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Hamiltonian Monte Carlo to estimate Burr III distribution

Abstract Number:

2751 

Submission Type:

Contributed Abstract 

Contributed Abstract Type:

Poster 

Participants:

Woosuk Kim (1), Olivia Stewart (1), Alexander Kim (2), Kyra Wotorson (1)

Institutions:

(1) Slippery Rock University, N/A, (2) Seneca Valley Senior High School, N/A

Co-Author(s):

Olivia Stewart  
Slippery Rock University
Alexander Kim  
Seneca Valley Senior High School
Kyra Wotorson  
Slippery Rock University

First Author:

Woosuk Kim  
Slippery Rock University

Presenting Author:

Alexander Kim  
Seneca Valley Senior High School

Abstract Text:

In this poster presentation, we apply Hamiltonian Monte Carlo (HMC) to estimate three parameters of Burr III distribution and compare the estimates from HMC to the results from Metropolis-Hastings algorithm. And we use HMC to analyze Arthritis Relief Times Data.

Keywords:

Hamiltonian Monte Carlo|Burr III Distribution| | | |

Sponsors:

Section on Bayesian Statistical Science

Tracks:

Bayesian Computation

Can this be considered for alternate subtype?

No

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I have read and understand that JSM participants must abide by the Participant Guidelines.

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I understand that JSM participants must register and pay the appropriate registration fee by June 1, 2024. The registration fee is non-refundable.

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