NWA Quality Analyst
NWA Quality Analyst 软件是一套进行数据分析及控制图制作的获奖产品。 本套SPC产品任何软件都灵活易用、功能强大。

广大用户在接受短期统计技术培训之后，能够完成控制图的制作对工序的运作进行分析，进而判断工序改善工作的前后实施成效。本套SPC产品可与主要的生产信息系统集成。世界知名生产厂商采用NWA Quality Analyst 软件对工厂的大量数据进行分析，以帮助企业满足供应商质量认证，符合质量规范要求以及生产过程改进等需求。

系统操作简单

Quality Analyst 将功能齐全的控制图制作及分析功能与交互式操作相结合，使得用户能够很容易地将数据转化为很有价值的反馈信息。

Quality Analyst软件操作简单易于使用，特点如下：

快捷，控制图的制作简单快捷--从开始到结束鼠标点击仅三次就能完成控制图的制作过程
简单，对数据可直接设计控制图
可同时展现多种控制图并具打印功能
简易性，本套软件系统置有自动完整的操作向导
数据库连接，本软件支持多种外设数据库连接。
灵活的系统设定功能

用户可使用Quality Analyst完成对控制图的许多特定设置。通过参数设定用户可配置明晰、合理、内置相容的对话框。默认设定置有用户常用窗体及表格，用户可快速定制完成控制图。用户也可随意设计满足国内客户，符合质量规范要求的任何控制图。比如：

将品质、测试及叙述信息容于同一Data Set文件当中
系统置有20多种工序性能参数及8种分类方式
系统置有19种模式及运行标准，用户可从中选择或创建基于自身特点的运行模式
为质量控制图形配置字体，颜色，屏幕高宽比及标注

强大的分析功能

从Quality Analyst类似电子表格的用户界面可以看出，Quality Analyst 软件具有强大的分析操作功能：
单个界面就能完成控制图的配置、制作及分析功能

具备一整套先进的数据管理工具
任一Data Set文件完整的数据结构都支持齐全的控制图制作及分析
用户可自定义运算型变量(包括可视化等式创建容器),进行多键数据分类，完成多个标准的数据过滤
用户可用弹出式对话框对控制图中的任一点进行标注, 以便对用户的违规操作做出提示

控制图的自动制作与分析

Quality Analyst的“Run File”(脚本运行)技术能够完成控制图的自动制作与分析。Run Files实质上是自动调用Quality Analyst的多种功能。除了自动完成SPC的控制图以外,不用整个运行Quality Analyst，用户可自行选择数据变量，控制图类型，指定过滤器标准，录入新数据。而用户大多会沿用系统向导使用Quality Analyst自动创建Run files，技术精深的用户能够通过使用文本编辑器创建并修改Run File的脚本文件。

软件集成性

Quality Analyst能够同主要的生产信息系统集成，生成集成的质量信息系统的SPC质量分析组件与SPC控制图制作组件。系统对多种数据库的支持和对Run Files 的自动运行使得任何数据源中数据的自动转换、采集、分析及报告的制作得到了很好的实现。直接运行Quality Analyst桌面图标进行SPC分析或操作其他应用软件。系统支持多种数据库的自动连接，可根据提示设置作业流程对查询进行修改。

支持多种数据库连接

NWA Quality Analyst 可对任何数据源的数据进行分析并完成控制图的制作，这些数据源包括Exel之类的电子数据表以及Access、SQL Server、Oracle 及 DB2等多种数据库。系统支持与桌面常用数据库的直接连接，也可通过Microsoft公司的ODBC与其他数据库相连。这套软件支持与多种信息系统的无缝集成，包括SCM 、ERP、 MES、 LIMS、 HMI/SCADA系统或Historians数据库系统。 Quality Analyst 可将Data Set文件与外设数据库直接相连。用户可直接点击选择数据库、数据表格、数据域及过滤器 。Quality Analyst 能够为复杂的数据库设置察看查询及存储等功能 ，或者将用户本身的SQL总述嵌入Quality Analyst数据定义。

