SPCH 025 : Chemo metric Techniques for the Quantitative Analysis of chemicals

SPCH 025 : Chemo metric Techniques for the Quantitative Analysis of chemicals

  • course description:

    This course gives the theoretical background regarding the errors in a quantitative analysis and data analysis with significance Tests. The attendees will be able to perform a multivariate result analysis and experimental design.

  • course learning outcomes:

    At the end of the course, the participants will be able to;
    - Explain and apply sampling strategies and analytical calibration methods .
    - Describe and apply statistical tests t-tests, F-tests, Chi-Squared tests, and Data Rejection Criteria to a given set of data.
    - Perform various types of multivariate projection methods, such as principal component analysis, partial least squares projections to latent structures (PLS) and orthogonal projections to latent structures (OPLS).
    - Develop and set up control charts.

  • Course outlines:

    - Introduction to chemo metrics and errors in quantitative analysis.
    - Common methods for processing chemical data.
    - Significance Tests.
    - The quality of analytical measurements and control charts.
    - Calibration Methods in chemical analysis.
    - On-parametric and Robust Methods.
    - Multivariate Analysis and experimental design and optimization.

  • practical aspects of the course:

    - Determine the accuracy and precision of an analytical measurement.
    - Calculate the standard deviation of a series of analysis.
    Perform statistical tests on analytical results.

  • who should attend?

    - Laboratory Quality Control Managers.
    - Laboratory Quality control supervisors.
    Chemical laboratory technicians.

  • duration:

    5 Days


    Click here