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What is the effect of sample and prior distributions on a Bayesian autoregressive linear model? An application to piped water consumption

Hassan, Andrés Ramírez; Jiménez, Jhonatan Cardona; … - UNIVERSIDAD EAFIT - 2014

In this paper we analyze the effect of four possible alternatives regarding the prior distributions in a linear model with autoregressive errors to predict piped water consumption: Normal-Gamma, Normal-Scaled Beta two, Studentized-Gamma and Student's t-Scaled Beta two. We show the effects of...

Persistent link: https://www.econbiz.de/10011123737

Forecasting from others' experience : Bayesian estimation of the generalized Bass model

Ramírez Hassan, Andrés; Montoya-Blandón, Santiago - In: International journal of forecasting 36 (2020) 2, pp. 442-465

Persistent link: https://www.econbiz.de/10012415086

Optimal probabilistic forecasts : when do they work?

Martin, Gael M.; Loiza-Maya, Ruben; Frazier, David T.; … - 2020

Persistent link: https://www.econbiz.de/10012610795

Optimal probabilistic forecasts : when do they work?

Martin, Gael M.; Loiza-Maya, Ruben; Maneesoonthorn, Worapree - In: International journal of forecasting 38 (2022) 1, pp. 384-406

Persistent link: https://www.econbiz.de/10013347814