Executive Development Programme in Sampling Strategies: Efficiency Redefined
-- ViewingNowThe Executive Development Programme in Sampling Strategies: Efficiency Redefined is a comprehensive certificate course that emphasizes the importance of effective sampling strategies in business decision-making. This programme is designed to meet the growing industry demand for professionals who can leverage data to drive business growth and success.
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โข Sampling Basics: Understanding the fundamentals of sampling, including population, sample, and sampling frame, and differentiating between probability and non-probability sampling.
โข Sampling Design: Exploring the importance of sampling design, including simple random sampling, stratified sampling, cluster sampling, and multistage sampling.
โข Sampling Error: Identifying sources of sampling error, quantifying sampling error, and understanding how sampling error affects the reliability of research findings.
โข Sample Size Determination: Calculating sample size, considering factors such as population size, desired level of precision, and the expected variance of the population.
โข Sampling Techniques: Implementing various sampling techniques, including random sampling, systematic sampling, and convenience sampling.
โข Power Analysis: Conducting power analysis to determine the required sample size for detecting an effect, and understanding the relationship between power, sample size, and effect size.
โข Non-response Bias: Understanding the impact of non-response bias on research findings, and implementing strategies for reducing non-response bias.
โข Weighting and Estimation: Utilizing weighting techniques to adjust for sampling bias and improve the accuracy of estimates, and understanding the principles of estimation.
โข Sampling Ethics: Recognizing ethical considerations in sampling, including ensuring the confidentiality of participants and minimizing any potential harm caused by the research.
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