- Testing for practically significant dependencies in high dimensions via bootstrapping maxima of U-statistics
2022/10/31 by Patrick J. Bastian, Bastian, Patrick, Holger Dette +3 · 2 citations
Agricultural and Biological Sciences · Mathematics · #62C20 #62F40 #62G10 #Alternative hypothesis #Applied mathematics #Artificial intelligence #Class (philosophy) #Computer science #Data mining #Econometrics #FOS: Mathematics #Independence (probability theory) #Independent and identically distributed random variables #Mathematical economics #Mathematics #Minimax #Null (SQL) #Null hypothesis #Pairwise comparison #Pairwise independence #Probability (math.PR) #Random Matrices and Applications #Sensory Analysis and Statistical Methods #Statistical Methods and Inference #Statistical hypothesis testing #Statistics #Statistics Theory (math.ST) #Zero (linguistics)
- The Practical Alternative to the p Value Is the Correctly Used p Value
2021/02/09 by Daniël Lakens · 1 voice · 35 citations
Computer Science · Decision Sciences · Mathematics · Psychology · #Alternative hypothesis #Ask price #Commit #Computer science #Data Analysis with R #Epistemology #Fallacy #Mathematics #Meta-analysis and systematic reviews #Null hypothesis #Psychology #Quality (philosophy) #Statistic #Statistical hypothesis testing #Statistician #Statistics #Toolbox #Value (mathematics) #p-value
- 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
- Robust Inference on Infinite and Growing Dimensional Time Series\n Regression
2019/11/19 by Abhimanyu Gupta, Gupta, Abhimanyu, Myung Hwan Seo +1 · 3 citations
Economics, Econometrics and Finance · Mathematics · #Applied mathematics #Artificial intelligence #Autoregressive model #Combinatorics #Complex Systems and Time Series Analysis #Computer science #Dimension (graph theory) #Econometrics #Econometrics (econ.EM) #Exponential function #FOS: Economics and business #Financial Risk and Volatility Modeling #Inference #Market Dynamics and Volatility #Mathematical analysis #Mathematics #Monetary Policy and Economic Impact #Nonparametric statistics #Null hypothesis #Regression #Series (stratigraphy) #Sieve (category theory) #Statistics
- What Have We (Not) Learnt from Millions of Scientific Papers with P Values?
2019/03/20 by John P. A. Ioannidis · 30 citations
Decision Sciences · Economics, Econometrics and Finance · Mathematics · Psychology · #Artificial intelligence #Bayesian inference #Bayesian probability #Biology #Causal inference #Computer science #Confidence interval #Confounding #Econometrics #False discovery rate #Frequentist inference #Health Systems, Economic Evaluations, Quality of Life #Inference #MEDLINE #Mathematics #Meta-analysis and systematic reviews #Multiple comparisons problem #Null hypothesis #Psychology #Significance testing #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistical inference #Statistics #p-value
- Understanding the Replication Crisis as a Base Rate Fallacy
2018/08/10 by Alexander Bird · 21 citations
Arts and Humanities · Decision Sciences · Mathematics · Medicine · Psychology · #Actuarial science #Biology #Commit #Computer science #Econometrics #Economics #Epistemology #Fallacy #Falsifiability #Incentive #Mathematical economics #Medicine #Meta-analysis and systematic reviews #Microeconomics #Null hypothesis #Outcome (game theory) #Philosophy #Philosophy and History of Science #Positive economics #Psychology #Replicate #Replication (statistics) #Social psychology #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistics #Test (biology)
- Differentially Private False Discovery Rate Control
2018/07/11 by Cynthia Dwork, Weijie J. Su, Dwork, Cynthia +4 · 2 citations
