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Sampling and Estimation Course

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

What will I learn?

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

Elevify advantages

Develop skills

  • Design complex samples using stratified, cluster, and systematic methods efficiently.
  • Calculate sample sizes to manage margins of error, statistical power, and design effects.
  • Estimate parameters under complex designs with weights, ICC, and advanced variance techniques.
  • Mitigate bias and nonresponse via weighting, calibration, and sensitivity analysis.
  • Conduct survey simulations to evaluate estimator bias, coverage, and confidence interval 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 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 where I work.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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