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 461: INTRODUCTION TO STATISTICAL COMPUTING WITH SAS AND R
MATH 478: STAT METHODS IN DATA SCI
MATH 660: INTRO TO STAT COMP W/ SAS & R
MATH 660: INTRODUCTION TO STATISTICAL COMPUTING WITH SAS AND R
MATH 661: APPLIED STATISTICS
MATH 662: PROBABILITY DISTRIBUTIONS
MATH 664: METHODS FOR STAT CONSULT
MATH 664: METHODS FOR STATISTICAL CONSULTING
MATH 665: STATISTICAL INFERENCE
MATH 707: ADVANCED APPLIED MATHEMATICS IV: SPECIAL TOPICS
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 461: INTRODUCTION TO STATISTICAL COMPUTING WITH SAS AND R
MATH 478: STAT METHODS IN DATA SCI
MATH 660: INTRO TO STAT COMP W/ SAS & R
MATH 660: INTRODUCTION TO STATISTICAL COMPUTING WITH SAS AND R
MATH 661: APPLIED STATISTICS
MATH 662: PROBABILITY DISTRIBUTIONS
MATH 664: METHODS FOR STAT CONSULT
MATH 664: METHODS FOR STATISTICAL CONSULTING
MATH 665: STATISTICAL INFERENCE
MATH 707: ADVANCED APPLIED MATHEMATICS IV: SPECIAL TOPICS
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.
Journal Article
Datta, Subha, & Loh, Ji Meng (2022). Sufficient Dimension Reduction for Spatial Point Processes Using Weighted Principal Support Vector Machines. Statistics and Its Interface, 15(4), 415-431.
DaSilva, Matthew, & Chandran, Vishnu, & Dixon, Philippe, & Loh, Ji Meng, & Dennerlein, Jack, & Schiffman, Jeffrey, & Pal, Saikat (2021). Muscle co-contractions are greater in older adults during walking over uneven compared to even surfaces. Journal of Biomechanics,
Loh, Ji, & Latif, Monsour , & Kim, David, & Marsit, Imen, & Ayad, Amani, & Omri, Mohamed, & Mili, Ali (2021). The Ratio of Equivalent Mutants: A Key to Analyzing Mutation Equivalence. Elsevier, 181, 20.
Loh, Ji Meng, & Jang, Woncheol, & Kim, Junsik (2021). Generalized Bagging. Journal of the Korean Statistical Society,
Yau, Chun Yip, & Loh, Ji Meng, & Zhu, Zhengyuan, & Leung, Sze Him (2020). Spatial Sampling Design using Generalized Neyman-Scott Process. Journal of Agricultural, Biological and Environmental Statistics,
DaSilva, Matthew, & Chandran, Vishnu, & Dixon, Philippe, & Loh, Ji Meng, & Dennerlein, Jack, & Schiffman, Jeffrey, & Pal, Saikat (2021). Muscle co-contractions are greater in older adults during walking over uneven compared to even surfaces. Journal of Biomechanics,
Loh, Ji, & Latif, Monsour , & Kim, David, & Marsit, Imen, & Ayad, Amani, & Omri, Mohamed, & Mili, Ali (2021). The Ratio of Equivalent Mutants: A Key to Analyzing Mutation Equivalence. Elsevier, 181, 20.
Loh, Ji Meng, & Jang, Woncheol, & Kim, Junsik (2021). Generalized Bagging. Journal of the Korean Statistical Society,
Yau, Chun Yip, & Loh, Ji Meng, & Zhu, Zhengyuan, & Leung, Sze Him (2020). Spatial Sampling Design using Generalized Neyman-Scott Process. Journal of Agricultural, Biological and Environmental Statistics,
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Chapter
Ayad, Amani, & Marsit, Imen, & Omri, Mohamed, & Loh, Ji Meng, & Mili, Ali (2020). Quantitative Analysis of Mutant Equivalence, Martin van Sinderen and L.A. Maciaszek (Eds.), Springer Verlag. (pp. 58-80). Heidelberg: Springer Verlag
Conference Proceeding
Quantitative Metrics for Mutation Testing
International Conference on Software Technologies (ICSOFT), July (3rd Quarter/Summer) 2019
Joint Screening of Ultra-High Dimensional Variables for Family-Based Genetic Studies
BMC Proceedings, 2018
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
Joint Screening of Ultra-High Dimensional Variables for Family-Based Genetic Studies
BMC Proceedings, 2018
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