• BGRMI

  • Referenced in 1 article [sw29320]
  • inferring gene regulatory networks from time-course gene expression data and its application in breast ... Reconstructing gene regulatory networks (GRNs) from gene expression data is a challenging problem. Existing ... method for inferring GRNs from time-course gene expression data. BGRMI uses a Bayesian framework ... breast cancer (BC) cells from time-course gene expression data. The reconstructed networks revealed...
  • PTA

  • Referenced in 1 article [sw09307]
  • applications in genomic medicine. Time-course high-throughput gene expression data are emerging in genomic ... extract principal trends of time-course gene expression data from a group of patients ... dimension reduction, time-course signal recovery and feature selection with high-dimensional data. Moreover ... show that PTA can extract interesting time-course trends with biological significance, which helps understanding...
  • maSigPro

  • Referenced in 9 articles [sw11024]
  • course microarray experiments. Motivation: Multi-series time-course microarray experiments are useful approaches for exploring ... frequently interested in studying gene expression changes along time and in evaluating trend differences between ... data analysis. Results: In this work, we propose a statistical procedure to identify genes ... that show different gene expression profiles across analytical groups in time-course experiments. The method...
  • fda (R)

  • Referenced in 1149 articles [sw04511]
  • fda: Functional Data Analysis , These functions were developed...
  • SIMoNe

  • Referenced in 6 articles [sw06067]
  • simone: Statistical Inference for MOdular NEtworks (SIMoNe) , The...
  • SemiPar

  • Referenced in 625 articles [sw07116]
  • R package SemiPar: Semiparametic Regression. The primary aim...
  • BNT

  • Referenced in 68 articles [sw07384]
  • The Bayes Net Toolbox (BNT) is an open...
  • ORIOGEN

  • Referenced in 14 articles [sw07654]
  • Adaptive choice of the number of bootstrap samples...
  • SLEX

  • Referenced in 17 articles [sw08605]
  • Discrimination and Classification of Nonstationary Time Series Using...
  • astsa

  • Referenced in 207 articles [sw11006]
  • astsa: Applied Statistical Time Series Analysis. Data sets...
  • TETRAD

  • Referenced in 352 articles [sw12177]
  • TETRAD is a program which creates, simulates data...
  • AAindex

  • Referenced in 44 articles [sw26861]
  • AAindex: amino acid index database. AAindex is a...
  • PRED-CLASS

  • Referenced in 5 articles [sw26873]
  • PRED-CLASS: cascading neural networks for generalized protein...
  • HdBCS

  • Referenced in 68 articles [sw29884]
  • HdBCS - High-dimensional Bayesian Covariance Selection. This site...