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Confidence intervals for low dimensional parameters in high dimensional linear models

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2014-01, Vol.76 (1), p.217-242

2014

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The New Statistics: Why and How

Psychological science, 2014-01, Vol.25 (1), p.7-29

Cumming, Geoff

2014

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Statistical inferences of linear forms for noisy matrix completion

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2021-02, Vol.83 (1), p.58-77

2021

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Statistical inference of the value function for reinforcement learning in infinite‐horizon settings

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2022-07, Vol.84 (3), p.765-793

2022

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Methods to estimate the between-study variance and its uncertainty in meta-analysis

Research synthesis methods, 2016-03, Vol.7 (1), p.55-79

2016

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Twelve-Year Analysis of NO2 Concentration Measurements at Belisario Station (Quito, Ecuador) Using Statistical Inference Techniques

Sensors (Basel, Switzerland), 2020-10, Vol.20 (20), p.5831

2020

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Residual and confidence interval for uncertain regression model with imprecise observations

Journal of intelligent & fuzzy systems, 2018-01, Vol.35 (2), p.2573-2583

2018

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Confidence Interval Based Distributionally Robust Real-Time Economic Dispatch Approach Considering Wind Power Accommodation Risk

IEEE transactions on sustainable energy, 2021-01, Vol.12 (1), p.58-69

2021

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Back to the basics: Rethinking partial correlation network methodology

British journal of mathematical & statistical psychology, 2020-05, Vol.73 (2), p.187-212

2020

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Methods to calculate uncertainty in the estimated overall effect size from a random‐effects meta‐analysis

Research synthesis methods, 2019-03, Vol.10 (1), p.23-43

2019

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Coverage Properties of Confidence Intervals for Generalized Additive Model Components

Scandinavian journal of statistics, 2012-03, Vol.39 (1), p.53-74

2012

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Statistical Inference for High-Dimensional Generalized Linear Models With Binary Outcomes

Journal of the American Statistical Association, 2023-04, Vol.118 (542), p.1319-1332

2023

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Tackling Small Eigen-Gaps: Fine-Grained Eigenvector Estimation and Inference Under Heteroscedastic Noise

IEEE transactions on information theory, 2021-11, Vol.67 (11), p.7380-7419

2021

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Confidence Interval Estimation for the Mean of Zero-Inflated Birnbaum–Saunders Distribution

Lobachevskii journal of mathematics, 2023-12, Vol.44 (12), p.5364-5383

2023

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New constraints on oscillation parameters from νe appearance and νμ disappearance in the NOvA experiment

Physical review. D, 2018-08, Vol.98 (3)

Acero, M A

2018

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Inability of CMIP5 Models to Simulate Recent Strengthening of the Walker Circulation: Implications for Projections

Journal of climate, 2015-01, Vol.28 (1), p.20-35

2015

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Discuss practical importance of results based on interval estimates and p-value functions, not only on point estimates and null p-values

Journal of information technology, 2022-09, Vol.37 (3), p.316-320

2022

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Developing a novel fuzzy testing model for capability index with asymmetric tolerances

Annals of operations research, 2024-09, Vol.340 (1), p.149-162

2024

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Inference in High-Dimensional Online Changepoint Detection

Journal of the American Statistical Association, 2024-04, Vol.119 (546), p.1461-1472

2024

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Exact uniformly most powerful postselection confidence distributions

Scandinavian journal of statistics, 2023-03, Vol.50 (1), p.358-382

2023

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Simultaneous confidence intervals for mean differences of multiple zero-inflated gamma distributions with applications to precipitation

Communications in statistics. Simulation and computation, 2023-10, Vol.52 (10), p.4705-4716

2023

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In Defense of the Indefensible: A Very Naïve Approach to High-Dimensional Inference

Statistical science, 2021-11, Vol.36 (4), p.562-577

2021

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Using deep learning and meteorological parameters to forecast the photovoltaic generators intra-hour output power interval for smart grid control

Energy (Oxford), 2022-01, Vol.239, p.122116, Article 122116

2022

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Multivariate Extreme Value Theory Based Rate Selection for Ultra-Reliable Communications

IEEE transactions on vehicular technology, 2024-10, Vol.73 (10), p.14949-14960

2024

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Fuzzy judgement model for assessment of improvement effectiveness to performance of processing characteristics

International journal of production research, 2023-03, Vol.61 (5), p.1591-1605

2023

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Confidence intervals for low dimensional parameters in high dimensional linear models

The New Statistics: Why and How

Statistical inferences of linear forms for noisy matrix completion

Statistical inference of the value function for reinforcement learning in infinite‐horizon settings

Methods to estimate the between-study variance and its uncertainty in meta-analysis

Twelve-Year Analysis of NO2 Concentration Measurements at Belisario Station (Quito, Ecuador) Using Statistical Inference Techniques

Residual and confidence interval for uncertain regression model with imprecise observations

Confidence Interval Based Distributionally Robust Real-Time Economic Dispatch Approach Considering Wind Power Accommodation Risk

Back to the basics: Rethinking partial correlation network methodology

Methods to calculate uncertainty in the estimated overall effect size from a random‐effects meta‐analysis

Coverage Properties of Confidence Intervals for Generalized Additive Model Components

Statistical Inference for High-Dimensional Generalized Linear Models With Binary Outcomes

Tackling Small Eigen-Gaps: Fine-Grained Eigenvector Estimation and Inference Under Heteroscedastic Noise

Confidence Interval Estimation for the Mean of Zero-Inflated Birnbaum–Saunders Distribution

New constraints on oscillation parameters from νe appearance and νμ disappearance in the NOvA experiment

Inability of CMIP5 Models to Simulate Recent Strengthening of the Walker Circulation: Implications for Projections

Discuss practical importance of results based on interval estimates and p-value functions, not only on point estimates and null p-values

Developing a novel fuzzy testing model for capability index with asymmetric tolerances

Inference in High-Dimensional Online Changepoint Detection

Exact uniformly most powerful postselection confidence distributions

Simultaneous confidence intervals for mean differences of multiple zero-inflated gamma distributions with applications to precipitation

In Defense of the Indefensible: A Very Naïve Approach to High-Dimensional Inference

Using deep learning and meteorological parameters to forecast the photovoltaic generators intra-hour output power interval for smart grid control

Multivariate Extreme Value Theory Based Rate Selection for Ultra-Reliable Communications

Fuzzy judgement model for assessment of improvement effectiveness to performance of processing characteristics

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