ChangepointTesting

  • A multiple testing procedure for clustered signals. By aggregating information, this method is more sensitive to detecting signals of low magnitude than standard methods. [link]

    • highTtest

    • Simultaneous critical values for t-tests in very high dimensions. This can be applied in two group analysis of genomic data. [link]

      • AsynchLong

      • Estimation of regression models for sparse longitudinal observations, where time-dependent response and covariates are mismatched and observed intermittently within subjects. [link]

        • SurvLong

        • Kernel weighting method for estimation of proportional hazards models with intermittently observed longitudinal covariates. [link]

          • ACE.CoCo

          • A multiple testing procedure for data exhibiting strong dependence, where factor adjusted one sample test and two sample tests are developed. [link]

            • STAREG

            • A robust and powerful approach for replicability analysis of two studies for high-throughput experimental data. [link]