Computer Science · Mathematics · #Artificial intelligence #Computer science #Control (management) #Data mining #Differential privacy #FOS: Computer and information sciences #FOS: Mathematics #False discovery rate #Logarithm #Machine Learning (cs.LG) #Machine learning #Mathematics #Multiple comparisons problem #Multiplicative function #Null (SQL) #Null hypothesis #Privacy-Preserving Technologies in Data #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistics #Statistics Theory (math.ST) #Value (mathematics) #cs.LG #math.ST #stat.TH
- Abandon Statistical Significance
2017/09/30 by Blakeley B. McShane, David Gal, Andrew Gelman +2 · 1 voice · 63 citations
Computer Science · Decision Sciences · Mathematics · #Bayes' theorem #Data Analysis with R #Frequentist probability #Meta-analysis and systematic reviews #Novelty #Null hypothesis #Process (computing) #Replication (statistics) #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistical model #msc:97K70 #stat.ME
- Does GRI reporting impact environmental sustainability? A cross-industry analysis of CO2 emissions performance between GRI-reporting and non-reporting companies
2017/02/24 by Lotfi Belkhir, Sneha Bernard, Samih Abdelgadir · 2 citations
Business, Management and Accounting · #Sustainable Supply Chain Management #Corporate Social Responsibility Reporting #Environmental Sustainability in Business #Sustainability reporting #Sustainability #Business #Accounting #Greenhouse gas #Null hypothesis #Econometrics #Economics
- How the Maximal Evidence ofP-Values Against Point Null Hypotheses Depends on Sample Size
2016/10/01 by Leonhard Held, Manuela Ott · 12 citations
Mathematics · #Advanced Statistical Methods and Models #Alternative hypothesis #Bayes' theorem #Bayesian probability #Combinatorics #Computer science #Econometrics #Infinity #Mathematical analysis #Mathematics #Null (SQL) #Null hypothesis #Physics #Point (geometry) #Sample (material) #Sample size determination #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics #Value (mathematics)
- A Test by Any Other Name:PValues, Bayes Factors, and Statistical Inference
2016/01/02 by Hal S. Stern · 1 citation
Decision Sciences · Computer Science · Mathematics · Psychology · #Meta-analysis and systematic reviews #Data Analysis with R #Statistical Methods in Clinical Trials #Statistical inference #Null hypothesis #Bayes' theorem #Statistical hypothesis testing #Inference #Fiducial inference #Bayes factor #Frequentist inference #Bayesian inference #Bayesian statistics #Econometrics #Bayesian probability #Statistics #Frequentist probability #Scrutiny #Alternative hypothesis #Computer science #Psychology #Artificial intelligence #Mathematics
- Alternatives to P value: confidence interval and effect size
2016/01/01 by Dong Kyu Lee · 1 citation
Decision Sciences · Mathematics · Medicine · #Meta-analysis and systematic reviews #Statistical Methods in Clinical Trials #Hemodynamic Monitoring and Therapy #Confidence interval #Null hypothesis #Value (mathematics) #Statistical hypothesis testing #p-value #Medicine #Statistics #Criticism #Statistical significance #Econometrics #Mathematics
- The prevalence of statistical reporting errors in psychology (1985–2013)
2015/10/23 by Michèle B. Nuijten, Chris Hartgerink, Marcel A. L. M. van Assen +2 · 2 citations
Decision Sciences · Psychology · Mathematics · #Meta-analysis and systematic reviews #scientometrics and bibliometrics research #Reliability and Agreement in Measurement #Significance testing #Statistic #Statistics #Null hypothesis #Psychology #Statistical hypothesis testing #Statistical significance #p-value #Value (mathematics) #Demography #Econometrics #Clinical psychology #Mathematics #Sociology
- Event coincidence analysis for quantifying statistical interrelationships between event time series
2015/08/31 by Jonathan F. Donges, Carl-Friedrich Schleussner, Carl‐Friedrich Schleussner +2 · 3 citations
Environmental Science · Mathematics · Physics and Astronomy · #Biology #Climate variability and models #Coincidence #Computer science #Data mining #Econometrics #Ecosystem dynamics and resilience #Event (particle physics) #Hydrology and Drought Analysis #Mathematics #Null hypothesis #Poisson distribution #Series (stratigraphy) #Statistical hypothesis testing #Statistics #Time series #physics.data-an #physics.soc-ph #stat.ME