异常报告功能

针对每一个Data Set文件，用户都可以设计任何数量的异常报告；也可由用户自行设置宽泛量度的信息报告，来反映与SPC技术指标及样品模式标准相抵触的分析信息。系统通过单个按钮就能完成有异常信息的SPC控制图。
此外，Quality Analyst Run Files能够帮助用户把多个异常报告统一起来生成单个分析报告，以便统一审查整个生产过程及设备的质量数据报告。

WINKS SDA 6.0
WINKS能够方便的进行数据输入，数据分析并很快计算结果. 描述数据包括平均值，标准偏差，方差，中间数，最小数，最大数，平均数标准误差，百分率，Tukey 5 number summary（不懂），置信区间等。

Cytel
East
Relied upon by over 140 biopharmaceutical firms and clinical research centers and the FDA, East is the foremost application for the design, monitoring and simulation of adaptive, group sequential and fixed sample size trials.

FlexRandomizer
Cytel's unique solution for flexible clinical trial randomization integrates with existing eClinical components, including IVRS, drug supply simulators, inventory tracking systems, and patient information databases.


CrossOver
Cytel's newest statistical software offers a wide array of 2 x 2 experiments enabling more accurate data analysis. While applicable to many research areas, 2 x 2 crossover trials are especially valuable in clinical research studies, including descriptive and summary PK/PD parameter statistics and plots.

StatXact and StatXact PROCs for SAS
The most widely used statistical software for small-sample categorical and nonparametric data problem solving. Cytel's StatXact PROCs version integrates with the latest SAS software so SAS users can access all StatXact procedures and tests. For more about exact methods, see below.

LogXact and LogXact PROCs for SAS
A breakthrough for small-sample logistic regression analysis. For SAS users, LogXact PROCs makes it possible to launch and run all LogXact procedures within your SAS environment.

Egret
An intuitive toolset for the design and analysis of epidemiological studies.

ToxTools
Dose-response modeling, benchmark dose estimation and risk assessment software package.

EasyFit
是一款windows下的数据分配配对概率统计软件，用来提高数据自动分析的可靠性和选择最佳模型。

Canoco
Canoco for Windows is the next generation of CANOCO software, the most popular tool for constrained and unconstrained ordination in ecological applications. Canoco for Windows integrates ordination with regression and permutation methodology, so as to allow sound statistical modelling of ecological data. Canoco for Windows contains both linear and unimodal methods. Ordination with Canoco for Windows can provide insight into:

the structure of biological communities,
the relations between plant and animal communities and their environment,
the effects of a putative impact on the environment and/or its biological communities, and
the effects of treatments of complex ecological and ecotoxicological experiments on biological communities.
Ordination diagrams can be displayed on screen immediately after an ordination has been calculated. Canoco is unique in its capability to account for background variation specified by covariables and in its extensive facilities for permutation tests, including tests of interaction effects. These unique features make Canoco for Windows particularly effective in solving applied research problems.

Canoco has been designed for ecologists, but Canoco has also been used in toxicology, soil science, geology, public health research and market research, to name a few.

Latent GOLD? Choice 4.0 dicine7cel.0ion
Latent GOLD? Choice 把诺贝尔的技术应用到了下一阶段。它提供了两种方法去分析选择信息。

statistiXL 1.7
statistiXL是一套功能强大的数据分析程序包，作为Microsoft Excel的功能插件运行。statistiXL是完全由统计学家设计和开发的，完全能符合那些既想拥有稳健和通用的统计分析包，又想能快速方便的学习的使用者的需要。您完全不需要为了学习如何执行分析而去花费大量的时间阅读操作手册，并且仅仅是为了获得真正重要的那么一点点结果。  
通过它强大的功能，Excel提供了一个完美的数据输入，操作和计算的环境。基于这个熟悉的环境，statistiXL围绕着统计分析这一方面进行了大量的功能扩展，而且不需要像使用一个全新的应用程序那样从零开始学习。数据被保存在现有的Excel电子表单中，能够被立即应用到大量的统计分析(有许多在其它的分析软件中经常是不提供的)中，包括...  
方差分析(ANOVA)
聚类分析
列联表
简单，部分，多元和典型相关
线性和圆形描述性统计
分类和分组判别分析
因子分析
二项分布，圆形分布，正态分布和泊松分布的拟合优度检验
简单和多元线性回归
Friedman, Kruskal-Wallis 和Mann-Whitney非参数检验
主成分分析(PCA)
单变量和多变量t检验
因为statistiXL把分析结果直接输出到Excel电子表单中，您能够使用那些您早已熟悉的工具来调整和格式化文本和图形化样式的输出:改变字体，重新排列单元格，改变图形的坐标轴尺度等等。您甚至能够分类结果并做进一步的分析，这可以通过statistiXL或Excel内建的众多函数来完成。
  
