SOSstat Features

SOSstat

In this page you will find a list of the main features of SOSstat

What’s new in SOSstat 3

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SOSstat2 users won’t be disoriented by the GUI of version 3 since they will find the usual cutting with the area of ​​data, the area of results, as well as projects in the reporting areas.

Note, however, important new features :

  • SOSstat3 can open multiple data grids at the same time

  • Data grids are similar to spreadsheets with mouse selection and cells formatting.

  • Les nombre de lignes et de colonnes n’est pas limité (il dépend toutefois de la mémoire disponible sur l’ordinateur)
  • A new feature called “report” appeared. It is a streamlined word processor integrated SOSstat, which allows the user to build a custom report throughout analyzes .

  • The result area is being also transformed since it is possible to display multiple graphs that are resizable and repositionable

  • Graphics can be operated in vector formats are the advantage is to provide scientific quality prints. It also have the advantage of being modified with a vector drawing software (Powerpoint, LibreOffice-Draw, Inkscape, Visio ...)

  • The assistants of analysis are more comprehensive

SOSstat - Statistics

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SOSstat 3 ® contains a large number of statistical procedures for testing and exploratory statistics.

Descriptive statistics

  • Histogram

  • Boxplot
  • Correlation matrix

  • Population parameters

  • Statistical summary function

  • Density estimation

  • Read more ...

Normality tests

  • Kolmogorov test

  • Anderson Darling test

  • Shapiro-Wilk test

  • Probability plot
  • Read more ...

Regression

  • Simple regression with different models:
    • Linear with variable transformation

    • Quadratic

    • Confidence interval and prediction interval

  • Multiple regression
    • Calculation of residuals, Studentized and standardized residuals

    • Cook’s distances and leverage calculation

    • Standardization of predictors for analyzing designs experiments

    • prediction wizard

Parametric tests

  • Compare the average or the variance to a theoretical value

  • Comparison of two samples: Student test, Welch test, Fisher test, average test for paired samples

  • n samples tests: Bartlett’s test, analysis of variance (ANOVA)

  • Read more ...

Nonparametric Tests

  • Centering two samples: Wilcoxon Mann Whitney Test

  • Centering test for two paired samples: Sign test

  • Dispersion test for two samples: Ansari-Bradley test

  • Centering test for n samples : Kruskal-Wallis Test

  • Dispersion test for n samples : Levene test

  • Comparison of two distributions : Kolmogorov 2 samples test

  • Read more ...

Proportion tests

  • Comparison of proportion to a theoretical value (asymptotic test)

  • Comparison of two proportions (Fisher’s exact test), and asymptotic test (Normal distribution)

  • Comparison of n proportions

Equivalence tests

Note

These tests are used for bio-equivalence

Detecting outliers

  • Grubbs test - outlier detection in one sample

  • Cochran test - outlier detection in several samples

Statistical intervals

  • Tolerance interval

  • Prediction interval of a mean

  • Prediction interval of individual values

SOSstat3 - Quality

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SOSstat3 provides a toolbox to improve product quality and control processes.

Statistical process control SPC

  • Control charts for measurements (Xbar/R, Xbar/S, Moving Average, Individual Values​​, Small batch) with logbook

  • EWMA Control chart

  • Control charts for attributes: p, np, c and u

  • Process capability ans performance study (AFNOR, QS9000, 6 Sigma)

  • Capability study for non-normal process: normal folded distribtion , position errors distribution, log-normal, stratified populations

  • Inertial capability study

  • Assessment of capabilities for a range of characteritics

  • Wizard for calculating limites of control charts for measurement

  • Wizard for calculating sample sizes

  • Plot operating characteristic curves of an average control chart

  • Wizard for calculation of capability threshold

  • Validation of tools and machines

  • Read more ...

Reliability

  • Modeling laws failure distribution with Weibull or exponential distribution

  • Management truncated, censored and suspended trials

  • Success test to validate a reliability level

Metrology

  • Measurement capability analysis (Charbonneau, GRR method X-bar /R and R)

  • Measurement capability study with Crossed ANOVA et nested ANOVA

  • Type 1 Measurement capability (Cg - Cgk)

  • Tests of bias and linearity for measurement systems

  • Attributive capability studies : probabilistic method, signal method or analytical method

  • Linearity study of measurement

Designs of experiment (DOE)

Design of experiments and analysis of results

  • Orthogonal designs : Full factorial design, fractional factorial design

  • Surface Design : Centered Composite, Box Behnken

  • Plackett and Burman designs

  • D-optimal design

Various

  • Wizard for sampling plans power

  • Standard Used : AIAG MSA, AIAG SPC, ISO 11462-1, NFX06031-1:4, NFX06034, ISO_2021247, ISO 21747, ISO_7870, ISOTR22514-4, ISOTR7871

SOSstat 3 - Graphics

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SOSstat ® Offers a wide range of graphical representations.

  • Boxplot
  • Histogram for stratified populations

  • Run chart

  • Summary Graphs - Pareto, Bar-Graph

  • 2D graphs - Time Series - Scatter (linear scale / log scale)

  • 3D Graphs - Scatter, Contours, Surface

  • Graphs for contingency tables - Radar Graphs

SOSstat 3 - Various Operations

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Import/export

  • Import text files, CSV

  • Import excel files

  • Import data from a database - SQL Queries

  • Instrument Connectivity USB port or RS232 port, Automation of analysis

  • Recording data in XML format their timelessness

  • Protection des fichiers par cryptage pour les échanges par mail

Filtering / Sorting

  • Filtering data according to a criterion

  • Retrieving Data from the grids