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WIC Seminar: Leigh M. Schmidtke

Aug 7, 4:00 pm - 5:00 pm

Diving into Data

Leigh M. Schmidtke, Acting Director, National Wine and Grape Industry Centre, Charles Sturt University, Wagga Wagga, New South Wales, 2678

This seminar will be held next Monday 7th August from 4-5pm in the AWRI Seminar Rooms (level 2 WIC building) followed by drinks and nibbles.

Abstract
It has never been easier to acquire measures of sample composition with some instruments (FT-IR, NMR etc) capable of generating millions of data points for a single sample in a relatively short period. But more data does not necessarily mean better information or understanding of a process.  Improved data outcomes arise from careful planning, data collection and analysis.  The first step is to carefully consider what data is required and often using a designed of experiments approach in the planning phase will minimising unnecessary experiments.  In this presentation the application of design of experiments concepts to optimise sample measurements will be demonstrated.  Often having optimised sample analysis parameters, many measures of sample composition are derived from multiple platforms, processes and instrumentation.  Orthogonal multiblock data analysis methods will be presented that illustrate how balanced designs coupled with sophisticated chemometric tools can be used to extract meaningful information from complex data sets. Finally some examples of common errors in data analysis will be discussed with suggestions on how to avoid drowning in the tsunami of information.

About the speaker

Leigh obtained his PhD in 2011 following a lengthy battle with too much information. He made use of, and contributed to, the development of several chemometric algorithms which have now become routinely used for metabolomics based experiments employing a design of experiment concept. He has been involved in investigations of the impact of abiotic factors upon grape and wine composition for the past 15 years (or maybe longer).

Details

Date:
Aug 7
Time:
4:00 pm - 5:00 pm
Event Categories:
,

Venue

AWRI Seminar Room, Level 2, WIC Central Building
Hartley Grove
Urrbrae, SA 5064 Australia

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