Ji Meng Loh
Associate Professor, Mathematical Sciences
211C Cullimore Hall
Education
Ph.D.; University of Chicago; Statistics; 2001
Post Graduate Diploma; National Institute of Education, Singapore; Education ; 1994
B.S.; Victoria University of Wellington, New Zealand; Mathematics And Physics; 1991
Post Graduate Diploma; National Institute of Education, Singapore; Education ; 1994
B.S.; Victoria University of Wellington, New Zealand; Mathematics And Physics; 1991
Website
Past Courses
MATH 244: INT TO PROBABLITY THEORY
MATH 333: PROBABILITY & STATISTICS
MATH 333: PROBABILITY AND STATISTICS
MATH 344: REGRESSION ANALYSIS
MATH 345: MULTIVARIATE DISTRIBUTIONS
MATH 461: INTRO STATISTICAL COMP SAS/R
MATH 660: INTRO TO STAT COMP W/ SAS & R
MATH 661: APPLIED STATISTICS
MATH 662: PROBABILITY DISTRIBUTIONS
MATH 664: METHODS FOR STAT CONSULT
MATH 665: STATISTICAL INFERENCE
MATH 333: PROBABILITY & STATISTICS
MATH 333: PROBABILITY AND STATISTICS
MATH 344: REGRESSION ANALYSIS
MATH 345: MULTIVARIATE DISTRIBUTIONS
MATH 461: INTRO STATISTICAL COMP SAS/R
MATH 660: INTRO TO STAT COMP W/ SAS & R
MATH 661: APPLIED STATISTICS
MATH 662: PROBABILITY DISTRIBUTIONS
MATH 664: METHODS FOR STAT CONSULT
MATH 665: STATISTICAL INFERENCE
Research Interests
Spatial statistics, in particular, the analysis of spatial point patterns; bootstrap, anomaly detection and dimension reduction in spatial data; astrostatistics; applications in social science, fMRI and EEG, and human mobility.
Conference Proceeding
Quantitative Metrics for Mutation Testing
International Conference on Software Technologies (ICSOFT), July (3rd Quarter/Summer) 2019
Impact of Mutation Operators on the Ratio of Equivalent Mutants
International Conference on Intelligent Software Methodologies, Tools and Techniques (SOMET 2018), September 2018
Impact of Mutation Operators on Mutant Equivalence
International Conference on Software Technologies (ICSOFT), June 2018
Empirical Glitch explanations
20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 2014
A masking index for quantifying hidden glitches
IEEE 13th International Conference on Data Mining, December 2013
Effect of data repair on mining network streams
International Conference on Data Mining 2013, Data Mining in Networks Workshop, December 2012
International Conference on Software Technologies (ICSOFT), July (3rd Quarter/Summer) 2019
Impact of Mutation Operators on the Ratio of Equivalent Mutants
International Conference on Intelligent Software Methodologies, Tools and Techniques (SOMET 2018), September 2018
Impact of Mutation Operators on Mutant Equivalence
International Conference on Software Technologies (ICSOFT), June 2018
Empirical Glitch explanations
20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 2014
A masking index for quantifying hidden glitches
IEEE 13th International Conference on Data Mining, December 2013
Effect of data repair on mining network streams
International Conference on Data Mining 2013, Data Mining in Networks Workshop, December 2012
Journal Article
Loh, Ji Meng (2018). Trovafloxacin attenuates neuroinflammation and improves outcome after traumatic brain injury in mice. Journal of Neuroinflammation, 15(1), 42.
Ihde, Erin, & Zamudio, Stacy, & Loh, Ji Meng, & Zhu, Yalin, & Woytanowski, John, & Rosen, Lawrence (2017). Application of a novel mass spectrometric (MS) method to examine exposure to Bisphenol-A and common substitutes in a maternal fetal cohort. Human and Ecological Risk Assessment,
Jang, Woncheol, & Loh, Ji Meng (2017). Bandwidth selection for estimating the two-point correlation function of a spatial point pattern using AMSE. Statistica Sinica,
Artigas, Francesco, & Loh, Ji Meng, & Shin, Jin Y., & Yao, Ying (2017). Baseline and distribution of organic pollutants and heavy metals in tidal creek sediments after Hurricane Sandy in the Meadowlands of New Jersey. Environmental Earth Science, 76, 293.
