- nmax and the quest to restore caution, integrity, and practicality to the sample size planning process.
2025/08/11 by Gregory R. Hancock, Yi Feng · 2 voices
Decision Sciences · Mathematics · Psychology · #Accounting #Artificial intelligence #Computer science #Credibility #Econometrics #Economics #Law #Mathematics #Meta-analysis and systematic reviews #Mindset #Operations research #Political science #Process (computing) #Psychology #Robustness (evolution) #Sample (material) #Sample size determination #Statistical power #Statistics #Variance (accounting)
- Null Hypothesis Significance Testing Interpreted and Calibrated by Estimating Probabilities of Sign Errors: A Bayes-Frequentist Continuum
2020/08/31 by David R. Bickel · 2 citations
Computer Science · Mathematics · #Alternative hypothesis #Bayes factor #Bayes' theorem #Bayesian Modeling and Causal Inference #Bayesian inference #Bayesian probability #Econometrics #Frequentist inference #Mathematical analysis #Mathematics #Null hypothesis #Posterior probability #Prior probability #Sign (mathematics) #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistical power #Statistics #p-value
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data
2019/04/03 by Changhee Lee, Jinsung Yoon, Mihaela van der Schaar · 47 citations
Computer Science · Mathematics · Medicine · #Artificial intelligence #Computer science #Covariate #Cystic Fibrosis Research Advances #Data mining #Dynamic data #Econometrics #Event (particle physics) #Field (mathematics) #Machine Learning in Healthcare #Machine learning #Mathematics #Statistical Methods in Epidemiology #Statistical power #Statistics
- Small sample sizes reduce the replicability of task-based fMRI studies
2018/05/30 by Benjamin O. Turner, Erick J. Paul, Michael B. Miller +1 · 2 citations
Neuroscience · Medicine · Psychology · Mathematics · #Functional Brain Connectivity Studies #Advanced MRI Techniques and Applications #Neural and Behavioral Psychology Studies #Sample size determination #Sample (material) #Statistical power #Task (project management) #Functional magnetic resonance imaging #Computer science #Psychology #Large sample #Statistical hypothesis testing #Artificial intelligence #Statistics #Cognitive psychology #Mathematics #Neuroscience
- Small is beautiful: In defense of the small-N design
2018/03/19 by Philip L. Smith, Daniel R. Little · 3 voices · 43 citations
Neuroscience · Psychology · #Artificial intelligence #Child and Animal Learning Development #Cognition #Cognitive psychology #Computer science #Contrast (vision) #Epistemology #Experimental psychology #Inference #Memory and Neural Mechanisms #Mental Health Research Topics #Power (physics) #Psychology #Replication (statistics) #Sample size determination #Social psychology #Statistical inference #Statistical power #Statistics #Variance (accounting)
- Finite population correction for two-level hierarchical linear models.
2017/03/16 by Mark H. C. Lai, Oi‐Man Kwok, Yu‐Yu Hsiao +1 · 1 voice · 4 citations
Mathematics · #Advanced Causal Inference Techniques #Cluster (spacecraft) #Computer science #Confidence interval #Demography #Econometrics #Intraclass correlation #Linear model #Mathematics #Meta-analysis #Multilevel model #Population #Psychometrics #Random effects model #Sample (material) #Sample size determination #Standard error #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials #Statistical power #Statistics
- Advice on testing the null hypothesis that a sample is drawn from a normal distribution
2015/08/01 by Graeme D. Ruxton, David M. Wilkinson, Markus Neuhäuser · 5 citations
Mathematics · #Advanced Statistical Methods and Models #Computer science #Data mining #Econometrics #Machine learning #Margin (machine learning) #Mathematics #Nonparametric statistics #Normality #Null (SQL) #Null distribution #Null hypothesis #One- and two-tailed tests #Sample (material) #Sample size determination #Statistic #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistical inference #Statistical power #Statistics #Test statistic #Type I and type II errors #p-value
- Correlational effect size benchmarks.
