Spatial Statistics: Significance

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Sampling: Inference and Statistics

Explores sampling, inferential statistics, and effective experimentation in statistics.

Probabilistic Analysis: Hiring & Birthday Paradox

Explores probabilistic analysis in algorithms, covering the hiring problem and the birthday paradox, along with hash tables and functions.

Quantum Random Number Generation

Explores quantum random number generation, discussing the challenges and implementations of generating good randomness using quantum devices.

ANOVA and Factorial Experiments

Explores ANOVA, factorial experiments, and model evaluation techniques.

Likelihood Ratio Tests: Optimality and Applications

Explores the theory and applications of likelihood ratio tests in statistical hypothesis testing.

Sampling: Inference and Statistics

Explores sampling in inferential statistics, emphasizing the impact of sample size and randomness on inference accuracy.

Epidemiological Parameters Inference from Clinical Data

Explores the challenges of inferring epidemiological parameters from clinical data, focusing on COVID-19 and the complexities of estimating infection fatality ratios.

Randomness in Social Process

Explores randomness in social processes, focusing on the selection of authority roles.

Randomness in Social Self-Organization

Discusses randomness in social self-organization, exploring its role in democratic processes and the challenges of representation and accuracy.

Quick Sort Analysis: Finding k Smallest

Covers the analysis of quick sort, including time complexity and randomization for finding the k-th smallest number.