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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
2027
Research activity per year
Overview
Fingerprint
Network
Projects / Grants
(8)
Research Output
(63)
Activities
(2)
Similar Scholars
(3)
Supervised Work
(15)
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
64%
Regression Model
61%
Covariate
44%
Coefficient Function
43%
Parametric
36%
Confidence Band
35%
Model Selection
35%
Optimal Design
34%
Inferential Statistics
31%
Least Squares Method
30%
Longitudinal Data
28%
Asymptotic Property
28%
Linear Models
27%
Asymptotic Normality
27%
Probability Theory
26%
Hypothesis Test
25%
Gaussian Distribution
25%
Mixture Model
25%
Asymptotics
25%
Conditionals
24%
Test Statistic
23%
Semiparametric Regression Model
22%
Regularization
21%
Model Index
20%
Estimation Method
19%
Spearman's Coefficient
19%
Asymptotic Theory
19%
Numerical Analysis
19%
Rate of Convergence
19%
Asymptotic Distribution
17%
Causal Relationship
17%
Summary Statistic
17%
Representative Point
17%
Multiplicative Model
17%
Functional Data
17%
Spline
17%
Approximates
15%
EM Algorithm
15%
Statistical Modeling
14%
Parametric Model
14%
Regularity Condition
14%
Nonparametric Estimation
13%
Constant Coefficient
13%
Parameter Estimation
13%
Biased Sampling
12%
Group Membership
12%
Likelihood Estimator
12%
Competing Risk Data
12%
Parameter Estimate
12%
Keyphrases
Simulation Study
73%
Nonparametric
41%
Finite Sample Performance
40%
Hypothesis Testing
36%
Simultaneous Confidence Band
35%
Varying Coefficient
34%
Coefficient Function
28%
Model Selection
28%
Statistical Inference
27%
Local Averaging
25%
Semi-varying Coefficient Model
25%
Test Statistic
25%
Partially Linear Model
24%
Asymptotic Properties
23%
Partial Consistency
23%
Convergence Rate
23%
Semiparametric Regression Model
22%
Asymptotic Normality
22%
Penalized Likelihood
21%
Estimation Method
21%
Semi-parametric
20%
Longitudinal Data
20%
Single-index Model
20%
Oracle Property
20%
Rank Correlation
19%
Regression Model
18%
Nonparametric Estimation
17%
Statistical Computing
17%
Multiplicative Model
17%
Functional Data
17%
Diverging number of Parameters
17%
Panel Data Model
17%
Partial Linear
17%
Mendelian Randomization
17%
Mixed Regression Models
17%
Component Selection
17%
Real-time Data Analysis
17%
Nonconcave
16%
Semiparametric Model
16%
Parametric Component
16%
Nonparametric Function
16%
Sure Independence Screening
15%
Nonparametric Component
15%
Screening Method
14%
Sliced Inverse Regression
14%
D-optimal Design
14%
Fixed Effects
14%
Link Function
13%
Ultrahigh-dimensional Data
13%
Penalized Least Squares
12%
