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researcher

M. Risser

19 papers hereh-index 251.9k citations83 works total

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

author position
  • sole author2
  • first author11
  • middle author5
  • last author1

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • stat.AP9
  • stat.ME4
  • stat.ML3
  • cs.LG1
  • physics.data-an1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedReview: Nonstationary Spatial Modeling, with Emphasis on Process Convolution and Covariate-Driven Approaches

20 citations · 46 across the 12 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

stat.AP2019

The effect of geographic sampling on evaluation of extreme precipitation in high resolution climate models

Mark D. Risser, Michael F. Wehner

Traditional approaches for comparing global climate models and observational data products typically fail to account for the geographic location of the underlying weather station d…

stat.CO2019

Bayesian inference for high-dimensional nonstationary Gaussian processes

Mark D. Risser, Daniel Turek

In spite of the diverse literature on nonstationary spatial modeling and approximate Gaussian process (GP) methods, there are no general approaches for conducting fully Bayesian in…

stat.AP2019

Detected changes in precipitation extremes at their native scales derived from in situ measurements

Mark D. Risser, Christopher J. Paciorek, Travis A. O'Brien +2

The gridding of daily accumulated precipitation -- especially extremes -- from ground-based station observations is problematic due to the fractal nature of precipitation, and ther…

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