Statistics & Probability

Powerful Journals for High Impact Research

Journal of the American Statistical Association

Impact Factor: 5.094
Journal of the American Statistical Association is a journal of statistical science that publishes research in statistical applications, theory and methods. 
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Journal of Computational and Graphical Statistics
JCGS publishes research into latest techniques on computational and graphical methods in statistics, including data analysis and numerical graphical displays.
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Journal of Business & Economic Statistics
JBES publishes leading research in business and economic statistics, including topics in finance, macroeconomics and microeconomics. 
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Journal of Applied Statistics
Papers on the application of statistical methodology and principles to real-world problems in disciplines like ecology, economics, medicine & social sciences.
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Top Journals for High Impact Research

We describe semiparametric estimation and inference for causal effects using observational data from a single social network. Our asymptotic results are the first to allow for dependence of each observation on a growing number of other units as sample size increases.
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The data revolution has led to an increased interest in the practice of data analysis. While much has been written about statistical thinking, a complementary form of thinking that appears in the practice of data analysis is design thinking—the problem-solving process to understand the people for whom a solution is being designed.
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The bootstrap is a widely used procedure for statistical inference because of its simplicity and attractive statistical properties. However, the vanilla version of bootstrap is no longer feasible computationally for many modern massive datasets due to the need to repeatedly resample the entire data.
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In many biomedical applications, we are more interested in the predicted probability that a numerical outcome is above a threshold than in the predicted value of the outcome. For example, it might be known that antibody levels above a certain threshold provide immunity against a disease, or a threshold for a disease severity score might reflect conversion from the presymptomatic to the symptomatic disease stage.
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