors and Biodescriptors in Quantitative Structure—Activity Relationship Modeling. Cheminform. 37
Basak SC, Natarajan R, Mills D, et al. (2005) Quantitative structure-activity relationship modeling of insect juvenile hormone activity of 2,4-dienoates using computed molecular descriptors. Sar and Qsar in Environmental Research. 16: 581-606
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