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  • Search: subject:"quantification of uncertainty"
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Year of publication
Subject
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Quantification of Uncertainty 4 Agnostic Inference 3 Artificial intelligence 3 Causal Effects 3 Causality analysis 3 Confidence Intervals 3 Kausalanalyse 3 Künstliche Intelligenz 3 Machine Learning 3 Multiple Splitting,Assumption-Freeness 3 Sample Splitting 3 Uniformly Valid Inference 3 Variational P-values and Confidence Intervals 3 Financial market 2 Finanzmarkt 2 Interval estimation 2 Intervallschätzung 2 Agnostic inference 1 Black-Scholes model 1 Black-Scholes-Modell 1 Chaos theory 1 Chaostheorie 1 Derivat 1 Derivative 1 Estimation theory 1 Experiment 1 India 1 Indien 1 Nichtlineare Dynamik 1 Nonlinear dynamics 1 Option pricing theory 1 Optionspreistheorie 1 Polynomial Chaos 1 Risiko 1 Risk 1 Schätztheorie 1 Stochastic Finite Element Method 1 Stochastic process 1 Stochastischer Prozess 1 Theorie 1
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Online availability
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Free 4 Undetermined 1
Type of publication
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Book / Working Paper 3 Article 2
Type of publication (narrower categories)
All
Working Paper 3 Arbeitspapier 2 Article in journal 2 Aufsatz in Zeitschrift 2 Graue Literatur 2 Non-commercial literature 2
Language
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English 5
Author
All
Chernozhukov, Victor 4 Demirer, Mert 4 Duflo, Esther 4 Fernández-Val, Iván 3 Drakos, Stefanos 1 Fernandez-Val, Ivan 1
Published in...
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CEMMAP working papers / Centre for Microdata Methods and Practice 1 Econometrica : journal of the Econometric Society, an international society for the advancement of economic theory in its relation to statistics and mathematics 1 Journal of mathematical finance 1 Working paper / National Bureau of Economic Research, Inc. 1 cemmap working paper 1
Source
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ECONIS (ZBW) 4 EconStor 1
Showing 1 - 5 of 5
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Fisher-Schultz lecture : generic machine learning inference on heterogeneous treatment effects in randomized experiments, with an application to immunization in India
Chernozhukov, Victor; Demirer, Mert; Duflo, Esther; … - In: Econometrica : journal of the Econometric Society, an … 93 (2025) 4, pp. 1121-1164
Persistent link: https://www.econbiz.de/10015475242
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Uncertain volatility derivative model based on the polynomial chaos
Drakos, Stefanos - In: Journal of mathematical finance 6 (2016) 1, pp. 55-63
Persistent link: https://www.econbiz.de/10011543102
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Generic machine learning inference on heterogenous treatment effects in randomized experiments
Chernozhukov, Victor; Demirer, Mert; Duflo, Esther; … - 2018
Persistent link: https://www.econbiz.de/10011882147
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Generic machine learning inference on heterogenous treatment effects in randomized experiments
Chernozhukov, Victor; Demirer, Mert; Duflo, Esther; … - 2017
We propose strategies to estimate and make inference on key features of heterogeneous effects in randomized experiments. These key features include best linear predictors of the effects using machine learning proxies, average effects sorted by impact groups, and average characteristics of most...
Persistent link: https://www.econbiz.de/10011775335
Saved in:
Cover Image
Generic machine learning inference on heterogenous treatment effects in randomized experiments
Chernozhukov, Victor; Demirer, Mert; Duflo, Esther; … - 2017
We propose strategies to estimate and make inference on key features of heterogeneous effects in randomized experiments. These key features include best linear predictors of the effects using machine learning proxies, average effects sorted by impact groups, and average characteristics of most...
Persistent link: https://www.econbiz.de/10011941541
Saved in:
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