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Sample size determination: A practical guide for health researchers
Although sample size calculations play an essential role in health research, published
research often fails to report sample size selection. This study aims to explain the …
research often fails to report sample size selection. This study aims to explain the …
[HTML][HTML] Wireless EEG: A survey of systems and studies
The popular brain monitoring method of electroencephalography (EEG) has seen a surge in
commercial attention in recent years, focusing mostly on hardware miniaturization. This has …
commercial attention in recent years, focusing mostly on hardware miniaturization. This has …
Evaluation of a decided sample size in machine learning applications
Background An appropriate sample size is essential for obtaining a precise and reliable
outcome of a study. In machine learning (ML), studies with inadequate samples suffer from …
outcome of a study. In machine learning (ML), studies with inadequate samples suffer from …
Reproducible brain-wide association studies require thousands of individuals
Magnetic resonance imaging (MRI) has transformed our understanding of the human brain
through well-replicated map** of abilities to specific structures (for example, lesion …
through well-replicated map** of abilities to specific structures (for example, lesion …
[HTML][HTML] Improving the study of brain-behavior relationships by revisiting basic assumptions
Neuroimaging research has been at the forefront of concerns regarding the failure of
experimental findings to replicate. In the study of brain-behavior relationships, past failures …
experimental findings to replicate. In the study of brain-behavior relationships, past failures …
Investigating the replicability of preclinical cancer biology
Replicability is an important feature of scientific research, but aspects of contemporary
research culture, such as an emphasis on novelty, can make replicability seem less …
research culture, such as an emphasis on novelty, can make replicability seem less …
Sample size justification
An important step when designing an empirical study is to justify the sample size that will be
collected. The key aim of a sample size justification for such studies is to explain how the …
collected. The key aim of a sample size justification for such studies is to explain how the …
Linking interindividual variability in brain structure to behaviour
What are the brain structural correlates of interindividual differences in behaviour? More
than a decade ago, advances in structural MRI opened promising new avenues to address …
than a decade ago, advances in structural MRI opened promising new avenues to address …
How many participants do I need to test an interaction? Conducting an appropriate power analysis and achieving sufficient power to detect an interaction
Power analysis for first-order interactions poses two challenges:(a) Conducting an
appropriate power analysis is difficult because the typical expected effect size of an …
appropriate power analysis is difficult because the typical expected effect size of an …
Replicability, robustness, and reproducibility in psychological science
Replication—an important, uncommon, and misunderstood practice—is gaining
appreciation in psychology. Achieving replicability is important for making research …
appreciation in psychology. Achieving replicability is important for making research …