- A general theory of hypothesis tests and confidence regions for sparse high dimensional models
2017/02/01 by Yang Ning, Han Liu · 293 citations
Decision Sciences · Mathematics · #Applied mathematics #Artificial intelligence #Asymptotic distribution #Computer science #Confidence interval #Confidence region #Econometrics #Estimator #Inference #Mathematics #Nuisance parameter #Null hypothesis #Point estimation #Poisson distribution #Probabilistic and Robust Engineering Design #Score #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical hypothesis testing #Statistical inference #Statistics #Test statistic
- Confidence intervals with a priori parameter bounds
2014/03/31 by A. V. Lokhov, F. V. Tkachov · 15 citations
Decision Sciences · Mathematics · Physics and Astronomy · #A priori and a posteriori #CDF-based nonparametric confidence interval #Confidence distribution #Confidence interval #Confidence region #Credible interval #Distribution (mathematics) #Limit (mathematics) #Poisson distribution #Risk and Portfolio Optimization #Robust confidence intervals #Statistical Distribution Estimation and Applications #Statistical Methods and Bayesian Inference #physics.data-an
- On asymptotically optimal confidence regions and tests for high-dimensional models
2013/03/31 by Sara van de Geer, Peter Bühlmann, Ya’acov Ritov +2 · 811 citations
Mathematics · #Asymptotic analysis #Asymptotic distribution #Bounded function #Confidence region #Generalized linear model #Linear model #Random Matrices and Applications #Regular polygon #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical hypothesis testing #Zhàng #math.ST #stat.TH
- High-dimensional instrumental variables regression and confidence sets
2011/05/12 by Eric Gautier, Gautier, Eric, Christiern Rose +1 · 128 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Statistical Methods and Models #Artificial intelligence #Computer science #Confidence interval #Confidence region #Convergence (economics) #Econometrics #Economics #Estimator #FOS: Mathematics #Identification (biology) #Inference #Instrumental variable #Linear regression #Mathematics #Monetary Policy and Economic Impact #Statistical Methods and Inference #Statistics #Statistics Theory (math.ST) #math.ST #stat.TH
- Appreciation of Medical Treatments Through Confidence Intervals
2007/05/01 by Bruno Apolloni, Simone Bassis, Sabrina Gaito +1 · 14 citations
Computer Science · Mathematics · #Statistical and Computational Modeling #Statistical Methods in Clinical Trials #Statistical Methods and Inference #Inference #Confidence interval #Computer science #Null hypothesis #Statistical inference #Statistical hypothesis testing #Machine learning #Field (mathematics) #Regression #Data mining #Confidence region #Artificial intelligence #Statistics #Mathematics
- Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods
2004/01/01 by David P. MacKinnon, Chondra M. Lockwood, Jason Williams · 7,687 citations
Mathematics · #Advanced Causal Inference Techniques #CDF-based nonparametric confidence interval #Confidence distribution #Confidence interval #Confidence region #Econometrics #Mathematics #Normal distribution #Resampling #Robust confidence intervals #Standard error #Statistic #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials #Statistical hypothesis testing #Statistics #Test statistic
- Confidence level computation for combining searches with small statistics
1999/02/05 by Thomas Junk · 1,599 citations
Mathematics · Physics and Astronomy · #Algorithm #CDF-based nonparametric confidence interval #Computation #Computer science #Confidence distribution #Confidence interval #Confidence region #Mathematics #Poisson distribution #Radioactive Decay and Measurement Techniques #Robust confidence intervals #SIGNAL (programming language) #Statistics #hep-ex #physics.data-an
- Confidence Intervals on Linear Combinations of Variance Components in the Unbalanced One-Way Classification
1984/05/01 by Richard K. Burdick, Franklin A. Graybill · 30 citations
Mathematics · #Advanced Statistical Methods and Models #CDF-based nonparametric confidence interval #Component (thermodynamics) #Confidence interval #Confidence region #Credible interval #Econometrics #Linear model #Mathematics #Robust confidence intervals #Statistics #Variance (accounting) #Variance components