Executive Development Programme in Sampling: Actionable Insights
-- ViewingNowThe Executive Development Programme in Sampling: Actionable Insights certificate course is a professional development opportunity that offers essential skills for learners seeking to advance their careers. This programme focuses on the importance of data-driven decision-making, equipping learners with the knowledge and tools necessary to design and implement effective sampling strategies.
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โข Introduction to Sampling: Understanding the basics, population, sample size, and sampling methods
โข Probability Sampling: Simple random sampling, stratified sampling, cluster sampling, and multistage sampling
โข Non-Probability Sampling: Convenience sampling, purposive sampling, quota sampling, and snowball sampling
โข Sampling Errors and Bias: Types of errors, sources of bias, and techniques to minimize them
โข Data Analysis for Sampling: Exploratory data analysis, statistical inference, and hypothesis testing
โข Qualitative vs. Quantitative Sampling: Methods, strengths, and limitations of each approach
โข Power Analysis and Sample Size Determination: Effect size, power, and optimal sample size calculations
โข Ethics in Sampling: Ensuring fairness, transparency, and confidentiality in research
โข Practical Applications of Sampling: Real-world examples and case studies in various industries
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