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

Publications

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.
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.
View on: PubMed
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

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

Teaching Profile

Courses Taught
2014-2022
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

Contact Details

Phones:
Business:
(352) 392-3724
Emails:
Business:
nbliznyuk@ufl.edu