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Sampling and Estimation Course

Sampling and Estimation Course
from 4 to 360h flexible workload
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 clear reporting of estimates, uncertainties, and study limitations.

Elevify advantages

Develop skills

  • Design complex sampling strategies using stratified, cluster, and systematic approaches efficiently.
  • Calculate precise sample sizes to manage margins of error, statistical power, and design effects.
  • Perform estimations in complex surveys applying weights, ICC, and sophisticated variance techniques.
  • Mitigate bias and nonresponse with weighting, calibration methods, and sensitivity analysis.
  • Conduct survey simulations to evaluate estimator bias, confidence interval coverage, and performance.

Suggested summary

Before starting, you can change the chapters and 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 my boss's and the company's expectations.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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