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Hotelling's T-squared distribution
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Price Returns Analysis
Covers the analysis of heavy-tailed price returns and clustered volatility in financial data.
Introduction to Continuous Random Variables: Probability Distributions
Introduces continuous random variables and their probability distributions, emphasizing their applications in statistics and data science.
Hypothesis Testing and Confidence Intervals: An Overview
Covers hypothesis testing, confidence intervals, and their applications in statistics.
Hypothesis Testing and Confidence Intervals: Key Concepts
Provides an overview of hypothesis testing and confidence intervals in statistics, including practical examples and key concepts.
Design of Experiments: Statistical Design and Analysis
Covers statistical design of experiments, focusing on minimizing costs and maximizing accuracy.
Likelihood Ratio Test: Neyman-Pearson Lemma
Explores likelihood ratio tests and the Neyman-Pearson Lemma for statistical hypothesis testing.
Quantitative Risk Management: Risk Measures
Covers risk measures used for determining risk capital and capital adequacy.
Understanding Statistics & Experimental Design
Covers statistics, experimental design, errors, distributions, implications of sample size, and null results.
Maximum Likelihood Estimation: Multivariate Statistics
Explores maximum likelihood estimation and multivariate hypothesis testing, including challenges and strategies for testing multiple hypotheses.