自1.5版以来的更新包括：
新特征
Wilcoxon成对样本检验已经被重新修正过。statistiXL现在允许用户执行标准Wilcoxon分析(能有效忽略tied值),并且通过把tied值加入到条件中就可以进行更强大的双样本集的比较分析。这种新的分析是一种近似于参数成对t检验，这个功能在许多统计软件包中是找不到的。由于这个修正的重要性，我们强烈建议statistiXL的所有用户都能更新到新版本
在statistiXL的前面版本中，非参数Mann-Whitney U检验在面对大样本时会出现错误。这个限制已经被移除，主要是在面对这样的大样本时，引入了正态近似值给U统计量
statistiXL的先前版本当运行在包含许多公式，并且激活了Excel自动计算特征的工作簿中时将遭遇到性能瓶颈。现在statistiXL在这种情况下的运算速度已得到了很大的提高
直方图现在可以处理更大数量的分区(比如，更大数量的列)
最优拟合检验现在支持大样本
系统需求
statistiXL作为Microsoft Excel电子表单程序包的插件运行，所以首要的条件是您已经安装了可运行版本的Microsoft Excel.statistiXL兼容所有的Excel 97及以上的Windows平台版本(Excel 97,2000和2003).statistiXL当前不支持Mac平台下的Excel.  
安装statistiXL需要13MB硬盘空余空间。这包括应用程序文件，样本电子表单和帮助文件所占的空间。内存和处理器的需求和Excel的需求类似，只要能运行Excel，您就可以运行statistiXL!

JMP软件
JMP是什么？
JMP软件的主要设计者为John Sall, SAS的创建者之一和高级副总裁。 JMP的全名为：John’s Macintosh Product，发音同 JUMP。2003年十月发布JMPR5.1，6.0版已在国内发布。

JMP提供的独特功能

轻松找出异常值，揭示模式
运用JMP，仅需点击一下图表上的某个点，相应的观测值即被加亮显示出来。JMP允许你不断地从任何角度研究数据，这不但可以帮助你检测模式，而且还能检测异常点。

完成产品/工艺改进和加速组织机构内的变更
实验是完成产品和工艺改进过程中最重要的因素，而拥有有效的实验设计是实验成功的关键。除了提供所有的经典设计，JMP还提供自定义设计器（Custom Designer），这是一种为你的研究提供大部分信息的综合工具。JMP的Custom Designer (DOE)使你能够用最少的样本设计数生成最佳设计，使非常规设计成为蓝本，并交互修改你的设计。自定义设计器（Custom Designer）给你提供了可靠的证据，证明变更对于改进是必要的。

检测、分析和解决问题
JMP提供了一整套质量控制工具，包括多种用于大多数统计过程控制的控制图表、性能分析和测量系统的重复性和重现性分析（Gage R&R）。JMP用警告脚本语言接收警告信息，在过程中进行快速调整，降低成本，减少不稳定性和提高客户满意度。

轻松存取数据
JMP使你无忧存取数据。JMP灵活而且功能强大，使你能够轻松访问你的数据而不管数据存在什么地方。直接读取Microsoft® Excel和access® files, Oracle®或其他数据库。你还可以用JMP直接从质量保证设备转存数据以备即时存取。

减少用户使用错误并且每次都取得一致的结果
JMP脚本语言(JSL)使为那些生成数据和分析数据的用户记录、重复、设计、自动操作和用户化任务成为可能。JMP脚本语言保证结果一致并减少用户使用的错误。此外，高级用户可以创建比较复杂的模板供经验较少的用户轻松操作。

