Statistics

Recent articles

Research images shows areas of cortex that differed across scans of variable quality.

Poor image quality introduces systematic bias into large neuroimaging datasets

Analyses that include low-quality MRI data underestimate cortical thickness and overestimate cortical surface area, according to new findings from the Adolescent Brain Cognitive Development (ABCD) Study.

By Natalia Mesa
31 July 2025 | 5 min read
Overlapping speech bubbles.

Memory study sparks debate over statistical methods

Critics of a 2024 Nature paper suggest the authors failed to address the risk of false-positive findings. The authors argue more rigorous methods can result in missed leads.

By Katie Moisse
2 July 2025 | 5 min read
An opaque cube is repeated multiple times to create the appearance of overlapping cubes.

Sounding the alarm on pseudoreplication: Q&A with Constantinos Eleftheriou and Peter Kind

Most studies of neurological disorders in mice erroneously treat multiple samples from a single animal as independent replicates, according to a new analysis. But scientists and journals can take steps to curb this practice.

By Lauren Schenkman
12 June 2025 | 6 min read
A curly line connects two pencils that are hovering over overlapping speech bubbles.

Say what? The Transmitter’s top quotes of 2024

“We’ve cured mouse-heimer’s thousands of times...”—find out who said this to a Transmitter reporter, and read our other favorite quotes from the past year.

By The Transmitter
23 December 2024 | 2 min read
Illustration of a single digitally rendered figure wandering a fragmented and distorted virtual environment.

Nonsense correlations and how to avoid them

This statistical error is common in systems neuroscience. Fortunately, straightforward methods can help you prevent it.

By Kenneth Harris
12 August 2024 | 6 min read

Explore more from The Transmitter

Research image of variants of the ATPase subunit PSMC5/RPT6.

Insights on suicidality and autism; and more

Here is a roundup of autism-related news and research spotted around the web for the week of 8 December.

By Jill Adams
9 December 2025 | 2 min read
A stack of papers topped by many paper shreddings against a red background.

Exclusive: Springer Nature retracts, removes nearly 40 publications that trained neural networks on ‘bonkers’ dataset

The dataset contains images of children’s faces downloaded from websites about autism, which sparked concerns at Springer Nature about consent and reliability.

By Calli McMurray
8 December 2025 | 5 min read
Research image of a virtual environment simulating an animal’s viewpoint close to the ground.

Seeing the world as animals do: How to leverage generative AI for ecological neuroscience

Generative artificial intelligence will offer a new way to see, simulate and hypothesize about how animals experience their worlds. In doing so, it could help bridge the long-standing gap between neural function and behavior.

By Shahab Bakhtiari
8 December 2025 | 8 min read

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