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Concept of sampling, estimators, characteristics of good estimators (unbiasedness, consistency, efficiency, sufficiency), and Maximum Likelihood Estimation (MLE).
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Probability, Random Variables, Mathematical Expectation, and Moments.
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: In-depth coverage of estimation theory (point and interval estimation), hypothesis testing (large and small sample tests), and χ2chi squared distributions.
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