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Invariant Causal Prediction for Nonlinear Models
Christina Heinze-Deml,
Jonas Peters
, Nicolai Meinshausen
Department of Mathematical Sciences
19
Citations (Scopus)
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Dive into the research topics of 'Invariant Causal Prediction for Nonlinear Models'. Together they form a unique fingerprint.
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Mathematics
Causal Model
29%
Children
22%
Conditional Independence
25%
Dependent
13%
Evaluate
16%
Fertility
27%
High Power
24%
Invariance
17%
Invariant
57%
Learning
18%
Linear Model
18%
Model
6%
Modeling
13%
Mortality Rate
26%
Non-parametric test
23%
Nonlinear Model
100%
Performance
12%
Predict
19%
Prediction
82%
Projection
15%
Simulation
12%
Target
17%
Unknown
13%
Business & Economics
Causal Model
30%
Child Mortality
38%
Conditional Independence
35%
Fertility Rate
32%
Invariance
30%
Modeling
15%
Mortality Rate
28%
Nonparametric Test
45%
Performance
9%
Population Projections
38%
Prediction
84%
Simulation
17%