2014/10/14 by Frank A. Bosco, Herman Aguinis, Kulraj Singh +2 · 60 citations
Decision Sciences · Economics, Econometrics and Finance · Health Professions · Mathematics · Psychology · #Cognitive psychology #Computer science #Econometrics #Generality #Health Policy Implementation Science #Health Systems, Economic Evaluations, Quality of Life #Management science #Mathematics #Meta-analysis and systematic reviews #Psychology #Sample size determination #Social psychology #Statistical power #Statistics
- A METHOD FOR ASSESSING PHYLOGENETIC LEAST SQUARES MODELS FOR SHAPE AND OTHER HIGH-DIMENSIONAL MULTIVARIATE DATA
2014/06/04 by Dean C. Adams · 48 citations
Earth and Planetary Sciences · Environmental Science · Mathematics · #Biology #Computer science #Context (archaeology) #Covariance #Ecology and Vegetation Dynamics Studies #Evolution and Paleontology Studies #Evolutionary biology #Generalized least squares #Genetics #Mathematics #Morphological variations and asymmetry #Multivariate statistics #Parametric statistics #Phylogenetic comparative methods #Phylogenetic tree #Regression #Sample size determination #Statistical hypothesis testing #Statistical power #Statistics #Trait #Type I and type II errors
- Efficient Design for Mendelian Randomization Studies: Subsample and 2-Sample Instrumental Variable Estimators
2013/07/17 by B. L. Pierce, Brandon L. Pierce, Stephen Burgess +1 · 49 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Medicine · #Advanced Causal Inference Techniques #Biology #Computer science #Confidence interval #Data set #Econometrics #Estimator #Genetic Associations and Epidemiology #Genetic and phenotypic traits in livestock #Genetic variants #Genetics #Instrumental variable #Mathematics #Medicine #Mendelian randomization #Null hypothesis #Outcome (game theory) #Sample size determination #Statistical power #Statistics
- Optimal Unified Approach for Rare-Variant Association Testing with Application to Small-Sample Case-Control Whole-Exome Sequencing Studies
2012/08/01 by Seunggeun Lee, Mary J. Emond, Michael J. Bamshad +8 · 38 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Psychology · #Association (psychology) #Association test #Biology #Computational biology #Computer science #Data mining #Exome #Exome sequencing #Genetic Associations and Epidemiology #Genetic association #Genetics #Genomic variations and chromosomal abnormalities #Genomics and Rare Diseases #Genotype #Mathematics #Phenotype #Psychology #Sample size determination #Single-nucleotide polymorphism #Statistical power #Statistics #Type I and type II errors
- Confidence Intervals and Power Calculations for Within-Person Biological Variation: Effect of Analytical Imprecision, Number of Replicates, Number of Samples, and Number of Individuals
2012/07/04 by Thomas Røraas, Per H Petersen, Per Hyltoft Petersen +1 · 24 citations
Decision Sciences · Mathematics · Medicine · #Clinical Laboratory Practices and Quality Control #Coefficient of variation #Computer science #Mathematics #Meta-analysis and systematic reviews #Power (physics) #Quality (philosophy) #Reliability (semiconductor) #Sample size determination #Statistical Methods in Clinical Trials #Statistical power #Statistics #Variance (accounting) #Variation (astronomy)
- P-Value Precision and Reproducibility
2011/11/01 by Dennis D. Boos, Leonard A. Stefanski · 30 citations
Computer Science · Decision Sciences · Mathematics · #Artificial intelligence #Computer science #Context (archaeology) #Contrast (vision) #Data Analysis with R #Econometrics #Geography #Mathematics #Meta-analysis and systematic reviews #Multiple comparisons problem #Null hypothesis #Replicate #Reproducibility #Rounding #Sample (material) #Sample size determination #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistical power #Statistical significance #Statistics #Value (mathematics) #p-value
- Uncertainties in studies of low statistical power
2010/06/01 by John D. Boice · 1 citation
Engineering · Computer Science · Mathematics · #Advancements in Semiconductor Devices and Circuit Design #Neural Networks and Applications #Statistical power #Computer science #Statistics #Power (physics) #Environmental science #Econometrics #Mathematics #Physics
- Accuracy of Effect Size Estimates from Published Psychological Research
2008/04/01 by Andrew Brand, M. T. Bradley, Lisa A. Best +1 · 2 citations
Decision Sciences · Psychology · Mathematics · Medicine · #Meta-analysis and systematic reviews #Psychometric Methodologies and Testing #scientometrics and bibliometrics research #Monte Carlo method #Statistical power #Sample size determination #Publication bias #Statistics #Publication #Meta-analysis #Econometrics #Computer science #Psychology #Mathematics #Medicine
- Joint integrated probabilistic data association: JIPDA
2004/07/01 by D. Musicki, Darko Mušicki, R. Evans +1 · 25 citations