AcaSta
AcaStat 是一个简易操作的统计软件，它没有复杂庞大的功能，有的却是实用且简易的操作，是统计的初学者或是只想做基本统计的人的不错选择。AcaStat 是专门设计来帮助你做一些简单的统计分析，像是叙述性统计分析，或是简单的显着性测验等，搭配上他简单易用的介面，以及具亲合力的价格，让你在学校或是工作能有所助益。AcaStat 利用了 DataCalc 这套技术来作统计资料的汇出，他除了可以存为常见的试算表外，也可以相容於各大统计软件，让你的资料更具流通性，而不会因为档案格式的问题而伤脑筋。由於 AcaStat 是专门设计给学生用的，尤其是正在学习统计基础的学生，利用此软件可以得到实质上的练习，而且也相当实用，对於不需要有完整统计功能的人来说可说是相当好的选择.

Ox Professional
Ox Professionaltm provides the full functionality. It can be used with an editor such as OxEdit, but also provides full integration with OxMetrics. When running within OxMetrics, graphs and output appear there, and can be edited on screen. The included OxPack program allows many third-party packages to be run interactively, using data that is loaded into OxMetrics. is the command-line

FUSION Pro
中文介绍:具备数据采集(Data mining)和实验设计Design of Experiments ˇ的功能.特别适合研究与工程设计.

主要功能;
1.User Definable Global Preferences;提供一各易上手自动模式给初学者作实验设计和数据分析
2.Fusion Reporter :自动显现实验结果并且可完整列示于MS Word .也可显示成 RTF, TXT, HTML 格式.
3.Design Model Editor:可产生一各极小化的设计,仅需输入研究变因,主要结果,交互影响结果,三维效果及非线性效果等.
4.Data Mining 检验现有的资刑事寻找因果关系.并可修复消失的资料.十案可以尽量少您的实验时间
5..支援2D. 3D的图形并可存取BMP, JPG, WMF, or EMF 等档案
英文介绍:Fusion Pro is a full 32-bit package that combines advanced Data Mining with state-of-the-art Design of Experiments (DOE) capabilities. Designed for working scientists and engineers. Some of the strategic DOE technologies unique to S-Matrix抯 products include:
1. User Definable Global Preferences: provides an Automated mode (recommended for novice users) and a User-interactive mode (recommended for advanced users) for experiment design and data analysis.

2. Fusion Reporter ?automatically builds final results reports as presentation-ready, MS Word WYSIWYG reports. Reports can be output in RTF, TXT, and HTML formats.

3. Design Model Editor: creates an extremely efficient minimal-size design to study only those study factor effects you select. Select any or all main effects, curvilinear effects, interaction effects, cubic effects, or nonlinear effects (Sine, Inverse, Nonlinear Blending).

4. Data Mining: examines existing data sets for required cause-and-effect information. If key information is missing, you can generate extremely efficient 揜epair?experiments that provide the required information in the minimum additional lab work.

5. Rapid Product Development - Method of Steepest Ascent (MSA): a totally unique integration of DOE methodologies with traditional iterative experimentation developed by Dr. Douglas C. Montgomery and implemented under his guidance. MSA enables the experimenter to create a directed series of experiment runs that quickly move the system in the direction of predicted optimum performance based on either a small screening study or historical (previously generated) data.

6. Elegant, Portable, Customizable Trellis Graphics: 2D Contour, 3D Surface, and Trellis Graphics ?an automatically constructed series of 2D or 3D graphs for selected study factors and responses. Graphs are completely editable and output in BMP, JPG, WMF, or EMF formats.

XpertRule
XpertRule
Knowledge Builder XpertRule's graphical environment for the development and maintenance of knowledge-based applications or components by the domain experts:

Knowledge represented as Trees, Rules and Cases supported by an integrated inference engine.
A highly graphical & customizable multi-user development environment for medium to large-scale knowledge applications and components. Knowledge bases are highly scalable.
Customisable knowledge objects.
Flexible and scalable knowledge deployment options - PC standalone, Ajax thin client web based solutions, and COM+ using XML for data exchange.
Import knowledge modules developed in XpertRule KBS or from XML files.


