Author

Jiguo Cao

Observed names: Cao, J., Cao, Jiguo, Cao, Jiguo., J. Cao

Observed institutions: Western University, University of British Columbia, Simon Fraser University, Kansas State University, University of Victoria, Yale University, McGill University, Wilfrid Laurier University, Stanford University

ORCID: 0000-0001-7417-6330

Observed ORCID: 0000-0001-7417-6330

OpenAlex ID: A5062483690

Parameter Estimation for Differential Equations: a Generalized Smoothing Approach

2007 · J. O. Ramsay, G. Hooker, et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 611

Arterial versus capillary blood gases: A meta-analysis

2006 · Gerald S. Zavorsky, Jiguo Cao, et al. · Respiratory Physiology & Neurobiology · 233

Standardisation and application of the single-breath determination of nitric oxide uptake in the lung

2017 · Gerald S. Zavorsky, Connie C.W. Hsia, et al. · European Respiratory Journal · 163

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Parameter Estimation of Partial Differential Equation Models

2013 · Xiaolei Xun, Jiguo Cao, et al. · Journal of the American Statistical Association · 137

A method to characterize the learning curve for performance of a fundamental laparoscopic simulator task: Defining “learning plateau” and “learning rate”

2009 · Liane S. Feldman, Jiguo Cao, et al. · Surgery · 122

Automated Load Curve Data Cleansing in Power Systems

2010 · Jiyi Chen, Wenyuan Li, et al. · IEEE Transactions on Smart Grid · 117

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Reference values of pulmonary diffusing capacity for nitric oxide in an adult population

2007 · Gerald S. Zavorsky, Jiguo Cao, et al. · Nitric Oxide · 74

Locally Sparse Estimator for Functional Linear Regression Models

2016 · Zhenhua Lin, Jiguo Cao, et al. · Journal of Computational and Graphical Statistics · 70

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Sex is not everything: the role of gender in early performance of a fundamental laparoscopic skill

2010 · Nicoleta O. Kolozsvari, Amin Andalib, et al. · Surgical Endoscopy · 67

Quantitative assessment of field strength, total intracranial volume, sex, and age effects on the goodness of harmonization for volumetric analysis on the ADNI database

2018 · Da Ma, Karteek Popuri, et al. · Human Brain Mapping · 53

Modeling Gene Regulation Networks Using Ordinary Differential Equations

2011 · Jiguo Cao, Xin Qi, et al. · Methods in molecular biology · 52

Predicting time-to-conversion for dementia of Alzheimer's type using multi-modal deep survival analysis

2022 · Ghazal Mirabnahrazam, Da Ma, et al. · Neurobiology of Aging · 51

Estimating dynamic models for gene regulation networks

2008 · Jiguo Cao, Hongyu Zhao · Bioinformatics · 50

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Mastery versus the standard proficiency target for basic laparoscopic skill training: effect on skill transfer and retention

2011 · Nicoleta O. Kolozsvari, Pepa Kaneva, et al. · Surgical Endoscopy · 49

Penalized Nonlinear Least Squares Estimation of Time-Varying Parameters in Ordinary Differential Equations

2011 · Jiguo Cao, Jianhua Z. Huang, et al. · Journal of Computational and Graphical Statistics · 49

Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer’s Disease

2022 · Ghazal Mirabnahrazam, the Alzheimer’s Disease Neuroimaging Initiative, et al. · Journal of Alzheimer s Disease · 48

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Estimating a Predator‐Prey Dynamical Model with the Parameter Cascades Method

2007 · Jiguo Cao, Gregor F. Fussmann, et al. · Biometrics · 48

Deep Learning With Functional Inputs

2022 · Barinder Thind, Kevin Multani, et al. · Journal of Computational and Graphical Statistics · 43

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Supervised functional principal component analysis

2017 · Yunlong Nie, Liangliang Wang, et al. · Statistics and Computing · 41

Systems mapping: how to improve the genetic mapping of complex traits through design principles of biological systems

2011 · Rongling Wu, Jiguo Cao, et al. · BMC Systems Biology · 41

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Interpretable Functional Principal Component Analysis

2015 · Zhenhua Lin, Liangliang Wang, et al. · Biometrics · 39

Robust Estimation for Ordinary Differential Equation Models

2011 · J. Cao, L. Wang, et al. · Biometrics · 39

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Lightning‐caused forest fire risk in Northwestern Ontario, Canada, is increasing and associated with anomalies in fire weather

2014 · Douglas G. Woolford, C.B. Dean, et al. · Environmetrics · 36

Parametric Functional Principal Component Analysis

2017 · Peijun Sang, Liangliang Wang, et al. · Biometrics · 34

Parameter cascades and profiling in functional data analysis

2007 · Jiguo Cao, James O. Ramsay · Computational Statistics · 33

Works count: 189

Citation count: 3,420

H-index: 30

I10-index: 71