- Information Rigidity and the Expectations Formation Process: A Simple Framework and New Facts
2015/08/01 by Olivier Coibion, Yuriy Gorodnichenko · 25 citations
Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computer science #Econometrics #Economics #Imperfect #Information structure #Macroeconomics #Market Dynamics and Volatility #Mathematical economics #Microeconomics #Monetary Policy and Economic Impact #Null (SQL) #Null hypothesis #Perfect information #Physics #Rational expectations #Rigidity (electromagnetism) #Set (abstract data type) #Stylized fact
- 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
- Power Enhancement in High-Dimensional Cross-Sectional Tests
2015/01/01 by Jianqing Fan, Yuan Liao, Jiawei Yao · 27 citations
Economics, Econometrics and Finance · Mathematics · #Alternative hypothesis #Applied mathematics #Artificial intelligence #Computer science #Convergence (economics) #Data mining #Independence (probability theory) #Mathematical optimization #Mathematics #Null (SQL) #Null distribution #Null hypothesis #Quadratic equation #Spatial and Panel Data Analysis #Statistic #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical hypothesis testing #Statistics #Test statistic #Thresholding #Wald test
- Community Detection for Correlation Matrices
2013/11/30 by Mel MacMahon, Diego Garlaschelli · 1 citation
Economics, Econometrics and Finance · Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #Complex Systems and Time Series Analysis #Complex network #Computer science #Data mining #Econometrics #Eigenvalues and eigenvectors #Filter (signal processing) #Mathematics #Mesoscopic physics #Null hypothesis #Null model #Opinion Dynamics and Social Influence #Physics #Random matrix #Theoretical computer science #physics.data-an #physics.soc-ph #q-fin.PM #q-fin.RM #q-fin.ST
- PERMANOVA, ANOSIM, and the Mantel test in the face of heterogeneous dispersions: What null hypothesis are you testing?
2013/11/01 by Marti J. Anderson, Daniel C. I. Walsh · 67 citations
Environmental Science · Mathematics · #Biology #Ecology #Ecology and Vegetation Dynamics Studies #Mantel test #Mathematics #Multivariate statistics #Null hypothesis #Species Distribution and Climate Change #Statistics #Wildlife Ecology and Conservation
- Efficient Design for Mendelian Randomization Studies: Subsample and 2-Sample Instrumental Variable Estimators
2013/07/17 by Brandon L. Pierce, B. L. Pierce, S. 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
- P-Value Precision and Reproducibility
2011/11/01 by Dennis D. Boos, Leonard A. Stefanski · 32 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
- Attribution of climate variations and trends to human influences and natural variability
2011/11/01 by Kevin E. Trenberth · 1 citation
Environmental Science · Earth and Planetary Sciences · Mathematics · Psychology · #Climate variability and models #Meteorological Phenomena and Simulations #Atmospheric and Environmental Gas Dynamics #Attribution #Climate change #Global warming #Natural (archaeology) #Null (SQL) #Null hypothesis #Task (project management) #Environmental science #Climatology #Geography #Environmental resource management #Econometrics #Computer science #Ecology #Mathematics #Psychology #Economics #Social psychology #Geology #Biology
- P Value and the Theory of Hypothesis Testing: An Explanation for New Researchers
2009/11/16 by David Biau, Brigitte M. Jolles, Raphaël Porcher · 1 citation
Decision Sciences · Mathematics · #Alternative hypothesis #Computer science #Data mining #Econometrics #Mathematics #Meta-analysis and systematic reviews #Null (SQL) #Null distribution #Null hypothesis #One- and two-tailed tests #Statistic #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistics #Test statistic #Type I and type II errors #Value (mathematics) #p-value
