- 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
- 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
- Testing the number of components in a normal mixture
2001/10/01 by Y. Lo, Yungtai Lo · 112 citations
Computer Science · Mathematics · #Asymptotic distribution #Bayesian Methods and Mixture Models #Component (thermodynamics) #Confidence interval #Convergence (economics) #Distribution (mathematics) #Empirical distribution function #Empirical likelihood #Likelihood-ratio test #Mathematical analysis #Mathematics #Mixture model #Normal distribution #Null distribution #Null hypothesis #Statistic #Statistical Distribution Estimation and Applications #Statistical Methods and Bayesian Inference #Statistical hypothesis testing #Statistics #Test statistic
- The Behavior of the P-Value When the Alternative Hypothesis is True
1997/03/01 by Hung Hung, Robert T. O’Neill, Péter Bauer +1 · 4 citations
Mathematics · Decision Sciences · #Statistical Methods in Clinical Trials #Meta-analysis and systematic reviews #Statistical Methods and Bayesian Inference #Statistics #Test statistic #p-value #Mathematics #Sample size determination #Null distribution #Value (mathematics) #Z-test #One- and two-tailed tests #Null hypothesis #Statistical hypothesis testing #Percentile #Statistic #Alternative hypothesis #Contrast (vision) #Computer science
- Breakdown Robustness of Tests
1990/06/01 by Xuming He, Douglas G. Simpson, Stephen Portnoy · 1 citation
Mathematics · Decision Sciences · #Statistical Distribution Estimation and Applications #Probabilistic and Robust Engineering Design #Optimal Experimental Design Methods #Mathematics #Sign test #Statistics #Test statistic #Null distribution #Stability (learning theory) #Null hypothesis #Power function #Statistic #Robustness (evolution) #Wilcoxon signed-rank test #Applied mathematics #Statistical hypothesis testing #Mathematical analysis #Computer science
- The fallacy of the null-hypothesis significance test.
1960/09/01 by William W. Rozeboom · 3 citations
Mathematics · Psychology · #Statistics Education and Methodologies #Probability and Statistical Research #Fallacy #Null hypothesis #Statistical hypothesis testing #Psychology #Alternative hypothesis #Statistical significance #Null (SQL) #Test (biology) #Null distribution #Statistics #Mathematics #Test statistic #Philosophy #Computer science #Epistemology #Biology #Data mining