Nikolay A Bliznyuk

Nikolay A Bliznyuk,

Associate Professor Of Statistics

Department: AG-AGRICUL / BIOLOGICAL ENG
Business Phone: (352) 392-3724
Business Email: nbliznyuk@ufl.edu

Teaching Profile

Courses Taught
2014-2021
ABE6933 Special Topics in Agricultural and Biological Engineering
2018-2022
ABE4932 Special Topics
2012,2019-2021,2021
STA6934 Special Topics in Statistics
2018
STA7980 Research for Doctoral Dissertation
2018
STA7979 Advanced Research
2018
ABE7979 Advanced Research
2018
WIS7979 Advanced Research
2011-2014
STA4322 Intro Statistics Thry
2013
STA6167 Statistical Methods in Research II
2011-2013
STA5328 Fundamentals of Statistical Theory
2022
ABE6905 Individual Work in Agricultural and Biological Engineering
2022
STA6348 Bayesian Analysis for Machine Learning and Uncertainty Quantification
2022
EEL5934 Special Topics in Electrical Engineering
2022
STA6703 Statistical Machine Learning

Research Profile

Open Researcher and Contributor ID (ORCID)

0000-0001-7118-7907

Publications

2022
Concentration of Serum Biomarkers of Brain Injury in Neonates With a Low Cord pH With or Without Mild Hypoxic-Ischemic Encephalopathy.
Frontiers in neurology. 13 [DOI] 10.3389/fneur.2022.934755. [PMID] 35873777.
2022
Examining Older Adults’ Home Functioning Using the American Housing Survey.
International journal of environmental research and public health. 19(8) [DOI] 10.3390/ijerph19084691. [PMID] 35457557.
2022
Metabolomic selection for enhanced fruit flavor.
Proceedings of the National Academy of Sciences of the United States of America. 119(7) [DOI] 10.1073/pnas.2115865119. [PMID] 35131943.
2022
Proceedings of the 13th International Newborn Brain Conference: Fetal and/or neonatal brain development, both normal and abnormal.
Journal of neonatal-perinatal medicine. 15(2):411-426 [DOI] 10.3233/NPM-229002. [PMID] 35431185.
2021
Comparing head ultrasounds and susceptibility-weighted imaging for the detection of low-grade hemorrhages in preterm infants.
Journal of perinatology : official journal of the California Perinatal Association. 41(4):736-742 [DOI] 10.1038/s41372-020-00890-x. [PMID] 33318689.
2021
Improving national level spatial mapping of malaria through alternative spatial and spatio-temporal models.
Spatial and spatio-temporal epidemiology. 36 [DOI] 10.1016/j.sste.2020.100394. [PMID] 33509423.
2020
Combined vEEG and Cerebral Oximetry Results to Determine the Severity of Hypoxic-Ischemic Encephalopathy
Journal of Pediatric Neurology. 18(02):79-87 [DOI] 10.1055/s-0039-1687883.
2020
Early exposure to a methyl donor supplemented diet and the development of repetitive motor behavior in a mouse model.
Developmental psychobiology. 62(1):77-87 [DOI] 10.1002/dev.21914. [PMID] 31512235.
2020
Testing a crop model with extreme low yields from historical district records
Field Crops Research. 249 [DOI] 10.1016/j.fcr.2018.03.006.
2019
A Spatio-Temporal Modeling Framework for Surveillance Data of Multiple Infectious Pathogens with Small Laboratory Validation Sets.
Journal of the American Statistical Association. 114(528):1561-1573 [DOI] 10.1080/01621459.2019.1585250. [PMID] 31937981.
2019
Spatio-temporal additive regression model selection for urban water demand
Stochastic Environmental Research and Risk Assessment. 33(4-6):1075-1087 [DOI] 10.1007/s00477-019-01682-2.
2018
A Pilot Study of Inhaled CO Therapy in Neonatal Hypoxia-Ischemia: Carboxyhemoglobin Concentrations and Brain Volumes.
Frontiers in pediatrics. 6 [DOI] 10.3389/fped.2018.00120. [PMID] 29765933.
2018
Enteral Feeding as an Adjunct to Hypothermia in Neonates with Hypoxic-Ischemic Encephalopathy.
Neonatology. 113(4):347-352 [DOI] 10.1159/000487848. [PMID] 29510382.
2018
Forecasting urban household water demand with statistical and machine learning methods using large space-time data: A Comparative study
Environmental Modelling & Software. 102:29-38 [DOI] 10.1016/j.envsoft.2018.01.002.
2018
Water Conservation Benefits of Long-Term Residential Irrigation Restrictions in Southwest Florida
Journal – American Water Works Association. 110(2):E2-E17 [DOI] 10.5942/jawwa.2018.110.0019.
2017
Intrinsic Bayesian Analysis for Occupancy Models
Bayesian Analysis. 12(3):855-877 [DOI] 10.1214/16-BA1014.
2017
Semiparametric regression models for spatial prediction and uncertainty quantification of soil attributes
Stochastic Environmental Research and Risk Assessment. 31(10):2691-2703 [DOI] 10.1007/s00477-016-1337-0.
2017
The development of repetitive motor behaviors in deer mice: Effects of environmental enrichment, repeated testing, and differential mediation by indirect basal ganglia pathway activation.
Developmental psychobiology. 59(3):390-399 [DOI] 10.1002/dev.21503. [PMID] 28181216.
2016
Bayesian Variable Selection on Model Spaces Constrained by Heredity Conditions.
Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 25(2):515-535 [DOI] 10.1080/10618600.2015.1056793. [PMID] 28082825.
2016
Using an Arrhenius-type function to describe temperature response of plant developmental processes: inference and cautions.
The New phytologist. 210(2):377-9 [DOI] 10.1111/nph.13812. [PMID] 26805746.
2015
Assessing Uncertainty in Soil Organic Carbon Modeling Across a Highly Heterogeneous Landscape
Geoderma. 251:105-116 [DOI] 10.1016/j.geoderma.2015.03.028.
2015
Repetitive motor behavior: further characterization of development and temporal dynamics.
Developmental psychobiology. 57(2):201-11 [DOI] 10.1002/dev.21279. [PMID] 25631623.
2014
NONLINEAR PREDICTIVE LATENT PROCESS MODELS FOR INTEGRATING SPATIO-TEMPORAL EXPOSURE DATA FROM MULTIPLE SOURCES.
The annals of applied statistics. 8(3):1538-1560 [DOI] 10.1214/14-AOAS737. [PMID] 29861821.
2012
Local Derivative-Free Approximation of Computationally Expensive Posterior Densities.
Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 21(2):676-695 [DOI] 10.1080/10618600.2012.681255. [PMID] 29861616.
2012
Uncertainty Analysis for Computationally Expensive Models with Multiple Outputs.
Journal of agricultural, biological, and environmental statistics. 17(4):623-640 [DOI] 10.1007/s13253-012-0091-0. [PMID] 29861620.
2012
Variogram estimation in the presence of trend.
Statistics and its interface. 5(2):159-168 [PMID] 22737256.
2011
Efficient Interpolation of Computationally Expensive Posterior Densities With Variable Parameter Costs.
Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 20(3):636-655 [DOI] 10.1198/jcgs.2011.09212. [PMID] 29861615.

