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Richard H. Gerlach

14 papers hereh-index 272.3k citations105 works total

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

author position
  • first author2
  • middle author5
  • last author7

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • q-fin.RM7
  • stat.ME2
  • stat.ML2
  • cs.LG1
  • q-fin.ST1
  • stat.AP1
same name
  • Richard H. Gerlach — 6 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162021
most citedA Semi-parametric Realized Joint Value-at-Risk and Expected Shortfall Regression Framework

3 citations · 9 across the 11 of their papers we have counts for

collaborators
Showing 2017Show all

3 papers · 1 filter

stat.ME2017

Semiparametric GARCH via Bayesian model averaging

Wilson Ye Chen, Richard H. Gerlach

As the dynamic structure of the financial markets is subject to dramatic changes, a model capable of providing consistently accurate volatility estimates must not make strong assum…

q-fin.RM2017★ 1 cited

Bayesian Realized-GARCH Models for Financial Tail Risk Forecasting Incorporating Two-sided Weibull Distribution

Chao Wang, Qian Chen, Richard Gerlach

The realized GARCH framework is extended to incorporate the two-sided Weibull distribution, for the purpose of volatility and tail risk forecasting in a financial time series. Furt…

stat.ME2017

Dynamic Quantile Function Models

Wilson Ye Chen, Gareth W. Peters, Richard H. Gerlach +1

Motivated by the need for effectively summarising, modelling, and forecasting the distributional characteristics of intra-daily returns, as well as the recent work on forecasting h…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.