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GSB Authors:
Mohsen Bayati
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22
Stanford GSB Faculty Publications
Publication Type
22
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GSB Authors
3
Guido Imbens
3
Susan Athey
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Stefanos Zenios
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Economics
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IEEE Transactions on Information Theory
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Journal of the American Statistical Association
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Mayo Clinic Proceedings
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Statistical Methods in Medical Research
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Keywords
3
big data
3
stochastic models
2
adverse drug events
2
burnout
2
compressed sensing
2
electronic health record
2
iterative methods (mathematics)
2
least squares
2
matrices
2
medical informatics
2
numerical analysis
2
random matrices
2
statistical learning
2
well-being
1
C78
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EHR
1
Gaussian processes
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LASSO
1
Markov models
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Markov processes
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Medicare
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Medicare reimbursement
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Nash bargaining
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Poisson approximation
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Poisson processes
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Thompson sampling
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adaptive treatment allocation
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algorithm design and analysis
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algorithms
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approximate message-passing
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approximation theory
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assignment
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asymmetric information
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biomedical technology
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boundary value problems
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calibration
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causality
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clinical disease prediction
1
clinical trials
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cluster
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community pharmacy
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computer algorithms
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computer simulation
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consequences
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contextual bandit
1
contextual bandits
1
convergence
1
cost-effectiveness analysis
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data modeling
1
decision making
1
detection
1
dimension reduction in optimization
1
discrimination
1
drug surveillance
1
drug utilization
1
dynamic programming
1
dynamics
1
economic convergence
1
economic models
1
economic research
1
electronic health record metadata
1
electronic health records
1
electronic medical record
1
elliptical potential lemma
1
emergency management
1
emotional exhaustion
1
empirical research
1
equations
1
experiences
1
experiment design
1
exploration–exploitation
1
feature selection
1
fines (penalties)
1
fixed effects model
1
frustration with technology
1
generalization
1
generalized linear problems
1
graph theory
1
graphical models
1
greedy algorithm
1
greedy algorithms
1
gross domestic product
1
group regularization
1
health care
1
health information management
1
health information systems
1
health records
1
health-care
1
healthcare management
1
high-dimensional statistics
1
hospitals
1
individualized medicine
1
instantaneous and cumulative effects
1
interactive fixed effects
1
internet advertising
1
learning
1
longitudinal studies
1
low-rank matrix estimation
1
machine learning
1
matching
1
mathematical mappings
1
mathematical models
1
mathematical optimization
1
matrix norms
1
mean square error methods
1
medical care costs
1
medical centers
1
medical equipment
1
medical informatics applications
1
medical innovations
1
medical laws
1
medical quality control
1
medical research
1
medical students
1
message passing
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message passing (computer science)
1
message passing algorithms
1
models
1
multitask learning
1
negotiation
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network
1
network interference
1
network models
1
neural networks
1
noise
1
noise measurement
1
nonadaptive and adaptive experiments
1
nonlinear theories
1
nosocomial infections
1
nuclear matrix
1
observational studies
1
om practice
1
online learning
1
optimization
1
panel analysis
1
panel data
1
patient record
1
patient safety
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patient satisfaction
1
pay-for-performance
1
personal health record
1
personalized decision making
1
phase transitions
1
physicians
1
polytope neighborliness
1
polytopes
1
professional burnout
1
public health
1
public healthcare
1
quality control
1
quality of service
1
random graphs
1
random matrix theory
1
random noise theory
1
randomization
1
regression analysis
1
response bias
1
sensitivity analysis
1
sequential decision making
1
service operations
1
simulation methods & models
1
simulation statistics
1
standard deviations
1
state evolution
1
statistical sampling
1
stochastic linear bandit
1
stochastic optimization
1
subsampling
1
supervised learning
1
surveys
1
synthetic controls
1
technology
1
time study
1
total treatment effect
1
treatment effect estimation and inference
1
uncertain parameters
1
unconfoundedness
1
universality
1
upcoding
1
use
1
user-centered design
1
vector analysis
1
vectors
1
work-life balance
1
work-life integration
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