Continuous uniform distribution

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Statistical inference
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Stochastic Models for Communications

Covers stochastic models for communications, focusing on random variables, Markov chains, Poisson processes, and probability calculations.

Mixture models: alternative specific variance

Explores alternative specific variance in mixture models and discusses identification issues and model comparisons using 500 draws.

Random Walk: Hitting Probabilities

Explores random walks, hitting probabilities, recursive structures, and Gaussian processes.

Basics of Risk Analysis and Management

Introduces the basics of risk analysis and management in civil engineering, covering distributions, statistical reminders, and mathematical interpretation techniques.

Estimating Random Variables

Covers the estimation of random variables, including expectations, variances, and quantiles.

Distributed Forces: Calculations and Analysis

Explores the analysis of distributed forces, including calculations, replacements, reactions, and edge conditions.

Nonuniform Random Number Distributions: Examples and Methods

Explores nonuniform random number distributions, examples, methods, and generation techniques.

Coupon Collector Problem: Part 1

Explores the coupon collector problem, analyzing the minimum number of balls needed for each bin to contain at least one ball.

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Quantiles and Distributions

Explores quantiles in distribution functions and calculating expectations and variances.