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Course Handouts:

• Course Organization .html.
• Course Survey: .pdf.
• Introductory lecture: why? when? what? .pdf.
• Lecture on conditional expectation and rejection sampling. .pdf.
• Lecture on the Central Limit Theorem and Monte Carlo integration .pdf.
• Lecture on introductory examples of statistical thinking .pdf.
• Lecture on introduction to statistical inference: central concepts, sampling distributions, confidence intervals.pdf.
• Introduction to linear regression.pdf.
• Sampling distribution of least squares estimates.pdf.
• Confidence and prediction intervals.pdf.