Computer Science · Engineering · Mathematics · #A priori and a posteriori #Algorithm #Artificial intelligence #Association (psychology) #Cluster (spacecraft) #Clutter #Computer science #Data association #Distributed Sensor Networks and Detection Algorithms #Engineering #Event (particle physics) #Guidance and Control Systems #Joint (building) #Joint probability distribution #Mathematics #Probabilistic logic #Radar #Radar tracker #Statistical power #Statistics #Target Tracking and Data Fusion in Sensor Networks #Telecommunications #Track (disk drive) #Tracking (education)
- VISUAL AIDS AND STRUCTURED CRITERIA FOR IMPROVING VISUAL INSPECTION AND INTERPRETATION OF SINGLE‐CASE DESIGNS
2003/09/01 by Wayne W. Fisher, Michael E. Kelley, Joanna E. Lomas · 27 citations
Mathematics · Psychology · Veterinary · #Animal Behavior and Welfare Studies #Artificial intelligence #Behavioral and Psychological Studies #Computer science #Interpretation (philosophy) #Mathematics #Monte Carlo method #Psychology #Statistical power #Statistics #Visual inspection
- A Primer on the Understanding, Use, and Calculation of Confidence Intervals that are Based on Central and Noncentral Distributions
2001/08/01 by Geoff Cumming, Sue Finch · 42 citations
Computer Science · Decision Sciences · Mathematics · Medicine · Psychology · #Computer science #Confidence interval #Data Analysis with R #Econometrics #Epistemology #Mathematics #Medicine #Meta-analysis #Meta-analysis and systematic reviews #Microsoft excel #Psychology #Simple (philosophy) #Statistical Methods in Clinical Trials #Statistical analysis #Statistical hypothesis testing #Statistical power #Statistical software #Statistics
- Some Practical Guidelines for Effective Sample Size Determination
2001/08/01 by Russell V Lenth, Russell V. Lenth · 48 citations
Decision Sciences · Engineering · Mathematics · Psychology · #Advanced Statistical Process Monitoring #Computer science #Engineering #Management science #Mathematics #Meta-analysis and systematic reviews #Psychology #Quality (philosophy) #Sample (material) #Sample size determination #Social psychology #Statistical Methods in Clinical Trials #Statistical power #Statistics #Temptation
- Calibration ofρValues for Testing Precise Null Hypotheses
2001/02/01 by Thomas Sellke, M. J. Bayarri, M. J Bayarri +2 · 85 citations
Decision Sciences · Mathematics · #Alternative hypothesis #Bayesian inference #Bayesian probability #Calibration #Conditional probability #Econometrics #Frequentist inference #Frequentist probability #Mathematics #Meta-analysis and systematic reviews #Null hypothesis #Odds #Posterior probability #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistical power #Statistics #p-value
- The Abuse of Power
2001/02/01 by John M Hoenig, John M. Hoenig, Dennis M. Heisey +1 · 74 citations
Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Computer science #Computer security #Econometrics #Health Systems, Economic Evaluations, Quality of Life #Interpretation (philosophy) #Key (lock) #Mathematics #Meta-analysis and systematic reviews #Physics #Power (physics) #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistical power #Statistical theory #Statistics
- The predictive power of price patterns
1998/09/01 by Gunduz Caginalp, Henry Laurent · 1 citation
Economics, Econometrics and Finance · Decision Sciences · Mathematics · #Financial Markets and Investment Strategies #Complex Systems and Time Series Analysis #Stock Market Forecasting Methods #Econometrics #Null hypothesis #Predictive power #Statistical hypothesis testing #Economics #Profit (economics) #Sample (material) #Null (SQL) #Statistics #Statistical power #Mathematics #Computer science #Data mining #Microeconomics
- Operating Characteristics of a Rank Correlation Test for Publication Bias
1994/12/01 by Colin B. Begg, Madhuchhanda Mazumdar · 355 citations
Decision Sciences · Mathematics · Medicine · #Complement (music) #Computer science #Confidence interval #Econometrics #Funnel plot #Mathematics #Medicine #Meta-analysis #Meta-analysis and systematic reviews #Publication bias #Rank (graph theory) #Reliability and Agreement in Measurement #Sample size determination #Statistic #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistical power #Statistics #Test statistic #Type I and type II errors
- Optimality of the cell averaging CFAR detector
1994/07/01 by P.P. Gandhi, S.A. Kassam · 3 citations
Computer Science · Engineering · Mathematics · #Advanced SAR Imaging Techniques #Algorithm #Artificial intelligence #Clutter #Computer science #Constant false alarm rate #Detector #Distributed Sensor Networks and Detection Algorithms #False alarm #Mathematics #Noise (video) #Noise power #Physics #Power (physics) #Radar #Radar Systems and Signal Processing #Set (abstract data type) #Statistical power #Statistics #Telecommunications