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Increasing information gain in animal research by improving statistical model accuracy

Increasing information gain in animal research by improving statistical model accuracy

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2733789708

Increasing information gain in animal research by improving statistical model accuracy

About this item

Full title

Increasing information gain in animal research by improving statistical model accuracy

Publisher

Cold Spring Harbor: Cold Spring Harbor Laboratory Press

Journal title

bioRxiv, 2022-11

Language

English

Formats

Publication information

Publisher

Cold Spring Harbor: Cold Spring Harbor Laboratory Press

More information

Scope and Contents

Contents

Reduction of the numbers of laboratory animals is one of the three pillars of ethical animal research. Equivalently, information gain per animal should be maximized. A road towards this goal that is barely taken in current animal research is the more accurate statistical modeling of experiments. Here we show for a typical experiment ("open field te...

Alternative Titles

Full title

Increasing information gain in animal research by improving statistical model accuracy

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2733789708

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2733789708

Other Identifiers

DOI

10.1101/2022.06.03.494726