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Statistical Software ProUCL 5.1.00 for Environmental Applications for Data Sets with and without Nondetect Observations
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ProUCL version 5.1.002 (5.1) is the latest update of the ProUCL statistical software package for analysis of environmental data sets with and without nondetect (ND) observations. ProUCL version 5.1 is a comprehensive statistical software package with statistical methods and graphical tools to address many environmental sampling and statistical issues. Version 5.1 is a general update to version 5.0 to correct all known bugs, crashes, and unhandled exceptions (e.g., on bad data sets). In ProUCL 5.1, some enhancements have been made in the Trend Analysis option of the Statistical Test module. ProUCL 5.1 computes and outputs residuals for the non-parametric T-S trend line which may be helpful to compute a prediction band around the T-S trend line. In addition to generating Q-Q plots based upon detected observations, the Goodness of Fit Tests (GoF) option of the Statistical Tests module of ProUCL 5.1 generates censored probability plots for data sets with NDs. Some changes have been made in the decision table used to make suggestions for UCL selection based upon a gamma distribution.
Updated Operating Systems: ProUCL 5.1 is compatible with Microsoft Office 8.0 and represents an upgrade of all previous versions of ProUCL. ProUCL 5.1 has been developed in Microsoft .NET Framework 4.0 using the C# programming language. To provide Excel-compatible Spreadsheet functionality, ProUCL uses FarPoint Spread 5 for .NET; and for graphics, ProUCL uses the development software package, ChartFx 7. ProUCL 5.1 is an update to version 5.0 to address some specific ease of use comments received. The look and feel of ProUCL 5.0 was quite different from its previous versions; all main menu options had been re-arranged. Most of the statistical tests and methods (e.g., Outlier tests, Goodness-of-fit tests, Single and Two-Sample hypothesis tests, Oneway ANOVA, OLS regression, and Trend Analysis) are now available under the Statistical Tests module. New licensing agreements were obtained for the development softwares: FarPoint and ChartFx.
UCLs/EPCs and Upper Limits/BTVs modules enhancements: An upper simultaneous limit (USL), is incorporated in ProUCL 5.1. Dxo optics pro. For data sets with NDs, ProUCL 5.1 computes upper confidence limits (UCLs), upper prediction and tolerance limits (UPLs, UTLs), and USLs which adjust for data skewness. For data sets with NDs, ProUCL 5.1 computes upper limits using KM estimates in gamma (normal, lognormal or nonparametric) UCL, UPL, and UTL equations provided the detected observations follow a gamma (normal, lognormal or nonparametric) distribution. The graphical methods include histograms, multiple quantile-quantile (Q-Q) plots, and side-by-side box plots. The Dixon and Rosner outlier tests and Goodness-of-Fit (GOF) tests for normal, lognormal, and gamma distributions can be used on data sets with and without NDs. Arcsoft™ – website builder 1 3 2 player games. Single-sample hypothesis tests include: t-test, Sign, Wilcoxon Signed Rank, and proportion tests; and two- sample tests include: t-test, Wilcoxon Rank Sum (WRS) test, Gehan, and Tarone-Ware (new in ProUCL 5.0/ 5.1) tests, and the new statistic, an upper simultaneous limit (USL) incorporated into ProUCL can compute parametric (e.g., normal, gamma, lognormal) and nonparametric (e.g., bootstrap, Chebyshev inequality, and Central Limit Theorem) statistics including UCLs of mean, upper percentiles, UPLs for future k (≥1) observations, UTLs, and USLs. The Trend Module performs Mann-Kendall and Theil-Sen tests on time-series data sets with missing values and generates trend line graphs displaying OLS and Theil-Sen trend lines. The Time Series Plot option is useful to compare multiple time-series data sets. The Sample Sizes module is used to develop data quality objectives (DQOs) based sampling designs and power evaluations needed to address statistical issues associated with the various site projects. ProUCL 5.1 can process multiple variables simultaneously by a group variable to perform the various tests (e.g., ANOVA, GOF, and trend tests) and compute decision statistics including UCLs, UPLs, UTLs, and USLs.
User and Technical Guide Updates: Both guides have been updated to include all recent changes to the program and to be more user friendly and informative.
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