Application of Bayesian Model Averaging to Carbon Emissions in Nigeria

Name: Application of Bayesian Model Averaging to Carbon Emissions in Nigeria
Brand: LAP LAMBERT Academic Publishing
Availability: OutOfStock
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By Oladapo Oladoja

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Description

In this book, the application of Bayesian Model Averaging in Environmental Statistics, were discussed. Uncertainties of variables in the model and elicitation of parameters were also extensively looked into. Series of literature were reviewed, especially those focusing on parameter prior elicitation and sensitivity in Bayesian Model Averaging as applicable to various milieus of science. To this end, three modified g-parameter priors were elicited and their asymptotic properties were derived in Bayesian Model Averaging. Specifically the modified g-parameter priors elicited are consistent in both the Posterior Model Probabilities and Bayes factor for the model. In addition, the sensitivities of these modified g-parameter priors were investigated using both the simulated results and data sets from carbon emissions in Nigeria from 1975 - 2015.

Product details

Binding:: Paperback
Number of Pages:: 84
Release Date:: 2025-04-25
Publication Date:: 2025-04-25
Publisher:: LAP LAMBERT Academic Publishing
Languages:: Original: English
ISBN10:: 6208439280
ISBN13:: 9786208439286
GPSR Manufacturer Reference:: [email protected]
Weight:: 143 g
Height:: 15 cm
Width:: 22 cm
Thickness:: 0.6 cm

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