Exact Meta-Analysis Approach for Discrete Data and its Application to 2 × 2 Tables With Rare Events

DOI10.1080/01621459.2014.946318zbMath1368.62113OpenAlexW2151798316WikidataQ35549068 ScholiaQ35549068MaRDI QIDQ4975616

Regina Y. Liu, Dungang Liu, Min-ge Xie

Publication date: 7 August 2017

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/01621459.2014.946318

zbMATH Keywords

exact inferenceconfidence distributioncombining informationzero events\(P\)-value function

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Applications of statistics to biology and medical sciences; meta analysis (62P10) Contingency tables (62H17)

Related Items (11)

Combining inferences on the common mean of several inverse Gaussian distributions based on confidence distribution ⋮ Nonparametric Fusion Learning for Multiparameters: Synthesize Inferences From Diverse Sources Using Data Depth and Confidence Distribution ⋮ Confidence distributions and related themes ⋮ Confidence distributions for change-points and regime shifts ⋮ On an inferential model construction using generalized associations ⋮ Prediction with confidence -- a general framework for predictive inference ⋮ iFusion: Individualized Fusion Learning ⋮ Cauchy Combination Test: A Powerful Test With Analytic p-Value Calculation Under Arbitrary Dependency Structures ⋮ A note on combined inference on the common coefficient of variation using confidence distributions ⋮ An efficient numerical algorithm for exact inference in meta analysis ⋮ A confidence distribution approach to inferring the among-group variance component in one-way random effects model with unequal error variances

Cites Work

• Exact Unconditional Sample Sizes for the 2 × 2 Binomial Trial
• An exact confidence set for two binomial proportions and exact unconditional confidence intervals for the difference and ratio of proportions
• Combining information from independent sources through confidence distributions
• An Introduction to Categorical Data Analysis
• On the relative efficiency of using summary statistics versus individual-level data in meta-analysis
• Odds ratio estimators when the data are sparse
• Statistical Methods for Rates and Proportions
• Meta-Analysis of Rare Binary Adverse Event Data
• Confidence Distributions and a Unifying Framework for Meta-Analysis
• Raised conditional level of significance for the 2 × 2‐table when testing the equality of two probabilities
• Unconditional small-sample confidence intervals for the odds ratio

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