**Break Down Plots** (**breakDown**)

Break Down Plots are inspired by waterfall plots created by ‘xgboostExplainer’ package (see <https://…/xgboostExplainer> ). The idea behind Break Down Plots it to decompose model prediction for a single observation. Break Down Plots show the contribution of every variable present in the model. Such plots will work for binary classifiers and general regression models.

**Portable File Locking** (**filelock**)

Place an exclusive or shared lock on a file. It uses ‘LockFile’ on Windows and ‘fcntl’ locks on Unix-like systems.

**Nonparametric Estimation for Interval-Grouped Data** (**binnednp**)

Kernel density and distribution estimation for interval-grouped data (Reyes, Francisco-Fernandez and Cao 2016, 2017) <doi:10.1080/10485252.2016.1163348>, <doi:10.1007/s11749-017-0523-9>, (Gonzalez-Andujar, Francisco-Fernandez, Cao, Reyes, Urbano, Forcella and Bastida 2016) <doi:10.1111/wre.12216> and nonparametric estimation of seedling emergence indices (Cao, Francisco-Fernandez, Anand, Bastida and Gonzalez-Andujar 2011) <doi:10.1017/S002185961100030X>.

**Generalized Normal/Exponential Power Distribution** (**gnorm**)

Functions for obtaining generalized normal/exponential power distribution probabilities, quantiles, densities and random deviates. The generalized normal/exponential power distribution was introduced by Subbotin (1923) and rediscovered by Nadarajah (2005). The parametrization given by Nadarajah (2005) <doi:10.1080/02664760500079464> is used.

**Analysis of Simulation Studies Including Monte Carlo Error** (**rsimsum**)

Summarise results from simulation studies and compute Monte Carlo standard errors of commonly used summary statistics. This package is modelled on the ‘simsum’ user-written command in ‘Stata’ (See White I.R., 2010 <http://…/article.html?article=st0200> ).

### Like this:

Like Loading...

*Related*