Grants

Jul 2022 ACTIVE
UF/IFAS Fertilizer Rate and Nutrient Management Studies
Role: Project Manager
Funding: FL DEPT OF AG AND CON SER AG ENV SVC
Sep 2020 – Nov 2021
Predicting individuals functional difficulties at home using statistical machine learning
Role: Faculty
Funding: UNIVERSITY OF TEXAS MEDICAL BRANCH via AMERICAN OCCUPATIONAL THERAPY FOUNDATION
Sep 2019 ACTIVE
FACT: Enhanced phenotypic prediction of dairy cattle performance combined with an economic tool to improve replacement and breeding decision-making at the individual and herd level
Role: Co-Investigator
Funding: US DEPT OF AG NATL INST OF FOOD AND AG
Jul 2018 – Jun 2019
Center for Statistics and Quantitative Infectious Diseases (CSQUID): Research Project 1 – Modeling, Spacial, Statistics
Role: Co-Investigator
Funding: FRED HUTCHINSON CANCER RES CTR via NATL INST OF HLTH NIGMS
Jul 2017 – Jun 2018
Center for Statistics and Quantitative Infectious Diseases (CSQUID): Research Project 1 – Modeling, Spacial, Statistics
Role: Co-Investigator
Funding: FRED HUTCHINSON CANCER RES CTR via NATL INST OF HLTH NIGMS
Jul 2016 – Jun 2017
center for statistics and quantitative infectious diseases (csquid): project 1 modeling , special, statistics
Role: Project Manager
Funding: FRED HUTCHINSON CANCER RES CTR via NATL INST OF HLTH NIGMS
Jul 2015 – Jun 2016
Center for Statistics and Quantitative Infectious Diseases
Role: Project Manager
Funding: FRED HUTCHINSON CANCER RES CTR via NATL INST OF HLTH NIGMS
Jun 2015 – May 2018
Spatio-Temporal Modeling for Surveillance Data of Multiple Pathogens
Role: Project Manager
Funding: NATL INST OF HLTH NIAID
Jul 2014 – Jun 2017
Clinical utility of blood based biomarkers for management of neonatal HIE
Role: Project Manager
Funding: AMER HEART ASSOCIATION
Sep 2013 – Aug 2016
Detection and Quantification of Neonatal Intraventricular Hemorrhage using EIT
Role: Project Manager
Funding: ELECTRICAL GEODESICS INC via NATL INST OF HLTH NINDS

Contact Details

Phones:
Business:
(352) 392-3724
Emails:
Business:
nbliznyuk@ufl.edu
Addresses:
Business Mailing:
DEPARTMENT OF AGRICULTURAL AND BIOLOGICAL EN
PO BOX 110570
239 ROGERS HALL
GAINESVILLE FL 326110570
Business Street:
239 ROGERS HALL
GAINESVILLE FL 32611