XpertRule eService XpertRule eService for the capture, maintenance and deployment of customer service knowledge:

A central Knowledge Object Dictionary for diagnostic and trouble-shooting knowledge.
An advanced knowledge representation for trouble-shooting knowledge.
A highly graphical and intuitive development environment.
A unique method of deploying scripted knowledge consisting of a set of linked HTML pages.


XpertRule
eSales Configurator A graphical environment for building and maintaining knowledge-based configuration applications:

Adds Hierarchies to Knowledge Builder.
Hierarchies allow the designer to clearly define the relationship between objects, representing all the possible modules and components in a product family.
Adds Constraints to Knowledge Builder.
Constraints enable the designer to prevent undesirable customer choice combinations.


XpertRule Miner XpertRule's graphical data mining environment for discovering tree patterns from historic business data:

Graphical support for the full data mining process from data exploration and preparation to pattern discovery and deployment.
Scalable high performance data mining.
Data mining solutions can be embedded as ActiveX components within other applications.
Mined trees can be exported to Knowledge Builder.

PerTOOLS Financial Analysis for Excel
PerTOOLS Financial Analysis for Excel 是一个非常有用的excel工具，它可以让任何人轻松地对时间数列数据进行自动的，灵活的，快速的全面分析。

PerTOOLS Financial Analysis for Excel
PerTOOLS Financial Analysis for Excel is an extremely valuable tool for Excel that allows anyone to easily analyse time-series data automatically, with flexibility, speed and full user control.
Maximum Drawdown
=PT_MaxDD(Returns, Dates, FunctionOutput)
Maximum drawdown measures the geometrically compounded return over the section within the data that has the largest negative cumulative return There are 3 arguments to this function
The first argument is the time-series of investment returns
The second argument is the corresponding series of dates
The third argument can be one of 8 values depending upon the output that is desired from the function. These 8 values are explained by the table below 3rd Argument Function Output
DD_Perc Drawdown Amount
DD_SDate Peak Date
DD_EDate Valley Date
DD_NM Number of Periods spent in Drawdown
R_Perc Recovery Amount
R_SDate Date of Start of Recovery
R_EDate Date of End of Recovery
R_NM Number of Periods spent in Recovery

The third argument is not case-sensitive and so can be typed in upper-case, lower-case or a combination of both To illustrate:
=PT_MaxDD($C$12:$C$42,$D$12:$D$42,”dd_perc”) will calculate the maximum drawdown amount over the entire-period of the input data

See the example file for more information

Maximum Drawdown
=PT_MaxDD(Returns, Dates, FunctionOutput)

Maximum drawdown measures the geometrically compounded return over the section within the data that has the largest negative cumulative return

There are 3 arguments to this function

The first argument is the time-series of investment returns

The second argument is the corresponding series of dates

The third argument can be one of 8 values depending upon the output that is desired from the function. These 8 values are explained by the table below

3rd Argument
Function Output

DD_Perc
Drawdown Amount

DD_SDate
Peak Date

DD_EDate
Valley Date

DD_NM
Number of Periods spent in Drawdown

R_Perc
Recovery Amount

R_SDate
Date of Start of Recovery

R_EDate
Date of End of Recovery

R_NM
Number of Periods spent in Recovery


The third argument is not case-sensitive and so can be typed in upper-case, lower-case or a combination of both

To illustrate:
=PT_MaxDD($C$12:$C$42,$D$12:$D$42,”dd_perc”) will calculate the maximum drawdown amount over the entire-period of the input data .

Drawdown Analysis
=PT_DD_T(Returns, Dates)

Maximum Run-Up
=PT_MaxRU(Returns, Dates, FunctionOutput)

Maximum Run-Up measures the geometrically compounded return over the section within the data that has the largest positive cumulative return.
There are 3 arguments to this function
The first argument is the time-series of investment returns
The second argument is the corresponding series of dates
The third argument can be one of 4 values depending upon the output that is desired from the function. These 4 values are explained by the table below
3rd Argument Function Output
RU_Perc Run-Up Amount
RU_SDate Valley Date
RU_EDate Peak Date
RU_NM Number of Periods spent in Run-Up
The third argument is not case-sensitive and so can be typed in upper-case, lower-case or a combination of both

To illustrate:
=PT_MaxRU($C$12:$C$42,$D$12:$D$42,”RU_Perc”) will calculate the maximum run-up amount over the entire-period of the input data

