- Noise Contrastive Meta-Learning for Conditional Density Estimation using Kernel Mean Embeddings
2019/06/05 by Jean-François Ton, Ton, Jean-Francois, Lucian Chan +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Artificial intelligence #Cancer-related molecular mechanisms research #Computer science #Conditional expectation #Conditional probability distribution #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Focus (optics) #Gaussian Processes and Bayesian Inference #Image (mathematics) #Kernel (algebra) #Kernel density estimation #Kernel regression #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Mathematics #Meta learning (computer science) #Noise (video) #Pattern recognition (psychology) #Regression #Representation (politics) #Statistics
- PAIRWISE DIFFERENCE ESTIMATION WITH NONPARAMETRIC CONTROL VARIABLES*
2007/11/01 by Andres Aradillas‐Lopez, Andrés Aradillas-López, Bo E. Honoré +1 · 3 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Statistical Methods and Models #Asymptotic analysis #Asymptotic distribution #Computer science #Conditional expectation #Econometrics #Endogeneity #Estimator #Inference #Instrumental variable #Logit #Mathematics #Monetary Policy and Economic Impact #Nonparametric statistics #Pairwise comparison #Statistical Methods and Inference #Statistics
- Instrumental Variable Estimation of Nonparametric Models
2003/09/01 by Whitney K. Newey, James L. Powell · 78 citations
Engineering · Mathematics · #Advanced Statistical Methods and Models #Applied mathematics #Conditional expectation #Conditional independence #Control Systems and Identification #Econometrics #Estimator #Identification (biology) #Instrumental variable #Least-squares function approximation #Mathematics #Nonparametric statistics #Statistical Methods and Inference #Statistics
- Valuation of the early-exercise price for options using simulations and nonparametric regression
1996/12/01 by Jacques F. Carriére, Jacques F. Carriere · 1 citation
Economics, Econometrics and Finance · Engineering · Mathematics · Social Sciences · #Capital Investment and Risk Analysis #Computer science #Conditional expectation #Conditional probability distribution #Econometrics #Economics #Engineering #Finance #Insurance, Mortality, Demography, Risk Management #Mathematics #Nonparametric regression #Nonparametric statistics #Regression #Regression analysis #Spline (mechanical) #Statistics #Stochastic processes and financial applications #Valuation (finance)
- Autoregressive Conditional Density Estimation
1994/08/01 by Bruce E. Hansen · 45 citations
Economics, Econometrics and Finance · Mathematics · #Autoregressive conditional heteroskedasticity #Autoregressive model #Complex Systems and Time Series Analysis #Conditional expectation #Conditional probability distribution #Conditional variance #Econometrics #Economics #Finance #Financial Risk and Volatility Modeling #Geography #Heteroscedasticity #Liberian dollar #Mathematics #Monetary Policy and Economic Impact #Parametric statistics #Statistics #Treasury #Variance (accounting) #Volatility (finance)
- Quantum stochastic calculus and quantum nonlinear filtering
1992/08/01 by V. P. Belavkin, Viacheslav P Belavkin · 4 citations
Computer Science · Mathematics · Physics and Astronomy · #Applied mathematics #Calculus (dental) #Conditional expectation #Mathematical analysis #Mathematics #Nonlinear system #Open quantum system #Physics #Pure mathematics #Quantum #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum dynamics #Quantum mechanics #Quantum operation #Quantum optics and atomic interactions #Quantum probability #Quantum process #Quantum stochastic calculus #Stochastic calculus #Stochastic partial differential equation