Essays about: "Posterior predictive distribution"

Found 2 essays containing the words Posterior predictive distribution.

1. 1. Optimization and Bayesian Modeling of Road Distance for Inventory of Potholes in Gävle Municipality

   University essay from Stockholms universitet/Statistiska institutionen

   Author : Timothy Rafael Lindblom; Oskar Tollin; [2022]
   Keywords : Traveling salesman problem; Bayesian inference; Simulated annealing; Nearest neighbour algorithm; Markov Chain Monte Carlo; MCMC; Potholes; Haversine formula; Metropolis-Hastings; Posterior predictive distribution; Handelsresande problemet; bayesiansk inferens; simulerad anlöpning; nearest neighbour algorithm; Markov Chain Monte Carlo; MCMC; potthål; storcirkelavstånd; Metropolis-Hastings; posterior predictive distribution;

   Abstract : Time management and distance evaluation have long been a difficult task for workers and companies. This thesis studies 6712 pothole coordinates in Gävle municipality, and evaluates the minimal total road distance needed to visit each pothole once, and return to an initial pothole. READ MORE

3. 2. Detecting Contextual Network Anomaly in the Radio Network Controller from Bayesian Data Analysis

   University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

   Author : Seonghyun Kim; [2015]
   Keywords : ;

   Abstract : This thesis presents Bayesian approach for a contextual network anomaly detection. Network anomaly detection is important in a computer system performance monitoring perspective. Detecting a contextual anomaly is much harder since we need to take the context into account in order to explain whether it is normal or abnormal. READ MORE