PLT Tools is a suite of tools that facilitates the conduct of NONMEM* analyses and does the following:
Run NONMEM from a graphical interface
- Run NONMEM's estimation and/or simulation steps in the usual manner.
- Run a Covariate Search, Visual Predictive Check, Bootstrap analysis, Likelihood Profile, or Jackknife analysis.
- Informative warning/error messages supplement (obscure) messages from NONMEM.
Create high-quality graphics
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- Using a graphical interface, select options for the creation of graphics.
- Graphics are created in PDF and JPEG formats by R; no knowledge of R required.
File NONMEM outputs automatically
- Folders are created automatically in a standardized file structure.
- All files created by NONMEM (outputs, tables) are archived.
- Tables created by NONMEM are copied, then reformatted so that they open automatically in Excel (csv format).
- A 1-2 page ("Brief Summary") is created: it shows the objective function, the # of significant digits, final estimates (and standard errors, if available) for THETAS, OMEGAS, and SIGMAS and diagnostics of NONMEM boundary conditions.
- All files are time-stamped, facilitating Part 11 compliance.
Perform statistics
- A GLM analysis, similar to a GAM, is performed.
- Population and post hoc halflives are calculated for compartmental models.
- Post hoc parameters are summarized (mean / SD / median / minimum / maximum) in a table.
Edit Control Streams without leaving PLT Tools
- The user can edit a Control Stream using PLT Tools's built-in editor.
- Or, access your preferred editor from PLT Tools.
Model diagnostics using xpose
- Access xpose graphics and tables from pull-down menus.
Summarize runs and prepare a report (RTF format)
- Compare pairs of runs: change in the objective function, P value for the likelihood ratio test.
- Compare pairs of Control Streams line-by-line.
- Assemble tables summarizing data, covariates, NONMEM runs, population and post hoci parameters, etc.
- Assemble a table summarizing differences between runs, objective functions and the change between models, P value for the likelihood ratio test, the number of THETAS, OMEGAS, and SIGMAs in each model, and comments entered by the user.
- Create a Word document that includes these tables, selected NONMEM outputs and graphics (download example).
Create an archive of a project
- With one click, bundle together files (NONMEM outputs and tables, graphics, etc.) for one or more runs into a time-stamped archive.
- Ideal for transfer or archiving of an ongoing or completed project.
Select runs to be used by the "Prepare a Report" and Archive Manager tools
- During an analysis, timestamps for all runs are tabulated.
- Select runs to be used by the "Prepare a Report" and Archive Manager Tools.
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Project Controller |

Workspace Options |
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Parameter Update |

Graphics Editor |

NONMEM Output |

Brief Summary |

By-Subject Graphics |

Spaghetti Graphics |

Covariate Graphics |

Goodness of Fit |

xpose |

Run Listing Editor |

Prepare a Report |

Archive Manager |
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* NONMEM is a registered trademark of the Regents of the University of California. Licenses for NONMEM can be obtained from Icon Development Solutions. xpose copyright is held by Hooker, Karlsson, Jonsson | | |
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