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Context-dependent Causality (the Non-Nonotonic Case)
We develop a novel identification strategy as well as a new estimator for context-dependent causal inference in non-parametric triangular models with non-separable disturbances.
Semiparametric Wavelet-based JPEG IV Estimator for endogenously truncated data
A new and an enriched JPEG algorithm is provided for identifying redundancies in a sequence of irregular noisy data points which also accommodates a reference-free criterion function.
Semiparametric correction for endogenous truncation bias with Vox Populi based participation decision
We synthesize the knowledge present in various scientific disciplines for the development of semiparametric endogenous truncation-proof algorithm, correcting for truncation bias due to endogenous self-selection.
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