Run-Up Analysis
=PT_RU_T(Returns, Dates)

You can choose from a range of over 50 functions (which includes an infinite number of implementations) each of which runs very quickly and can be called from a cell formula in exactly the same way you might use an Excel formula like
=SUM() or =AVERAGE()

All functions refresh automatically when data is added, deleted or changed and you can easily use thousands of these functions in a single spreadsheet without experiencing speed issues. All appropriate functions are supplied in both geometric and arithmetic versions so you can choose how to compound returns. A comprehensive manual is also provided which contains full explanations of all functions together with all necessary mathematical formulae and examples. An example spreadsheet is also provided which shows examples of all functions being used in practice. Full VBA integration is included.
The functions have been written so that the user only needs to remember a minimum about how to use them. For example, the function =PT_CumRet_A() that computes an Arithmetically-Compounded Return can produce many different kinds of output depending upon the function inputs. It can produce:

An output expressed at any frequency. For example, if the input returns are daily, the
computed arithmetically-compounded return can be daily, weekly, monthly, annual or any
other user-chosen frequency. This functionality is called UpScaling

An output for the whole period. In this case, this would be an
arithmetically-compounded return expressed over the whole period of the input data

The advantage is that the user doesn’t need to remember many different function names; he just needs to remember one. In this way, fewer functions can have many implementations. All of the functions, manual and example spreadsheet are included for one price.

The new UpScaling functionality allows the user to compute any of the PerTOOLS statistics over any period. For example, suppose the user wanted to compute a Sharpe Ratio. No matter what the frequency of the input data is (daily weekly, monthly etc.), the user can compute a daily, weekly, monthly or annual Sharpe Ratio

Available functions include:

Arithmetically Compounded Return
Geometrically Compounded Return
Arithmetic Sharpe Ratio
Geometric Sharpe Ratio
Arithmetic Relative Sharpe Ratio
Geometric Relative Sharpe Ratio
Standard Deviation
Gain Deviation
Loss Deviation
Downside Deviation
Semi Deviation
Maximum Drawdown
Drawdown Analysis
Maximum Run-Up
Run-Up Analysis
Alpha
Beta
Correlation
R-Squared
Skew
Kurtosis
Arithmetic Average Gain
Geometric Average Gain
Arithmetic Average Loss
Geometric Average Loss
Information Ratio
Tracking Error
Sortino Ratio
Arithmetic Treynor Ratio
Geometric Treynor Ratio
Jensen’s Alpha
Up-Percentage Ratio
Down-Percentage Ratio
Percent-Gain Ratio
Percent-Loss Ratio
Up Capture
Down Capture
Up-Number Ratio
Down-Number Ratio
Gain-to-Loss Ratio
Profit-to-Loss Ratio
All functions

There are literally hundreds of uses for this product which include:
Create custom statistics in Excel that update each month when new data is added
Monitor peer-group performance
Create custom functions of your own, easily
Create custom reports branded with the company logo
Create statistics for presentations. These statistics will update automatically each month when new data is added Integrate different data sources such as Reuters and Bloomberg and create your own custom analytics based on this data Analyse data from a database such as Pertrac and have the flexibility to compute statistics based on this data, easily and quickly by using Excel and the PerTOOLS functions Speed up VBA development times by using these functions within VBA
Use in conjunction with PerTOOLS Automatic Data Extractor for Excel to add a whole new dimension to your analysis of Pertrac data

PerTOOLS Custom 1-Page Report
Now you can easily create a custom 1-page report for any data series. You paste your time-series data into the report and the report automatically computes all the statistics to produce a professional, company-branded report that can easily be turned into a PDF document or printed out

Benefits of the 1-page report include:
All statistics recalculated instantly
Charts instantly update
Works for daily, weekly and monthly input data
Easy to update as new data becomes available
Can be branded with company logo
Can easily be made to match with company colours
Report is easy to customize
Change the layout and change the statistics if you want
Space for company disclaimer
Report is sized to automatically fit on a sheet of paper

FUSION Pro
中文介绍:具备数据采集(Data mining)和实验设计Design of Experiments ˇ的功能.特别适合研究与工程设计.

