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  • Microarray analysis Homework Help l Project l Assignment

Microarray analysis Homework Help l Project l Assignment

Microarray analysis techniques are used in eliciting the data generated from experiments on –microarray analysis homework. We gladly offer online help with microarray analysis assignment for studies of the microarray. We prominently offer the microarray analysis assignment help to students who are looking forward to quality solutions for their homework assignments. What makes us noticeable is our top-notch microarray analysis homework help. Our experts offer quality R programming assignment help. The help with R programming homework is well documented with the draft passing several iterations. The draft of the microarray analysis assignment help is revised several times to avoid trivial errors like spelling mistakes. Our codes are simple and solutions well supported by immaculate documentation that helps in making presentations over the assignment.
Microarrays and Normalization; Bioconductor
  • Between array and within array normalization
  • Concordance coefficients and their use in normalization
  • Data cleaning
  • Instructions for the use of Bioconductor to preprocess affydata
  • Microarray experimental setup and quantification of information available from microarray experiments
  • Numerical illustration for 4-6 with the complete set of annotated R-commands
  • Transformation of data
Statistical Inference Procedures in Comparative Experiments
  • Adjustments for Multiple hypotheses testing including false discovery rate
  • Statistical hypothesis testing
  • Moderated t-test and empirical Bayes approach of limma package of bio conductor
  • Numerical illustration for 2-8 with the complete set of annotated R-commands.
  • One way ANOVA
  • Paired t-test
  • Tests for validating assumptions of t-test
  • Two sample t- test
  • Welch test
  • Wilcoxon rank sum test, signed-rank test
  • Multivariate Techniques (Principal component analysis)
  • Clustering (Cluster analysis)