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Related lectures (32)
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Estimating R: Multiple Testing and P-values
Explores the estimation of R in multiple testing scenarios and the challenges of P-value calculations.
Confidence Intervals and Hypothesis Testing
Explores confidence intervals, hypothesis testing, and decision-making using test statistics and p-values.
Genetics: Project R #2
Explores the analysis of genotypes and variants data through a Genome-Wide Association Study, focusing on the association between genetic variants and phenotypes like height.
Conditional queries: An Introduction to GIS
Covers conditional queries and joins in GIS, explaining operators and attribute selection based on conditions.
Extreme Value Theory: Applications and Threshold Selection
Explores extremal limit theorems, applications like Vargas rainfall data, and fitting piecewise Generalized Pareto Distributions.
Statistical Hypothesis Testing: Basics and Applications
Covers the basics of statistical hypothesis testing, p-values, confidence levels, and t-tests.
Hypothesis Testing and ROC Curves
Covers hypothesis testing steps and introduces ROC curves for test comparison.
Hypothesis Testing: T-Test and Chi-Square Test
Explains hypothesis testing using T-test and Chi-square test to compare means and assess independence of variables.
Hypothesis Testing: Wilks' Theorem
Explores hypothesis testing using Wilks' Theorem, likelihood ratio statistics, p-values, interval estimation, and confidence regions.
Interval Estimation
Covers the construction of confidence intervals for a normal distribution with unknown mean and variance.