Statistical Estimation for Data Science and AI
Completed by Matthew Ferguson
March 20, 2024
28 hours (approximately)
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What you will learn
Identify characteristics of “good” estimators and be able to compare competing estimators.
Construct sound estimators using the techniques of maximum likelihood and method of moments estimation.
Construct and interpret confidence intervals for one and two population means, one and two population proportions, and a population variance.
Skills you will gain
- Category: Sampling (Statistics)
- Category: Statistical Inference
- Category: Applied Mathematics
- Category: Probability
- Category: Statistics
- Category: Probability Distribution
- Category: Probability & Statistics
- Category: Statistical Analysis
- Category: Statistical Methods
