Topic outline

  • Further statistical tools for analytical scientists

    Further your knowledge of the application of statistics to analytical science. This one day course is delivered as an open course in Teddington and in-house for groups of 6 or more.



     TEC-021
     UK
     Classroom
     Role: Laboratory Technician, Manager/Senior Manager, Technician
     Technical
     Sector: Chemicals, Medical Biotechnology, Medical Devices, Pharmaceuticals

    This Course is Aimed at

    Technicians, analytical scientists (chemical or bio-analysis), laboratory managers/supervisors, quality managers.

    This course is targeted at scientists working in the roles indicated above.  An understanding of statistics is essential for presenting data effectively, carrying out effective method development and validation studies, and planning effective quality control.

    Overview

    To interpret data effectively requires the application of statistics. This course builds on the topics covered in the ‘Statistics for analytical scientists’ course and includes some more advanced statistical tools.

    It will allow analysts to address issues such as identifying outliers in a data set, handling non-normal distributions of data and carrying out weighted and non-linear regression.

    Programme Content and Key Areas

    The course will cover:

    • Handling of non-normal data
    • Dealing with outliers
    • Robust statistics
    • Fitting non-linear functions
    • Weighted regression
    • Two-way ANOVA with and without replication.

    Learning Outcomes

    This course will help participants:
    • Deal with normal and non-normal distributions
    • Identify cases of normally distributed data with outliers
    • Calculate statistical parameters in the presence of probable outliers
    • Identify where two-way ANOVA is appropriate
    • Use some of the more advanced regression tools
    • Use Excel functions for the analysis of data.

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     01325 740900

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