diff --git a/paper.bib b/paper.bib index a7073d9abbdab8260d88611c79fb883a6e32be77..64dbbd447f5d1c114ec15afeac9f6e1e597ce01a 100755 --- a/paper.bib +++ b/paper.bib @@ -102,3 +102,22 @@ year={1990}, organization={Wiley Online Library} } + +@book{hu2006theory, + title={The theory of response-adaptive randomization in clinical trials}, + author={Hu, Feifang and Rosenberger, William F}, + volume={525}, + year={2006}, + publisher={John Wiley \& Sons} +} + +@article{emery1998optimal, + title={Optimal experiment design}, + author={Emery, Ashley F and Nenarokomov, Aleksey V}, + journal={Measurement Science and Technology}, + volume={9}, + number={6}, + pages={864}, + year={1998}, + publisher={IOP Publishing} +} diff --git a/paper.md b/paper.md index abea4ef04456dc5db79797551014d7fc29b0d2b3..8afca0fc5ef91fb92083522442698a9031779deb 100755 --- a/paper.md +++ b/paper.md @@ -50,9 +50,9 @@ It easily integrates with the Jupyter notebook environment and provides tools fo # Review of adaptive sampling #### Experiment design uses Bayesian sampling because the computational costs are not a limitation. -Optimal experiment design (OED) is a field of statistics that minimizes the number of experimental runs needed to estimate specific parameters, and thereby, it reduces the costs of experimentation. +Optimal experiment design (OED) is a field of statistics that minimizes the number of experimental runs needed to estimate specific parameters, and thereby, it reduces the costs of experimentation.[@emery1998optimal] It works with many degrees of freedom and can consider constraints, for example, when the sample space contains settings that are practically infeasible. -One form of OED is response-adaptive design, which concerns adaptive sampling designs for statistical experiments. +One form of OED is response-adaptive design[@hu2006theory], which concerns adaptive sampling designs for statistical experiments. Here the acquired data (i.e., the observations) are used to adjust the experiment as it is in process. In a typical non-adaptive experiment, decisions on how to sample are made and fixed in advance.