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Lan Liu
PhD
Associate Professor
,
Statistics (Twin Cities)
Minnesota Population Center
Email
liux3771
umn
edu
Accepting PhD Students
2013
2023
Research activity per year
Overview
Fingerprint
Network
Projects and Grants
(6)
Research output
(25)
Similar Profiles
(6)
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Dive into the research topics where Lan Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
Sort by
Weight
Alphabetically
Mathematics
Envelope
100%
Instrumental Variables
50%
Surrogate
48%
Paradox
46%
Estimator
46%
Predictors
45%
Regression
43%
Average Treatment Effect
40%
Treatment Effects
38%
Partial Least Squares
34%
Observational Study
32%
Robust Estimators
32%
Magnetic Resonance Imaging
29%
Robust Estimation
29%
Multivariate Linear Model
28%
Missing at Random
28%
Mixed Effects
26%
Mixed Effects Model
25%
Semiparametric Estimation
25%
Missing Data
25%
Efficient Estimation
24%
Interference
23%
Latent Variables
22%
Voxel
22%
Standards
21%
Linear regression
19%
Causal Effect
19%
Model
18%
Efficient Estimator
18%
Optimality
16%
Propensity Score
16%
Multiplication
16%
Linearly
16%
Dimension Reduction
15%
Reduction Method
15%
Multivariate Models
15%
Multiple Models
15%
Multivariate Regression
15%
Chain
15%
Longitudinal Data
14%
Surrogate Endpoint
14%
Partial Least Squares Regression
14%
Partial
13%
Brain
13%
Confounding
12%
Obesity
12%
Functional Magnetic Resonance Imaging
11%
Simulation
11%
Prediction
10%
Business & Economics
Instrumental Variables
70%
Estimator
69%
Missing Data
52%
Predictors
51%
Paradox
47%
Treatment Effects
45%
Dimension Reduction
40%
Robust Estimators
40%
Average Treatment Effect
35%
Robust Estimation
33%
Observational Study
33%
Magnetic Resonance Imaging
29%
Semiparametric Estimation
27%
Efficient Estimation
27%
Optimality
25%
Inference
25%
Causal Effect
24%
Partial Least Squares
24%
Latent Variables
22%
Linear Regression
20%
Interference
19%
Longitudinal Data
18%
Multivariate Models
16%
Propensity Score
15%
Coefficients
14%
Multivariate Regression
14%
Parameter Estimation
11%
Confounding
11%
Salmonella
11%
Prediction
11%
Simulation
10%
Functional Magnetic Resonance Imaging
10%
Seroprevalence
9%
Potential Outcomes
8%
HIV Testing
8%
Substitute
8%
Efficiency Bounds
8%
Inverse Probability Weighting
8%
Infection
7%
Selection Bias
7%
Nonparametric Identification
7%
Semiparametric Estimators
7%
Botswana
6%
Regression Model
6%
Progression
6%
Diabetes
6%
Least Squares Estimator
6%
