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researcher

M. Prates

9 papers hereh-index 14902 citations82 works total

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

author position
  • middle author7
  • last author1

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • stat.AP2
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedDynamic Time Scan Forecasting

1 citations · 4 across the 7 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

stat.ME2019

Fast Bayesian inference of Block Nearest Neighbor Gaussian process for large data

Zaida C. Quiroz, Marcos O. Prates, Dipak K. Dey +1

This paper presents the development of a spatial block-Nearest Neighbor Gaussian process (block-NNGP) for location-referenced large spatial data. The key idea behind this approach…

stat.AP2019★ 1 cited

Dynamic Time Scan Forecasting

Marcelo Azevedo Costa, Leandro Brioschi Mineti, Marcos Oliveira Prates +1

The dynamic time scan forecasting method relies on the premise that the most important pattern in a time series precedes the forecasting window, i.e., the last observed values. Thu…

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