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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?

This practical course equips you with skills to design representative samples, construct reliable sampling frames, and select from simple random, systematic, stratified, and cluster sampling methods. You will learn to compute sample sizes, account for design effects, minimize bias and nonresponse, implement weighting and calibration techniques, estimate variances in complex designs, perform simulations, and effectively communicate estimates, uncertainties, and study limitations.

Elevify advantages

Develop skills

  • Design complex samples using stratified, cluster, and systematic methods efficiently.
  • Calculate sample sizes accounting for margin of error, power, and design effects.
  • Estimate parameters under complex designs with weights, ICC, and advanced variance techniques.
  • Address bias and nonresponse through weighting, calibration, and sensitivity analysis.
  • Conduct survey simulations to evaluate estimator bias, coverage, and confidence intervals.

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 Elevify course 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. A lot of valuable information.
WiltonCivil Firefighter

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