Experimental Design and Statistical Data Analysis (3 days)

Terry Neeman-ANU-Statistical Consulting Unit

Description

The ANU Bioinformatics Consultancy (ABC), ANU Statistical Consulting Unit (SCU) and RSB Computational Biology and Bioinformatics Unit (CBBU) are organizing a series of workshops for students and staff of ANU College of Medicine, Biology & Environment.

  • The workshops will take place during the Semester 1 Teaching Break and will start at 9:30am, finish at 4:30pm with lunch break 12:30 – 1:30.
  • You will need to bring your laptop. We have a few laptops which we can lend for the course of the workshops. Please inquire ahead.
  • To sign up please respond to marcin.adamski@anu.edu.au no later than March 17th specifying the workshop(s) you would like to attend.
  • All workshops are listed on the TIC and the CBBU websites.
  • The workshops are offered at no cost.
  • The number of places is limited, we will be giving priority to the Honours and PhD students and postdocs.

Topics covered in the 3-day Experimental Design and Statistical Data Analysis workshop:

  • Structure of an experiment: response, treatment factors, blocking factors.
  • Introduction to the Statistical Model: Mean Structure (including Factorial models), Variance (blocking) structure.
  • Planning your experiment: sample size estimation, identifying sources of variation, randomised complete Block, Split Plot, incomplete block designs.
  • Data collection and Data Analysis: Exploring data (graphics and data summaries), review of data structures, linear models.
  • Practice in fitting linear and generalised linear mixed models to data using R. Interpreting and assessing model assumptions.
  • If time permits: Multiple hypothesis testing: false discovery rate and statistical models for genomic data analysis.

Please note that this workshop requires basic knowledge of R. If you are not sure about your skills please first come to the workshop #2 - 'Introduction to data processing in R'.

Date & time

9.30am 11 April – 4.30pm 13 April 2017

Location

STB 1, Building 136 (Sciences Teaching Building)

Speakers

Terry Neeman, ANU Statistical Consulting Unit (SCU)

Contacts

 Marcin Adamski

Updated:  26 June 2017/Responsible Officer:  Director RSB/Page Contact:  Webmaster RSB