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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
(61)
Activities
(2)
Similar Scholars
(3)
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.
Sort by:
Weight
Alphabetically
Mathematics
Simulation Study
100%
Real Data
67%
Regression Model
64%
Coefficient Function
45%
Covariate
42%
Parametric
37%
Confidence Band
37%
Model Selection
37%
Optimal Design
36%
Inferential Statistics
33%
Least Squares Method
31%
Longitudinal Data
30%
Asymptotic Property
29%
Linear Models
28%
Asymptotic Normality
28%
Hypothesis Test
27%
Gaussian Distribution
27%
Asymptotics
27%
Conditionals
25%
Test Statistic
24%
Semiparametric Regression Model
23%
Probability Theory
23%
Regularization
22%
Model Index
21%
Estimation Method
20%
Spearman's Coefficient
20%
Asymptotic Theory
20%
Numerical Analysis
20%
Rate of Convergence
20%
Asymptotic Distribution
18%
Causal Relationship
18%
Summary Statistic
18%
Representative Point
18%
Multiplicative Model
18%
Mixture Model
18%
Functional Data
18%
Spline
18%
Approximates
15%
Statistical Modeling
15%
Parametric Model
15%
Regularity Condition
14%
Nonparametric Estimation
14%
Constant Coefficient
14%
Parameter Estimation
14%
Biased Sampling
13%
Group Membership
13%
Likelihood Estimator
13%
Competing Risk Data
13%
Parameter Estimate
12%
Nonparametric Method
12%
Keyphrases
Simulation Study
76%
Nonparametric
43%
Finite Sample Performance
42%
Hypothesis Testing
38%
Simultaneous Confidence Band
36%
Varying Coefficient
36%
Coefficient Function
30%
Model Selection
30%
Statistical Inference
28%
Local Averaging
27%
Semi-varying Coefficient Model
27%
Test Statistic
27%
Partially Linear Model
25%
Asymptotic Properties
24%
Partial Consistency
24%
Convergence Rate
24%
Semiparametric Regression Model
23%
Asymptotic Normality
23%
Penalized Likelihood
22%
Estimation Method
22%
Semi-parametric
21%
Longitudinal Data
21%
Single-index Model
21%
Oracle Property
21%
Rank Correlation
20%
Regression Model
19%
Nonparametric Estimation
18%
Statistical Computing
18%
Multiplicative Model
18%
Functional Data
18%
Diverging number of Parameters
18%
Panel Data Model
18%
Partial Linear
18%
Mendelian Randomization
18%
Mixed Regression Models
18%
Component Selection
18%
Real-time Data Analysis
18%
Nonconcave
17%
Semiparametric Model
17%
Parametric Component
17%
Nonparametric Function
17%
Sure Independence Screening
16%
Nonparametric Component
15%
Screening Method
15%
Sliced Inverse Regression
15%
D-optimal Design
15%
Fixed Effects
15%
Link Function
14%
Ultrahigh-dimensional Data
14%
Penalized Least Squares
13%
