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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 crafting representative samples, constructing solid sampling frames, and selecting optimal designs like simple random, systematic, stratified, and cluster sampling. Master sample size calculations, design effect adjustments, bias and nonresponse mitigation, weighting and calibration techniques, variance estimation for complex surveys, simulation methods, and precise reporting of estimates, uncertainties, and limitations.

Elevify advantages

Develop skills

  • Design advanced sampling strategies using stratified, cluster, and systematic methods efficiently.
  • Calculate precise sample sizes accounting for 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 through weighting, calibration adjustments, 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 Prison System Intelligence Advisor, and the course from Elevify was crucial for me to be the chosen one.
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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