Sampling and Estimation Course
This comprehensive course equips you with essential techniques for sampling and estimation in real-world statistical applications. You will learn to create representative samples, determine appropriate sample sizes considering power and design effects, address bias and nonresponse through weighting and calibration, estimate variances accurately under complex survey designs, conduct simulations to validate methods, and communicate findings with confidence intervals and study limitations for informed data-driven decisions.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Gain practical skills in designing representative samples, constructing reliable sampling frames, and selecting optimal methods 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 designs, simulation analysis, and effective reporting of estimates, uncertainties, and limitations.
Elevify advantages
Develop skills
- Design advanced sampling strategies using stratified, cluster, and systematic approaches efficiently.
- Calculate precise sample sizes accounting for margins of error, statistical power, and design effects.
- Perform robust estimations in complex surveys applying weights, intraclass correlation, and sophisticated variance techniques.
- Mitigate bias and nonresponse issues through effective weighting, calibration adjustments, and sensitivity analyses.
- Conduct survey simulations to evaluate estimator performance, bias, coverage probabilities, and confidence interval reliability.
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.What our students say
FAQs
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course