Dealing with small samples in football research

A conceptual model and detailed framework for stress-related, strain-related, and overuse athletic injury

(2020) Judd T. Kalkhoven et al.   JOURNAL OF SCIENCE AND MEDICINE IN SPORT

Directed acyclic graphs and causal thinking in clinical risk prediction modeling

(2020) Marco Piccininni et al.   BMC Medical Research Methodology

Call to increase statistical collaboration in sports science, sport and exercise medicine and sports physiotherapy

(2020) Kristin L Sainani et al.   BRITISH JOURNAL OF SPORTS MEDICINE

An Introduction to Bayesian Multilevel Models Using brms: A Case Study of Gender Effects on Vowel Variability in Standard Indonesian

(2019) Ladislas Nalborczyk et al.   JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH

Bayesian additive regression trees and the General BART model

(2019) Yaoyuan Vincent Tan et al.   STATISTICS IN MEDICINE

Explorations in statistics: the log transformation

(2018) Douglas Curran-Everett   ADVANCES IN PHYSIOLOGY EDUCATION

Repeated testing for the assessment of individual response to exercise training

(2018) Anne Hecksteden et al.   JOURNAL OF APPLIED PHYSIOLOGY

The Problem with “Magnitude-Based Inference”

(2018) Kristin L. Sainani   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

A brief introduction to mixed effects modelling and multi-model inference in ecology

(2018) Xavier A. Harrison et al.   PeerJ

How to Construct, Conduct and Analyze an Exercise Training Study?

(2018) Anne Hecksteden et al.   Frontiers in Physiology

A New Method to Individualize Monitoring of Muscle Recovery in Athletes

(2017) Anne Hecksteden et al.   International Journal of Sports Physiology and Performance

brms: An R Package for Bayesian Multilevel Models Using Stan

(2017) Paul-Christian Bürkner   Journal of Statistical Software

Bringing probability judgments into policy debates via forecasting tournaments

(2017) Philip E. Tetlock et al.   SCIENCE

Decision making and uncertainty quantification for individualized treatments using Bayesian Additive Regression Trees

(2017) Brent R Logan et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Adjust for Multiple Comparisons? It’s Not That Simple

(2016) Andrew D. Althouse   ANNALS OF THORACIC SURGERY

Chasing the 0.2

(2016)   International Journal of Sports Physiology and Performance

Missing data methods for arbitrary missingness with small samples

(2016) Daniel McNeish   JOURNAL OF APPLIED STATISTICS

Bayesian Estimation of Small Effects in Exercise and Sports Science

(2016) Kerrie L. Mengersen et al.   PLoS One

Understanding Variation in Sets of N-of-1 Trials

(2016) Artur Araujo et al.   PLoS One

Exercise genomics—a paradigm shift is needed: a commentary: Table 1

(2015) Claude Bouchard   BRITISH JOURNAL OF SPORTS MEDICINE

Invited Editorial on “Skeletal Muscle Signature of a Champion Sprint Runner”

(2015) Anne Hecksteden et al.   JOURNAL OF APPLIED PHYSIOLOGY

Skeletal muscle signature of a champion sprint runner

(2015) Scott Trappe et al.   JOURNAL OF APPLIED PHYSIOLOGY

Individual response to exercise training - a statistical perspective

(2015) Anne Hecksteden et al.   JOURNAL OF APPLIED PHYSIOLOGY

Validity of Lactate Thresholds in Inline Speed Skating

(2015) Anne Hecksteden et al.   JOURNAL OF STRENGTH AND CONDITIONING RESEARCH

“Magnitude-based Inference”

(2015) Alan H. Welsh et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Using visual statistical inference to better understand random class separations in high dimension, low sample size data

(2014) Niladri Roy Chowdhury et al.   COMPUTATIONAL STATISTICS

Power failure: why small sample size undermines the reliability of neuroscience

(2013) Katherine S. Button et al.   NATURE REVIEWS NEUROSCIENCE

Practical and statistical issues in missing data for longitudinal patient-reported outcomes

(2013) Melanie L Bell et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

In defence of logarithmic transformations

(2013) J.M. Bland et al.   STATISTICS IN MEDICINE

Log transformation: application and interpretation in biomedical research

(2012) Changyong Feng et al.   STATISTICS IN MEDICINE

BART: Bayesian additive regression trees

(2010) Hugh A. Chipman et al.   Annals of Applied Statistics

Evidence for a Collective Intelligence Factor in the Performance of Human Groups

(2010) Anita Williams Woolley et al.   SCIENCE

Investigating variability in patient response to treatment – a case study from a replicate cross-over study

(2010) Stephen Senn et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

U is for Unease: Reasons for Mistrusting Overlap Measures for Reporting Clinical Trials

(2010) Stephen Senn   Statistics in Biopharmaceutical Research

Statistical inference for exploratory data analysis and model diagnostics

(2009) A. Buja et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Sample size and power calculations based on generalized linear mixed models with correlated binary outcomes

(2008) Qianyu Dang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Transposed Conditionals, Shrinkage, and Direct and Indirect Unbiasedness

(2008) Stephen Senn   EPIDEMIOLOGY

Progressive Statistics for Studies in Sports Medicine and Exercise Science

(2008) WILLIAM G. HOPKINS et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE