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HMWK 11
Simulation of a Wiener Process (Euler–Maruyama) Simulation of a Wiener Process Euler–Maruyama approximation of Brownian motion with interactive visualization 1. Problem description We want to simulate a Wiener process (standard Brownian motion) over a time horizon \(T\), starting from \(X_0…
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HMWK 10
Simulation of a Counting Process and Poisson Approximation Simulation of a Counting Process and Poisson…
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HMWK 9
Interpretations of Probability and the Axiomatic Foundation Interpretations of Probability and the Axiomatic Foundation Interpretations,…
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HMWK 6
Homework VI — Online Algorithms for Mean and Variance HMWK 6 — Deriving and Implementing…
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HMWK 8
Bernoulli Processes, Binomial Structure, and Combinatorics Bernoulli Processes, Binomial Structure, and Combinatorial Links Analogies with…
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HMWK 7
Random Walk of Server Security Scores Random Walk of Server Security Scores Weekly security updates and attacker breaches as a random walk Problem description Consider a server that receives weekly security updates over \(n\) weeks. In each week there are…
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HMWK 5
Exploring Measures of Location and Dispersion: Understanding the Shape of Data Statistics allows us to…
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HMWK3
RSA Encryption and Frequency Analysis — Background The RSA algorithm (Rivest–Shamir–Adleman, 1977) is one of…
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HMWK 4
Homework IV — Law of Large Numbers (LLN) Homework IV — Law of Large Numbers…
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HMWK2
1) Datasets and Distributions In the world of data science, two fundamental concepts you’ll encounter…