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Sampling and Estimation Course

Sampling and Estimation Course
4 to 360 hours flexible workload
valid certificate in your country

What will I learn?

Gain practical skills in designing representative samples, constructing reliable sampling frames, and selecting from simple random, systematic, stratified, and cluster sampling methods. Master sample size calculations, design effect adjustments, bias and nonresponse mitigation, weighting and calibration techniques, variance estimation for complex designs, simulation analysis, and effective reporting of estimates, uncertainties, and study limitations.

Elevify advantages

Develop skills

  • Design advanced sampling strategies including stratified, cluster, and systematic approaches efficiently.
  • Calculate precise sample sizes accounting for margins of error, statistical power, and design effects.
  • Perform estimations in complex surveys using weighting, intraclass correlation, and sophisticated variance techniques.
  • Mitigate bias and nonresponse with weighting adjustments, calibration methods, and sensitivity analyses.
  • Conduct survey simulations to evaluate estimator bias, confidence interval coverage, and overall performance.

Suggested summary

Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Great course. Lots of valuable information.
WiltonCivil Firefighter

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