主要功能;
1.User Definable Global Preferences;提供一各易上手自动模式给初学者作实验设计和数据分析
2.Fusion Reporter :自动显现实验结果并且可完整列示于MS Word .也可显示成 RTF, TXT, HTML 格式.
3.Design Model Editor:可产生一各极小化的设计,仅需输入研究变因,主要结果,交互影响结果,三维效果及非线性效果等.
4.Data Mining 检验现有的资刑事寻找因果关系.并可修复消失的资料.十案可以尽量少您的实验时间
5..支援2D. 3D的图形并可存取BMP, JPG, WMF, or EMF 等档案
英文介绍:Fusion Pro is a full 32-bit package that combines advanced Data Mining with state-of-the-art Design of Experiments (DOE) capabilities. Designed for working scientists and engineers. Some of the strategic DOE technologies unique to S-Matrix抯 products include:
1. User Definable Global Preferences: provides an Automated mode (recommended for novice users) and a User-interactive mode (recommended for advanced users) for experiment design and data analysis.

2. Fusion Reporter ?automatically builds final results reports as presentation-ready, MS Word WYSIWYG reports. Reports can be output in RTF, TXT, and HTML formats.

3. Design Model Editor: creates an extremely efficient minimal-size design to study only those study factor effects you select. Select any or all main effects, curvilinear effects, interaction effects, cubic effects, or nonlinear effects (Sine, Inverse, Nonlinear Blending).

4. Data Mining: examines existing data sets for required cause-and-effect information. If key information is missing, you can generate extremely efficient 揜epair?experiments that provide the required information in the minimum additional lab work.

5. Rapid Product Development - Method of Steepest Ascent (MSA): a totally unique integration of DOE methodologies with traditional iterative experimentation developed by Dr. Douglas C. Montgomery and implemented under his guidance. MSA enables the experimenter to create a directed series of experiment runs that quickly move the system in the direction of predicted optimum performance based on either a small screening study or historical (previously generated) data.

6. Elegant, Portable, Customizable Trellis Graphics: 2D Contour, 3D Surface, and Trellis Graphics ?an automatically constructed series of 2D or 3D graphs for selected study factors and responses. Graphs are completely editable and output in BMP, JPG, WMF, or EMF formats.

DataDesk
Emphasizing data visualization, data exploration, and interactive statistical modeling, Data Description's innovative data analysis software and services deliver insight in a world overloaded with information. Our multimedia training and education courseware penetrates complexity to reveal the basic concepts behind the most difficult subjects. As an award-winning pioneer in both areas of our expertise, we extend the reach of our technologies through active partnerships with major corporations, universities, and government agencies.

GAMS 2.50
The General Algebraic Modeling System (GAMS) is a high-level modeling system for mathematical programming and optimization. It consists of a language compiler and a stable of integrated high-performance solvers. GAMS is tailored for complex, large scale modeling applications, and allows you to build large maintainable models that can be adapted quickly to new situations.

GAMS是最佳化的计算机数值分析商业软件相当普遍，如 LINDO、DOT 等，以矩阵运算见长的 MATLAB 计算机软件亦有发展"optimization tool box"，可以解各种非线性最佳化问题的数值解。这里要介绍的最佳化的计算机数值分析商业软件 GAMS，则是以简单清楚的使用者接口和强健稳定的数值分析能力见长。

通用代数建模系统(GAMS)是特别为建模线性,非线性和混合整数最优化问题而设计的.本系统对于大型的,复杂的问题特别有帮助.GAMS可以运行在个人计算机、工作站、大型机和超级计算机上.

GAMS允许使用者通过制定简单的设置来把精力放在建模问题上.至于特定机器和系统软件执行的费时的细节将由GAMS系统来处理.

