Construction of prior models for ES-MDA by a deep neural network with a stacked autoencoder for predicting reservoir production
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Petroleum Science and Engineering"
DOI: 10.1016/j.petrol.2019.106800
Abstract: Abstract The design of prior models has continued to receive research attention because of their importance for ensemble-based methods. There are two approaches to ensemble design: selection and regeneration. Both strategies try to utilize dynamic… read more here.
Keywords: prior models; deep neural; production; model ... See more keywords
Power prior models for estimating response rates in a small n, sequential, multiple assignment, randomized trial
Sign Up to like & getrecommendations! Published in 2022 at "Statistical Methods in Medical Research"
DOI: 10.1177/09622802221122795
Abstract: A small n, sequential, multiple assignment, randomized trial (snSMART) is a small sample, two-stage design where participants receive up to two treatments sequentially, but the second treatment depends on response to the first treatment. The… read more here.
Keywords: response rates; power prior; small sequential; prior models ... See more keywords