Tahir Mehmood

Summary

Affiliation: Norwegian University of Life Sciences
Country: Norway

Publications

  1. ncbi Improving stability and understandability of genotype-phenotype mapping in Saccharomyces using regularized variable selection in L-PLS regression
    Tahir Mehmood
    Biostatistics, Department of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, As, Norway
    BMC Bioinformatics 13:327. 2012
  2. ncbi Exploration of multivariate analysis in microbial coding sequence modeling
    Tahir Mehmood
    Biostatistics, Department of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, Aas, Norway
    BMC Bioinformatics 13:97. 2012
  3. ncbi A Partial Least Squares based algorithm for parsimonious variable selection
    Tahir Mehmood
    Biostatistics, Department of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, Norway
    Algorithms Mol Biol 6:27. 2011
  4. ncbi Mining for genotype-phenotype relations in Saccharomyces using partial least squares
    Tahir Mehmood
    Biostatistics, Department of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, Norway
    BMC Bioinformatics 12:318. 2011

Detail Information

Publications4

  1. ncbi Improving stability and understandability of genotype-phenotype mapping in Saccharomyces using regularized variable selection in L-PLS regression
    Tahir Mehmood
    Biostatistics, Department of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, As, Norway
    BMC Bioinformatics 13:327. 2012
    ..Results were compared to PLS-based procedures, where no background information was used...
  2. ncbi Exploration of multivariate analysis in microbial coding sequence modeling
    Tahir Mehmood
    Biostatistics, Department of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, Aas, Norway
    BMC Bioinformatics 13:97. 2012
    ..Comparisons between the methods were performed on DNA, codon and protein sequences with highly conserved genes taken from several species with different genomic properties...
  3. ncbi A Partial Least Squares based algorithm for parsimonious variable selection
    Tahir Mehmood
    Biostatistics, Department of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, Norway
    Algorithms Mol Biol 6:27. 2011
    ..abstract:..
  4. ncbi Mining for genotype-phenotype relations in Saccharomyces using partial least squares
    Tahir Mehmood
    Biostatistics, Department of Chemistry, Biotechnology and Food Sciences, Norwegian University of Life Sciences, Norway
    BMC Bioinformatics 12:318. 2011
    ..We introduce a methodology based on a BLAST approach for extracting information from genomic sequences and Soft- Thresholding Partial Least Squares (ST-PLS) for mapping genotype-phenotype relations...