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quantile regression

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TitleStatusHype
Critical Decisions for Asset Allocation via Penalized Quantile Regression—0
Evaluating Pest Management Strategies: A Robust Method and its Application to Strawberry Disease Management—0
Deep Generative Quantile-Copula Models for Probabilistic Forecasting—0
Fair quantile regression—0
Learning Policies through Quantile Regression—0
Distributed High-dimensional Regression Under a Quantile Loss Function—0
Nonparametric Identification and Estimation with Independent, Discrete Instruments—0
Extending Deep Learning Models for Limit Order Books to Quantile Regression—0
Fair Regression: Quantitative Definitions and Reduction-based AlgorithmsCode1
Differentiable Ranks and Sorting using Optimal Transport—0
Adaptive, Distribution-Free Prediction Intervals for Deep Networks—0
KNG: The K-Norm Gradient Mechanism—0
Conformal Prediction Interval Estimations with an Application to Day-Ahead and Intraday Power Markets—0
Conformalized Quantile RegressionCode0
Crop yield probability density forecasting via quantile random forest and Epanechnikov Kernel function—0
Comparison of statistical post-processing methods for probabilistic NWP forecasts of solar radiation—0
Probabilistic Load Forecasting via Point Forecast Feature Integration—0
Deep Reinforcement Learning with Decorrelation—0
Online Predictive Optimization Framework for Stochastic Demand-Responsive Transit Services—0
Binscatter RegressionsCode0
Exponentially-Modified Gaussian Mixture Model: Applications in Spectroscopy—0
Censored Quantile Regression ForestsCode0
A Review on Quantile Regression for Stochastic Computer Experiments—0
Structure learning via unstructured kernel-based M-regression—0
Capital Structure and Speed of Adjustment in U.S. Firms. A Comparative Study in Microeconomic and Macroeconomic Conditions - A Quantille Regression Approach—0
The Big Data Newsvendor: Practical Insights from Machine Learning—0
Single-Model Uncertainties for Deep LearningCode0
Ensemble Method for Censored Demand Prediction—0
Quantile Regression Under Memory Constraint—0
Quantile Regression for Qualifying Match of GEFCom2017 Probabilistic Load Forecasting—0
Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problemsCode1
A Panel Quantile Approach to Attrition Bias in Big Data: Evidence from a Randomized Experiment—0
Panel quantile regressions for estimating and predicting the Value--at--Risk of commodities—0
A Semi-parametric Realized Joint Value-at-Risk and Expected Shortfall Regression Framework—0
Measuring the response of gold prices to uncertainty: An analysis beyond the mean—0
Implicit Quantile Networks for Distributional Reinforcement LearningCode0
Autoregressive Quantile Networks for Generative ModelingCode0
Distributional Advantage Actor-Critic—0
Infinite-Task Learning with RKHSs—0
An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power—0
Bayesian Detection of Abnormal ADS in Mutant Caenorhabditis elegans Embryos—0
Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal DiscoveryCode0
Capital Structure in U.S., a Quantile Regression Approach with Macroeconomic Impacts—0
A Composite Quantile Fourier Neural Network for Multi-Step Probabilistic Forecasting of Nonstationary Univariate Time Series—0
A Multi-Horizon Quantile Recurrent ForecasterCode0
Forest-based methods and ensemble model output statistics for rainfall ensemble forecasting—0
Distributional Reinforcement Learning with Quantile RegressionCode0
Smooth Pinball Neural Network for Probabilistic Forecasting of Wind PowerCode0
Measurement of Common Risk Factors: A Panel Quantile Regression Model for Returns—0
High-Dimensional Structured Quantile Regression—0
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