CRAN
AdaptFitOS 0.67
Adaptive Semiparametric Additive Regression with Simultaneous Confidence Bands and Specification Tests
Released May 23, 2018 by Manuel Wiesenfarth
Dependencies
MASS 7.3-50 nlme 3.1-137 SemiPar 1.0-4.2 mgcv 1.8-23
Fits semiparametric additive regression models with spatially adaptive penalized splines and computes simultaneous confidence bands and associated specification (lack-of-fit) tests. Simultaneous confidence bands cover the entire curve with a prescribed level of confidence and allow us to assess the estimation uncertainty for the whole curve. In contrast to pointwise confidence bands, they permit statements about the statistical significance of certain features (e.g. bumps) in the underlying curve.The method allows for handling of spatially heterogeneous functions and their derivatives as well as heteroscedasticity in the data. See Wiesenfarth et al (2012)
Installation
Maven
This package can be included as a dependency from a Java or Scala project by including
the following your project's pom.xml file.
Read more
about embedding Renjin in JVM-based projects.
<dependencies>
<dependency>
<groupId>org.renjin.cran</groupId>
<artifactId>AdaptFitOS</artifactId>
<version>0.67-b2</version>
</dependency>
</dependencies>
<repositories>
<repository>
<id>bedatadriven</id>
<name>bedatadriven public repo</name>
<url>https://nexus.bedatadriven.com/content/groups/public/</url>
</repository>
</repositories>
Renjin CLI
If you're using Renjin from the command line, you load this library by invoking:
library('org.renjin.cran:AdaptFitOS')
Test Results
This package was last tested against Renjin 0.9.2644 on Jun 2, 2018.