Lectures related to Frequency (statistics)

Data Analysis Techniques: Amplitude Shift Keying and Graphical Methods

Covers amplitude shift keying and various data analysis techniques using Jupyter Notebooks.

Monte Carlo Methods: Thermal Radiation Applications

Discusses the application of Monte Carlo methods in thermal radiation analysis, focusing on probability functions and numerical integration techniques.

Estimating R

Covers the estimation of R, including the continuity theorem and limit laws for random variables.

Factorial design II

Explores the visualization and selection of effects in a 2N Full Factorial Design using the Normal plot method.

Estimating Maximum Streamflow with LP3 Distribution

Covers the frequency factor approach and the log-Pearson Type III distribution for estimating maximum streamflow.

Max Entropy and Monte Carlo

Explores max entropy, Shannon's entropy, Lagrange multipliers, and Monte Carlo sampling techniques.

Funding an Idea: Sources and Steps

Explores funding an idea, big data analysis, and statistics basics with insights on avoiding common pitfalls.

Copulas and Tail Dependence

Explores copulas, rank correlations, and tail dependence measures in risk management.

Copulas and Margins

Explores copulas with different margins and their joint distributions, including concepts like concordance probability and extremal dependence.

Bayesian Networks: Fundamentals and Applications

Covers the fundamentals of Bayesian Networks and their applications in probabilistic topic modeling.

Limit Distribution of Componentwise Maxima: Proof of Theorem 28

Explores the limit distribution of componentwise maxima of independent random variables, leading to a non-degenerate distribution with unit Fréchet margins.

Law of Large Numbers: Probability

Explores the convergence of averages of random variables and empirical frequencies in probability theory.

Statistical Modelling & Probability Basics

Covers statistical modelling basics, probability concepts, and random variables for data analysis.

Central Tendency and Dispersion

Explores replicates, visualization methods, central tendency measures, outliers, dispersion, averages, residuals, and unbiased estimators.

Transformations of Continuous Variables

Covers the transformations of continuous random variables and the determinant of Jacobians.

Probability Theory: Central Limit Theorem

Explores probability theory, distribution of averages, and the central limit theorem.

Turbulence: Numerical Flow Simulation

Explores turbulence characteristics, simulation methods, and modeling challenges, providing guidelines for choosing and validating turbulence models.

Families of Distributions: PDFs and CDFs

Explores PDFs and CDFs for discrete and continuous random variables, including Gaussian, uniform, and exponential distributions.

Signal Representations

Covers the concept of signal representations using wavelets and the Haar wavelet.

Room Modes Equalization with Electroacoustic Absorbers: Frequency Response

Analyzes the frequency response of a room with electroacoustic absorbers.