| Project Title: | STATISTICAL METHODS FOR AIR-POLLUTION STUDIES USING LOW-COST MONITORS |
|---|---|
| PI: | Datta, Abhirup |
| Institution: | Johns Hopkins University |
| Grant Number: | R01ES033739 |
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Viewing 11 publications
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| Publication Title | Authors | Grant Number(s) | Journal (Pub date) | PubMed Link | Pub Year |
|---|---|---|---|---|---|
| A DYNAMIC SPATIAL FILTERING APPROACH TO MITIGATE UNDERESTIMATION BIAS IN FIELD CALIBRATED LOW-COST S ... | Heffernan, Claire; PenG, Roger; Gentner, Drew R; Koehler, Kirsten; Datta, Abhirup | R01ES033739 | Ann Appl Stat (2023 Dec) |
38646662
|
2023 |
| An illustration of model agnostic explainability methods applied to environmental data. | Wikle, Christopher K; Datta, Abhirup; Hari, Bhava Vyasa; Boone, Edward L; Sahoo, Indranil; Kavi ... | R01ES033739 | Environmetrics (2023 Feb) |
37200542
|
2023 |
| Evaluation of Calibration Approaches for Indoor Deployments of PurpleAir Monitors. | Koehler, Kirsten; Wilks, Megan; Green, Tim; Rule, Ana M; Zamora, Misti L; Buehler, Colby; Datt ... | P2CES033415, R00ES029116, R01ES029512, R01ES029999, R01ES033739 | Atmos Environ (1994) (2023 Oct 01) |
37901719
|
2023 |
| Identifying optimal co-location calibration periods for low-cost sensors. | Zamora, Misti Levy; Buehler, Colby; Datta, Abhirup; Gentner, Drew R; Koehler, Kirsten | R00ES029116, R01ES033739 | Atmos Meas Tech (2023) |
37323467
|
2023 |
| Laboratory and field evaluation of a low-cost methane sensor and key environmental factors for senso ... | Lin, Joyce J Y; Buehler, Colby; Datta, Abhirup; Gentner, Drew R; Koehler, Kirsten; Zamora, Mis ... | R00ES029116, R01ES033739 | Environ Sci Atmos (2023 Apr 13) |
37063944
|
2023 |
| Modeling Multivariate Spatial Dependencies Using Graphical Models. | Dey, Debangan; Datta, Abhirup; Banerjee, Sudipto | R01ES033739 | N Engl J Stat Data Sci (2023 Sep) |
37817840
|
2023 |
| nnSVG for the scalable identification of spatially variable genes using nearest-neighbor Gaussian pr ... | Weber, Lukas M; Saha, Arkajyoti; Datta, Abhirup; Hansen, Kasper D; Hicks, Stephanie C | R01ES033739 | Nat Commun (2023 Jul 10) |
37429865
|
2023 |
| Evaluating the Performance of Using Low-Cost Sensors to Calibrate for Cross-Sensitivities in a Multi ... | Zamora, Misti Levy; Buehler, Colby; Lei, Hao; Datta, Abhirup; Xiong, Fulizi; Gentner, Drew R; ... | R00ES029116, R01ES033739 | ACS ES T Eng (2022 May 13) |
35937506
|
2022 |
| Non-linear probabilistic calibration of low-cost environmental air pollution sensor networks for nei ... | Patton, Andrew; Datta, Abhirup; Zamora, Misti Levy; Buehler, Colby; Xiong, Fulizi; Gentner, Dr ... | R00ES029116, R01ES033739 | J Expo Sci Environ Epidemiol (2022 Nov) |
36352094
|
2022 |
| RandomForestsGLS: An R package for Random Forests for dependent data. | Saha, Arkajyoti; Basu, Sumanta; Datta, Abhirup | R01ES033739 | J Open Source Softw (2022) |
37077317
|
2022 |
| Scalable Predictions for Spatial Probit Linear Mixed Models Using Nearest Neighbor Gaussian Processe ... | Saha, Arkajyoti; Datta, Abhirup; Banerjee, Sudipto | R01ES030210, R01ES033739 | J Data Sci (2022) |
37786782
|
2022 |