- Why P Values Are Not a Useful Measure of Evidence in Statistical Significance Testing
2008/02/01 by Raymond Hubbard, Roger Lindsay · 1 citation
Decision Sciences · Psychology · Mathematics · #Forecasting Techniques and Applications #Meta-analysis and systematic reviews #Decision-Making and Behavioral Economics #p-value #Replication (statistics) #Null hypothesis #Statistical hypothesis testing #Value (mathematics) #Psychology #Measure (data warehouse) #Social psychology #Statistics #Epistemology #Cognitive psychology #Econometrics #Computer science #Mathematics #Philosophy #Data mining
- Testing earthquake predictions
2008/01/01 by Brad Luen, Philip B. Stark · 1 citation
Earth and Planetary Sciences · Computer Science · #earthquake and tectonic studies #Seismology and Earthquake Studies #High-pressure geophysics and materials #Foreshock #Induced seismicity #Event (particle physics) #Statistical hypothesis testing #Null hypothesis #Test statistic #Statistic #Cluster analysis #Set (abstract data type)
- Effect size, confidence interval and statistical significance: a practical guide for biologists
2007/10/18 by Shinichi Nakagawa, Innes C. Cuthill · 6 citations
Decision Sciences · Computer Science · Mathematics · #Meta-analysis and systematic reviews #Data Analysis with R #Statistical Methods in Clinical Trials #Statistics #Confidence interval #Context (archaeology) #Null hypothesis #Statistical hypothesis testing #Sample size determination #Econometrics #Mathematics #Biology
- The Use of Unsigned Earnings Quality Measures in Tests of Earnings Management
2007/09/28 by Paul Hribar, PAUL HRIBAR, D. CRAIG NICHOLS +1 · 9 citations
Business, Management and Accounting · Economics, Econometrics and Finance · Mathematics · #Accounting #Accrual #Auditing, Earnings Management, Governance #Earnings #Earnings management #Earnings quality #Econometrics #Economics #Financial Reporting and Valuation Research #Law, Economics, and Judicial Systems #Mathematics #Null hypothesis #Statistics #Value (mathematics) #Variance (accounting) #Volatility (finance)
- Concerns regarding a call for pluralism of information theory and hypothesis testing
2007/03/05 by Paul M. Lukacs, William L. Thompson, William L. Kendall +4 · 1 citation
Environmental Science · Computer Science · Mathematics · #Species Distribution and Climate Change #Data Analysis with R #Ecology and Vegetation Dynamics Studies #Null hypothesis #Inference #Statistical hypothesis testing #Alternative hypothesis #Null (SQL) #Statistical inference #Computer science #Exploratory data analysis #Frequentist inference #Econometrics #Artificial intelligence #Mathematics #Data mining #Statistics #Bayesian inference
- The Difference Between “Significant” and “Not Significant” is not Itself Statistically Significant
2006/10/11 by Andrew Gelman, Hal Stern, Hal S. Stern · 1 voice · 88 citations
Mathematics · Physics and Astronomy · Psychology · #Cognitive psychology #Computer science #Data mining #Econometrics #Interpretation (philosophy) #Mathematics #Null (SQL) #Null hypothesis #Paranormal Experiences and Beliefs #Psychology #Quantum Mechanics and Applications #Statistical Mechanics and Entropy #Statistical analysis #Statistical hypothesis testing #Statistical significance #Statistics
- Testing for Spatial Clustering of Amino Acid Replacements Within Protein Tertiary Structure
2006/04/25 by Jiaye Yu, Jeffrey L. Thorne · 2 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #Amino acid #Biochemistry #Biological system #Biology #Cluster analysis #Computational biology #Computer science #Evolutionary biology #Genetic diversity and population structure #Genetics #Genomics and Phylogenetic Studies #Machine learning #Mathematics #Null hypothesis #Parametric statistics #Protein Structure and Dynamics #Protein evolution #Protein tertiary structure #Statistics
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