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To obtain a probabilistic model for a dependent variable based on some set of explanatory variables, a distributional approach is often adopted where the parameters of the distribution are linked to regressors.
“An Analysis of Transformations.”
Box GEP, Cox DR (1964) · 1964
Earlier work this paper cites.
“The Use of Model Output Statistics (MOS) in Objective Weather Forecasting.”
Glahn HR, Lowry DA (1972) · 1972
Earlier work this paper cites.
“Generalized Linear Models.”
Nelder JA, Wedderburn RWM (1972) · 1972
Earlier work this paper cites.
“Estimating the Precipitation Climate.”
Stidd CK (1973) · 1973
Earlier work this paper cites.
Classification and Regression Trees
Breiman L, Friedman JH, Olshen RA, Stone CJ (1984) · 1984
Earlier work this paper cites.
“Generalized Additive Models.”
Hastie T, Tibshirani R (1986) · 1986
Earlier work this paper cites.
“Randomized Quantile Residuals.”
Dunn PK, Smyth GK (1996) · 1996
Earlier work this paper cites.
Regression Models for Categorical and Limited Dependent Variables
Long JS (1997) · 1997
Earlier work this paper cites.
“Interpolation of Rainfall Data with Thin Plate Smoothing Splines – Part II: Analysis of Topographic Dependence.”
Hutchinson MF (1998) · 1998
Earlier work this paper cites.
“On the Asymptotic Theory of Permutation Statistics.”
Strasser H, Weber C (1999) · 1999
Earlier work this paper cites.
“Decomposition of the Continuous Ranked Probability Score for Ensemble Prediction Systems.”
Hersbach H (2000) · 2000
Earlier work this paper cites.
“Random Forests.”
Breiman L (2001) · 2001
Earlier work this paper cites.
The Elements of Statistical Learning
Hastie T, Tibshirani R, Friedman J (2001) · 2001
Earlier work this paper cites.
“Bagging Survival Trees.”
Hothorn T, Lausen B, Benner A, Radespiel-Tröger M (2004) · 2004
Earlier work this paper cites.
“Calibrated Probabilistic Forecasting Using Ensemble Model Output Statistics and Minimum CRPS Estimation.”
Gneiting T, Raftery AE, Westveld III AH, Goldman T (2005) · 2005
Cited alongside, same era.
“Generalized Additive Models for Location Scale and Shape.”
Rigby RA, Stasinopoulos DM (2005) · 2005
Cited alongside, same era.
“Random Forests and Adaptive Nearest Neighbors.”
Lin Y, Jeon Y (2006) · 2006
Cited alongside, same era.
“Probabilistic Forecasts, Calibration and Sharpness.”
Gneiting T, Balabdaoui F, Raftery AE (2007) · 2007
Cited alongside, same era.
“Strictly Proper Scoring Rules, Prediction, and Estimation.”
Gneiting T, Raftery AE (2007) · 2007
Cited alongside, same era.
“Generalized Additive Models for Location Scale and Shape (GAMLSS) in R
Stasinopoulos DM, Rigby RA (2007) · 2007
Cited alongside, same era.
“Statistical Post-Processing of Ensemble Precipitation Forecasts by Fitting Censored, Shifted Gamma Distributions.”
Scheuerer M, Hamill TM (2015) · 2015
Later among the works it cites.
“Censored and Shifted Gamma Distribution Based EMOS Model for Probabilistic Quantitative Precipitation Forecasting.”
Baran S, Nemoda D (2016) · 2016
Later among the works it cites.
“A Random Forest Guided Tour.”
Biau G, Scornet E (2016) · 2016
Later among the works it cites.
“Bundesministerium für Land und Forstwirtschaft, Umwelt und Wasserwirtschaft (BMLFUW), Abteilung IV/4 – Wasserhaushalt.”
BMLFUW (2016) · 2016
Later among the works it cites.
“ gamboostLSS
Hofner B, Mayr A, Schmid M (2016) · 2016
Later among the works it cites.
“Heteroscedastic Censored and Truncated Regression with crch
Messner JW, Mayr GJ, Zeileis A (2016) · 2016
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“Generalized M-Fluctuation Tests for Parameter Instability.”
Zeileis A, Hornik K (2007) · 2007
Cited alongside, same era.
“Model-Based Recursive Partitioning.”
Zeileis A, Hothorn T, Hornik K (2008) · 2008
Cited alongside, same era.
“NOAA’s Second-Generation Global Medium-Range Ensemble Reforecast Dataset.”
Hamill TM, Bates GT, Whitaker JS, Murray DR, Fiorino M, Galarneau Jr TJ, Zhu Y, Lapenta W (2013) · 2013
Cited alongside, same era.
“EarthEnv-DEM90: A Nearly-Global, Void-Free, Multi-Scale Smoothed, 90m Digital Elevation Model From Fused ASTER and SRTM Data.”
Robinson N, Regetz J, Guralnick RP (2014) · 2013
Cited alongside, same era.
“Straightforward Intermediate Rank Tensor Product Smoothing in Mixed Models.”
Wood SN, Scheipl F, Faraway JJ (2013) · 2013
Cited alongside, same era.
“Quantile Regression Forests.”
Meinshausen N (2006) · 2014
Cited alongside, same era.
Later among the works it cites.
“Fine-Tuning Non-Homogeneous Regression for Probabilistic Precipitation Forecasts: Unanimous Predictions, Heavy Tails, and Link Functions.”
Gebetsberger M, Messner JW, Mayr GJ, Zeileis A (2017) · 2017
Later among the works it cites.
Hothorn T, Zeileis A (2017) · 2017
Later among the works it cites.
“Non-Homogeneous Boosting for Predictor Selection in Ensemble Post-Processing.”
Messner JW, Mayr GJ, Zeileis A (2017) · 2017
Later among the works it cites.
“One-Dimensional, Two-Dimensional, and Three-Dimensional B-Splines to Specify Space-Time Interactions in Bayesian Disease Mapping: Model Fitting and Model Identifiability.”
Ugarte MD, Adin A, Goicoa T (2017) · 2017
Later among the works it cites.
“In Spatio-Temporal Disease Mapping Models, Identifiability Constraints Affect PQL and INLA Results.”
Goicoa T, Adin A, Ugarte MD, Hodges JS (2018) · 2018
Closest in time.
“Neural Networks for Post-Processing Ensemble Weather Forecasts.”
Rasp S, Lerch S (2018) · 2018
Closest in time.
“Generalized Random Forests.”
Athey S, Tibshirani J, Wager S (2019) · 2019
Closest in time.