Global ETD Search

BayesDB : querying the probable implications of tabular data

Baxter, JayMassachusetts Institute of Technology2014

… required. This generality rests on the model independence provided by BQL, analogous to the physical data independence provided by the relational model. SQL enables data filtering and aggregation tasks to be described independently of the physical layout of data in memory and on disk. …

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A sequential adaptive sampling technique based on a local linear model for computer experiment applications

Garbo, AndreaGeorgia Institute of Technology2019

… of this dissertation research is to develop a model independent sequential adaptive sampling technique for surrogate model (SM) applications based on a local linear model. This technique, called Nearest Neighbors Adaptive Sampling (NNAS), is conceived to be conceptually simple, computationally …

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Using Integrated Assessment Models to Achieve the Paris Climate Target

Sognnaes, Ida Andrea BraathenUniversity of Cambridge2019

Integrated assessment models (IAMs) have become central tools in global assessments of how to achieve the Paris climate target. But how reliable are the insights that can be drawn from IAMs? This thesis identifies and begins to assess three challenges associated with the use of IAM ensembles and …

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Testing and Estimation for Functional Data with Applications to Magnetometer Records

Maslova, Inga

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