Executive Development Programme in Experimental Design
-- ViewingNowThe Executive Development Programme in Experimental Design is a certificate course that holds immense importance and relevance in today's data-driven world. With the increasing emphasis on evidence-based decision making, this course is designed to equip learners with the essential skills to design and implement effective experiments that yield valuable insights.
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โข Experimental Design Fundamentals: Basics of experimental design, including the scientific method, types of experiments (between-subjects, within-subjects, factorial), and the importance of control and randomization.
โข Sampling and Populations: Understanding the difference between samples and populations, probability and non-probability sampling methods, and how to determine an appropriate sample size.
โข Measurement and Scales: Measurement concepts, including reliability, validity, and error, and a review of different types of measurement scales (nominal, ordinal, interval, ratio).
โข Data Analysis and Interpretation: Introduction to statistical analysis, including descriptive and inferential statistics, hypothesis testing, and confidence intervals.
โข Experimental Design Software Tools: Hands-on training with popular experimental design software, such as SPSS, SAS, or R, for data analysis and visualization.
โข Ethical Considerations in Experimental Design: Overview of ethical considerations in experimental design, including informed consent, confidentiality, and potential biases.
โข Experimental Design Best Practices: Best practices for designing and implementing experiments, including planning, execution, and documentation.
โข Case Studies in Experimental Design: Analysis of real-world case studies in experimental design, highlighting industry best practices and lessons learned.
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