Probability-generating function

Formal sciences
Statistics
Statistical inference
Bayesian statistics

Related lectures (31)

About
Privacy
Disclaimer

Graph Chatbot

Page 2 of 4

The cross-nested logit model

Explores the cross-nested logit model, defining alternative groups with overlapping memberships and scale parameters for transportation analysis.

Elementary Distributions Factsheet

Covers elementary distributions like Bernoulli, Binomial, Geometric, Negative Binomial, Poisson, and Multinomial.

Review of Probability

Covers the review of probability concepts including Poisson distribution and moment generating functions.

Advanced Counting: Examples

Covers advanced counting techniques, including linear recurrence relations and generating functions, with examples from the Fibonacci sequence and differences between dice and poker cards.

Generating Functions: Advanced Counting

Covers the definition of generating functions and their application in solving recurrence relations.

Extreme Value Models: Technical Derivation

Explores the technical derivation and properties of Multivariate Extreme Value models.

Common Distributions: Moment Generating Functions

Explores common probability distributions, special distributions, and entropy concepts.

Combinatorial Mathematics

Explores combinatorial mathematics, covering permutations, combinations, and binomial coefficients, along with probability and statistics concepts.

Generating Functions for Correlation Functions

Explores generating functions for correlation functions in the context of the forced harmonic oscillator.

Multi-arm Bandits: Regret and Exploration

Explores regret in multi-arm bandits, balancing exploration and exploitation for optimal decision-making in real-world applications.