- R Validation Hub, D. Kelkhoff, M. Gotti, E. Miller, K. Kevin, Y. Zhang, E. Milliman, J. Manitz (2024). riskmetric: Risk Metrics to Evaluating R Packages R package version 0.2.4. For details, see package webpage
Facilities for assessing R packages against a number of metrics to help quantify their robustness.
- J. Manitz, S. Friedrichs, B. Hofner, P. Burger, contributions by S. Freytag, N.-T. Ha, M. Schlather, and H. Bickeböller (2017). kangar00: Kernel Approaches for Nonlinear Genetic Association Regression. R package version 1.4.2. For details, see package webpage
Methods to extract information on pathways, genes and SNPs from online databases. It provides functions for data preparation and evaluation of genetic influence on a binary outcome using the logistic kernel machine test (LKMT). Three different kernel functions are offered to analyze genotype information in this variance component test: A linear kernel, a size-adjusted kernel and a network based kernel.
- J. Manitz with contributions by J. Harbering (2016). NetOrigin: An R package for network-based Origin Detection. R package version 1.1-6. For details, see package webpage
Performs network-based source estimation. Different approaches are available: effective distance median, recursive backtracking, and centrality-based source estimation. Additionally, we provide public transportation network data as well as methods for data preparation, source estimation performance analysis and visualization.
- J. Manitz, contributions by M. Hempelmann, G. Kauermann, H. Küchenhoff, C. Oberhauser, N. Westerheide, M. Wiesenfarth (2010). samplingbook: Survey Sampling Procedures. R package version 1.2.4. For details, see package webpage
Sampling procedures from the book ‘Stichproben - Methoden und praktische Umsetzung mit R’ by Goeran Kauermann and Helmut Kuechenhoff (2010).
- M. Höhle, S. Meyer, M. Paul, M. Salmon, contributions by T. Correa, L. Held, M. Hofmann, D. Sabanés Bové, S. Steiner, M. Virtanen, J. Manitz (2014). surveillance: An R-package implementing statistical surveillance algorithms and spatio-temporal modelling. R package version 1.2-1.
The R package 'surveillance' implements statistical methods for the modeling and monitoring of time series of counts, proportions and categorical data, as well as for the modeling of continuous-time point processes of epidemic phenomena.
- M. Schlather, A. Malinowski, M. Oesting, D. Boecker, K. Strokorb, S. Engelke, J. Martini, P. Menck, S. Gross, K. Burmeister, J. Manitz, R. Singleton, B. Pfaff and R Core Team (2013). RandomFields: Simulation and Analysis of Random Fields. R package version 3.0.5.
Methods for the inference on and the simulation of Gaussian fields are provided, as well as methods for the simulation of extreme value random fields.
