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Heng PENG public CV
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Heng PENG, Prof
Professor
,
Department of Mathematics
https://orcid.org/0000-0001-7807-8527
Email
hpeng
hkbu.edu
hk
Accepting PhD Students
2004
2025
Research activity per year
Overview
Fingerprint
Network
Projects / Grants
(7)
Research Output
(59)
Activities
(2)
Similar Scholars
(6)
Supervised Work
(13)
Fingerprint
Dive into the research topics where Heng PENG is active. Topic labels come from the works of this scholar. Together they form a unique fingerprint.
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Weight
Alphabetically
Mathematics
Simulation Study
100%
Real Data
64%
Regression Model
53%
Coefficient Function
45%
Covariate
42%
Parametric
38%
Confidence Band
38%
Model Selection
38%
Optimal Design
36%
Longitudinal Data
30%
Linear Models
29%
Hypothesis Test
27%
Least Square
27%
Asymptotics
27%
Asymptotic Normality
26%
Inferential Statistics
25%
Gaussian Distribution
25%
Test Statistic
25%
Asymptotic Property
24%
Semiparametric Regression Model
23%
Probability Theory
23%
Regularization
22%
Model Index
21%
Spearman's Coefficient
20%
Asymptotic Theory
20%
Asymptotic Distribution
19%
Causal Relationship
18%
Summary Statistic
18%
Numerical Analysis
18%
Representative Point
18%
Multiplicative Model
18%
Mixture Model
18%
Functional Data
18%
Spline
18%
Estimation Method
16%
Approximates
15%
Statistical Modeling
15%
Parametric Model
15%
Nonparametric Estimation
14%
Constant Coefficient
14%
Parameter Estimation
14%
Biased Sampling
13%
Regularity Condition
13%
Group Membership
13%
Likelihood Estimator
13%
Competing Risk Data
13%
Parameter Estimate
12%
Nonparametric Method
12%
Causal Inference
12%
Predictor Variable
12%
Keyphrases
Simulation Study
75%
Nonparametric
44%
Hypothesis Testing
38%
Finite Sample Performance
38%
Simultaneous Confidence Band
37%
Varying Coefficient
36%
Coefficient Function
30%
Model Selection
30%
Local Averaging
27%
Semi-varying Coefficient Model
27%
Test Statistic
27%
Partial Consistency
24%
Semiparametric Regression Model
23%
Statistical Inference
22%
Semi-parametric
21%
Longitudinal Data
21%
Single-index Model
21%
Oracle Property
21%
Rank Correlation
20%
Asymptotic Normality
19%
Nonparametric Estimation
19%
Statistical Computing
18%
Multiplicative Model
18%
Functional Data
18%
Diverging number of Parameters
18%
Panel Data Model
18%
Partial Linear
18%
Mendelian Randomization
18%
Asymptotic Properties
18%
Nonconcave
17%
Semiparametric Model
17%
Regression Model
17%
Parametric Component
17%
Partially Linear Model
16%
Sure Independence Screening
16%
Nonparametric Component
15%
Estimation Method
15%
Real-time Data Analysis
15%
Screening Method
15%
Sliced Inverse Regression
15%
D-optimal Design
15%
Nonparametric Function
15%
Fixed Effects
15%
Link Function
14%
Ultrahigh-dimensional Data
14%
Penalized Least Squares
13%
Penalized Likelihood
13%
Number of Components
13%
Length-biased Sampling
13%
Competing Risks Data
13%