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Sampling and Estimation Course

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

What will I learn?

Gain practical skills in designing representative samples, creating 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 complex sampling schemes using stratified, cluster, and systematic methods efficiently.
  • Calculate precise sample sizes by managing margins of error, statistical power, and design effects.
  • Perform estimations in complex surveys applying weights, intraclass correlation, and sophisticated variance techniques.
  • Mitigate bias and nonresponse via weighting adjustments, calibration procedures, 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 of 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
Very great course. Lots of rich information.
WiltonCivil Firefighter

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