Jang, Woncheol, & Loh, Ji Meng (2017). Quantitative Comparison of Two-point Correlation Functions from Real and Mock SDSS Galaxy Catalog. Astrophysical Journal, 839,
Ihde, Erin, & Zamudio, Stacy, & Loh, Ji Meng, & Zhu, Yalin, & Woytanowski, John, & Rosen, Lawrence (2017). Application of a novel mass spectrometric (MS) method to examine exposure to Bisphenol-A and common substitutes in a maternal fetal cohort. Human and Ecological Risk Assessment,
Jang, Woncheol, & Loh, Ji Meng (2017). Bandwidth selection for estimating the two-point correlation function of a spatial point pattern using AMSE. Statistica Sinica,
Artigas, Francesco, & Loh, Ji Meng, & Shin, Jin Y., & Yao, Ying (2017). Baseline and distribution of organic pollutants and heavy metals in tidal creek sediments after Hurricane Sandy in the Meadowlands of New Jersey. Environmental Earth Science, 76, 293.
Jang, Woncheol, & Loh, Ji Meng (2017). Quantitative Comparison of Two-point Correlation Functions from Real and Mock SDSS Galaxy Catalog. Astrophysical Journal, 839,
SHOW MORE
Fang, Yixin, & Loh, Ji Meng (2017). Single-index model for inhomogeneous spatial point processes. Statistica Sinica, 27, 555-574.
Loh, Ji Meng (2016). Fast food and liquor store density, co-tenancy, and turnover: Vice store operations in Chicago, 1995-2008. Applied Geography, 1-13.
Loh, Ji Meng (2015). Association of environmental chemicals and estrogen metabolites in children. BMC Endocrine Disorders, 15, 83.
Loh, Ji Meng (2015). Safety and efficacy of a 100% dimethicone pediculocide in school-age children. BMC Pediatrics, 15, 70.
Loh, Ji Meng (2015). Variable Selection for Inhomogeneous Spatial Point Processes. Canadian Journal of Statistics, 43(2), 288-305.
Loh, Ji Meng (2014). Mapping Contaminants Associated with Autism: A Public Health Pilot in New Jersey. Journal of Geographic Information System, 6, 706-722.
Loh, Ji Meng (2014). Some Properties of Generalized Fused Lasso and Its Applications to High Dimensional Data. Journal of the Korean Statistical Society,
Loh, Ji Meng (2014). A masking index for quantifying hidden glitches. Knowledge and Information System, 1-25.
Loh, Ji Meng (2014). Spatial detection of anomalous cellular network events. Statistical Analysis and Data Mining, 7, 212-225.
Loh, Ji Meng (2014). PDGF-responsive progenitors persist in the subventricular zone across the lifespan . ASN Neuro, 6, 65-81.
Loh, Ji Meng (2013). Comparing spatial densities characterizing human mobility using ratio maps. Statistics and Its Interface, 6, 577-584.
Loh, Ji Meng (2013). Bayesian nonparametric estimation of pair correlation functions for inhomogeneous spatial point processes. Journal of Nonparametric Statistics, 25, 463-474.
Loh, Ji Meng (2013). Human mobility characterization from cellular network data. Communications of the ACM, 56, 74-82.
Loh, Ji Meng (2012). Auditing Data Streams for Correlated Glitches. International Journal of Information Quality,
Loh, Ji Meng (2016). Fast food and liquor store density, co-tenancy, and turnover: Vice store operations in Chicago, 1995-2008. Applied Geography, 1-13.
Loh, Ji Meng (2015). Association of environmental chemicals and estrogen metabolites in children. BMC Endocrine Disorders, 15, 83.
Loh, Ji Meng (2015). Safety and efficacy of a 100% dimethicone pediculocide in school-age children. BMC Pediatrics, 15, 70.
Loh, Ji Meng (2015). Variable Selection for Inhomogeneous Spatial Point Processes. Canadian Journal of Statistics, 43(2), 288-305.
Loh, Ji Meng (2014). Mapping Contaminants Associated with Autism: A Public Health Pilot in New Jersey. Journal of Geographic Information System, 6, 706-722.
Loh, Ji Meng (2014). Some Properties of Generalized Fused Lasso and Its Applications to High Dimensional Data. Journal of the Korean Statistical Society,
Loh, Ji Meng (2014). A masking index for quantifying hidden glitches. Knowledge and Information System, 1-25.
Loh, Ji Meng (2014). Spatial detection of anomalous cellular network events. Statistical Analysis and Data Mining, 7, 212-225.
Loh, Ji Meng (2014). PDGF-responsive progenitors persist in the subventricular zone across the lifespan . ASN Neuro, 6, 65-81.
Loh, Ji Meng (2013). Comparing spatial densities characterizing human mobility using ratio maps. Statistics and Its Interface, 6, 577-584.
Loh, Ji Meng (2013). Bayesian nonparametric estimation of pair correlation functions for inhomogeneous spatial point processes. Journal of Nonparametric Statistics, 25, 463-474.
Loh, Ji Meng (2013). Human mobility characterization from cellular network data. Communications of the ACM, 56, 74-82.
Loh, Ji Meng (2012). Auditing Data Streams for Correlated Glitches. International Journal of Information Quality,
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