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Lecture
Stochastic Simulation: Random Number Generators
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Sampling Distributions: Theory and Applications
Explores sampling distributions, estimators' properties, and statistical measures for data science applications.
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Explores the theory and applications of likelihood ratio tests in statistical hypothesis testing.
Hypothesis Testing: Q-Q Plots and Non-Parametric Tests
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Statistical Hypothesis Testing: Unilateral and Bilateral Pairs
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Explores the Monte Carlo method for surface radiative exchange and its applications in emission, absorption, and reflection.
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Explains the two-sample t-test for comparing means of independent samples, including hypothesis testing steps and test statistic calculation.
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