A cardiologist's guide to machine learning in cardiovascular disease prognosis prediction

KP Kresoja, M Unterhuber, R Wachter, H Thiele… - Basic research in …, 2023 - Springer
A modern-day physician is faced with a vast abundance of clinical and scientific data, by far
surpassing the capabilities of the human mind. Until the last decade, advances in data …

Statistical assumptions in L2 research: A systematic review

Y Hu, L Plonsky - Second Language Research, 2021 - journals.sagepub.com
Statistical tests carry with them a number of assumptions that must be checked. Failing to do
so and to report the results of such preliminary analyses introduce a potential threat to the …

Assumption-checking rather than (just) testing: The importance of visualization and effect size in statistical diagnostics

I Shatz - Behavior Research Methods, 2024 - Springer
Statistical methods generally have assumptions (eg, normality in linear regression models).
Violations of these assumptions can cause various issues, like statistical errors and biased …

Panic buying in times of coronavirus (COVID-19): Extending the theory of planned behavior to understand the stockpiling of nonperishable food in Germany

M Lehberger, AK Kleih, K Sparke - Appetite, 2021 - Elsevier
At the onset of the coronavirus pandemic, sales of nonperishable food drastically increased
in Germany. Reports of hoarding and panic buying flooded the media. To identify the drivers …

[Књига][B] Principles and practice of structural equation modeling

RB Kline - 2023 - books.google.com
Significantly revised, the fifth edition of the most complete, accessible text now covers all
three approaches to structural equation modeling (SEM)--covariance-based SEM …

Principle assumptions of regression analysis: Testing, techniques, and statistical reporting of imperfect data sets

C Flatt, RL Jacobs - Advances in Develo** Human …, 2019 - journals.sagepub.com
The Problem Journal pages are filled with articles that scarcely mention the assumptions
behind the chosen statistical techniques and models. Based on questionable foundations …

Determinants of sleep quality: a cross-sectional study in university students

JM Schmickler, S Blaschke, R Robbins… - International journal of …, 2023 - mdpi.com
When entering the university setting, poor sleep quality is reportedly prevalent among
students and has been linked to a range of adverse health outcomes, including reduced …

Introduction to the use of linear and nonlinear regression analysis in quantitative biological assays

SW Jarantow, ED Pisors, ML Chiu - Current Protocols, 2023 - Wiley Online Library
Biological assays are essential tools in biomedical and pharmaceutical research. In simplest
terms, such an assay is an analytical method used to measure or predict a response in a …

How to write statistical analysis section in medical research

AK Dwivedi - Journal of Investigative medicine, 2022 - journals.sagepub.com
Reporting of statistical analysis is essential in any clinical and translational research study.
However, medical research studies sometimes report statistical analysis that is either …

Calibrating the scientific ecosystem through meta-research

TE Hardwicke, S Serghiou, P Janiaud… - Annual Review of …, 2020 - annualreviews.org
While some scientists study insects, molecules, brains, or clouds, other scientists study
science itself. Meta-research, or research-on-research, is a burgeoning discipline that …