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Employment (1)

University of Campinas: Campinas, São Paulo, BR

2018-04-13 to present | Assistant Professor (Department of Statistics)
Employment
Source: Self-asserted source
Guilherme Ludwig

Education and qualifications (1)

University of Wisconsin Madison: Madison, WI, US

2011-08-15 to 2016-08-10 | Ph.D. (Department of Statistics)
Education
Source: Self-asserted source
Guilherme Ludwig

Works (11)

Functional and microstructural brain abnormalities, fatigue, and cognitive dysfunction after mild COVID-19

[]
2021-03-24 | Preprint
DOI: 10.1101/2021.03.20.21253414
Source: Self-asserted source
Guilherme Ludwig

Nonparametric methods for detecting change in Multitemporal SAR/PolSAR Satellite Data

2020 | Preprint
DOI: 10.48550/ARXIV.2001.05764
Source: Self-asserted source
Guilherme Ludwig

Scalable modeling of nonstationary covariance functions with non-folding B-spline deformation

2020 | Preprint
DOI: 10.48550/ARXIV.2007.00742
Source: Self-asserted source
Guilherme Ludwig

Morphological, cellular and molecular basis of brain infection in COVID-19 patients

[]
2020-10-13 | Preprint
DOI: 10.1101/2020.10.09.20207464
Source: Self-asserted source
Guilherme Ludwig

Interacting cluster point process model for epidermal nerve fibers

Spatial Statistics
2020-03 | Journal article
DOI: 10.1016/j.spasta.2020.100414
Part of ISSN: 2211-6753
Source: Self-asserted source
Guilherme Ludwig

On spline-based approaches to spatial linear regression for geostatistical data

Environmental and Ecological Statistics
2020-03-10 | Journal article
DOI: 10.1007/s10651-020-00441-9
Part of ISSN: 1352-8505
Part of ISSN: 1573-3009
Source: Self-asserted source
Guilherme Ludwig

STATIC AND ROVING SENSOR DATA FUSION FOR SPATIO-TEMPORAL HAZARD MAPPING WITH APPLICATION TO OCCUPATIONAL EXPOSURE ASSESSMENT

Annals of Applied Statistics
2017 | Journal article
DOI: 10.1214/16-AOAS995
WOSUID: WOS:000398965400007
Contributors: Ludwig, Guilherme; Chu, Tingjin; Zhu, Jun; Wang, Haonan; Koehler, Kirsten
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

Data fusion and spatial confounding in semiparametric methods for spatial and spatio-temporal data

2016 | Dissertation or Thesis
Source: Self-asserted source
Guilherme Ludwig

Aggregated functional data model for near-infrared spectroscopy calibration and prediction

Journal of Applied Statistics
2015 | Journal article
DOI: 10.1080/02664763.2014.938224
WOSUID: WOS:000343668600010
Contributors: Dias, Ronaldo; Garcia, Nancy L.; Ludwig, Guilherme; Saraiva, Marley A.
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

On fixed effects estimation in spline-based semiparametric regression for spatial data

2015 | Journal article
Source: Self-asserted source
Guilherme Ludwig

Estimação não paramétrica da função de covarîancia para dados funcionais agregados

2011 | Dissertation or Thesis
Source: Self-asserted source
Guilherme Ludwig
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