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                  <text>VOLUME 106 Tahun 2023</text>
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                <text>netmeta: An R Package for Network Meta-Analysis Using Frequentist Methods</text>
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                <text>network meta-analysis, R, inconsistency, component network meta-analysis.&#13;
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                <text>Network meta-analysis compares different interventions for the same condition, by&#13;
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methodologists. This article describes the R package netmeta, which adopts frequentist&#13;
methods to fit network meta-analysis models. We provide a roadmap to perform network&#13;
meta-analysis, along with an overview of the main functions of the package. We present&#13;
three worked examples considering different types of outcomes and different data formats&#13;
to facilitate researchers aiming to conduct network meta-analysis with netmeta</text>
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                <text>Sara Balduzzi</text>
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                <text>https://www.jstatsoft.org/article/view/v106i02</text>
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                <text>Universität Freiburg</text>
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                <text>Elastic Net Regularization Paths for All Generalized Linear Models</text>
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                <text>: lasso, elastic net, ℓ1 penalty, regularization path, coordinate descent, generalized&#13;
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                <text>The lasso and elastic net are popular regularized regression models for supervised&#13;
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regression, logistic regression and multinomial logistic regression, while Simon, Friedman,&#13;
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linear model families, Cox models with (start, stop] data and strata, and a simplified&#13;
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the performance of these fitted models</text>
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                <text>J. Kenneth Tay</text>
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                <text>https://www.jstatsoft.org/article/view/v106i01</text>
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