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Taylor R. Brown

6 papers hereh-index 210 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author4
  • first author1
  • middle author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME3
  • stat.AP2
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedApproximating Posterior Predictive Distributions by Averaging Output From Many Particle Filters

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

stat.ME2019

A Pseudo-Marginal Metropolis-Hastings Algorithm for Estimating Generalized Linear Models in the Presence of Missing Data

Taylor R. Brown, Timothy L. McMurry, Alexander Langevin

The missing data issue often complicates the task of estimating generalized linear models (GLMs). We describe why the pseudo-marginal Metropolis-Hastings algorithm, used in this se…

stat.AP2019

A Factor Stochastic Volatility Model with Markov-Switching Panic Regimes

Taylor R. Brown

The use of factor stochastic volatility models requires choosing the number of latent factors used to describe the dynamics of the financial returns process; however, empirical evi…

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