GAMS对于处理大型的,复杂的,需要多次修订才能最终确定精确模型的独一无二的问题特别有帮助.系统以高 度简洁和自然的方式来建模问题.使用者能够快速和方便的更改公式,能从一个求解器转到另一个,甚至稍加费心就能从线性转换到非线性。

ActivStats for MINITAB
ActivStats是一份创新的多媒体教学产品,通过它可以学习到大学程度所要掌握的统计学知识.ActivStats是由Paul Velleman设计并制作的,该产品结合了最新的有关人们是如何学习(特定的说是如何学习统计学知识)的研究成果.  
   该产品是基于MediaDX,即是一个包含交互式的叙述,视频,声音和动画的混合体,让一些艰深难懂的统计变得简单易懂,从而鼓励学生们按照自己的学习进度和学习方式来探索他们特别感兴趣的概念和技能.一旦使用者使用过本教学软件后,都会把它留下来当作一份完美的参考资源.
　  
   ActivStats for MINITAB结合了所有的在ActivStats中拥有的多媒体教学课件,并且加上了36份叙述性的课件来帮助学习如何使用MINITAB来分析数据,真正把统计实际运用在解决我们面临的问题上。

EQS V 6.1
EQS开发人员之一是由该领域在国际间享负盛名的Peter M. Bentler教授, EQS 提供研究人员与统计学家简单建构结构方程模型的最佳工具，包含复回归分析、多变量回归、验证性因素分析、结构分析路径分析以及多重母体比较。使用过的EQS的学者一致认同本软件的提供完整且简单操作接口。使用EQS，您可以不用具备任何矩阵代数的知识就可以轻易的操作本软件。

EQS提供更为精确的统计理论知识以分析实际上非常态分配的数据（事实上实际的数据也非常态分配）。这些理论包含： Satorra-Bentler scaled chi-square, robust standard errors以及 Yuan-Bentler distribution-free statistics。

EQS 目前可处理多列相关与多序类相关的类别数据。附加的探索性工具，增强RETEST及WTEST选择，并且有能力输入权重矩阵。

EQS 6.1 功能如下
01.最新与改善过的常态原则与遗失数据方法
02.处理非常态数据与遗失数据的正规化模型
03.异质峰态模型
04.任意分配模型
05.条件权重模型
06.多层模型
07.再抽样及模拟方法与统计技术
08.模型化特征和方法
09.图表工具
10.改进用户界面

Betahat
Betahat has all the standard methods to estimate, test, and simulate econometric models.  The equations can be time series or structural, linear or nonlinear, estimated as a single equation or in a system.  The features that are distinctive to the program include robust methods for reading data, a dual mode interface, and econometrics methods including a very general nonlinear maximum likelihood model solver, Vector ARIMA, multivariate stochastic variance systems, and stochastic simulation.  

Starting with version 2.0 a command/batch interface was added to the program.  The command mode interface made larger scale macroeconometric models more feasible using Betahat since they usually have a very large number of data series, equations, and identities, and they are commonly run as a large set of instructions.

N6 NUD*IST 6.0
N6 is the latest product in the NUD*IST range of software and is also available in a student version. It is designed for management and flexible analysis of text data.

systat
SYSTAT是一款强大的统计软件，拥有你在进行高效的数据分析时所需要的各种统计功能。 它为你提供从基础的描述性统计到基于高端算法的高级统计方法的各种功能。 如果你是统计学的新手，你可以使用友好、简单的菜单-对话框完成工作。 如果你是统计学的老手，你也许更喜欢使用直观的命令语言，快捷、方便地分析数据。在这两种情况下，你可以利用它的许多强大技术来分析多种类型的数据和回答多种问题。你可以基于线性、广义线性、以及混合线性模型进行单变量和多变量数据的全面分析。当你的数据不适合做传统的多重回归分析时，你可以进行多种稳健回归分析。你可以计算偏最小二乘回归。你可以做实验设计，进行功效分析，拟合数据。你可以用它进行矩阵运算。任何你需要的——时间序列，生存分析，响应面优化，空间统计，测验题分析， 聚类分析，分类和回归树，对应分析，多维尺度分析，联合分析，质性分析，路径分析等等

GLIMMIX
GLIMMIX is a powerful approach to segmentation based on latent class models. Mixture regression methods for simultaneous segmentation and estimation of regression models have recently received a great deal of attention in marketing research. In the approaches, consumers are grouped into a number of segments and ,at the same time, a regression model which relates a dependent variable to a set of predictors, is estimated within each segment. The approach has been shown to provide a very powerful approach to segmentation problems.

GLIMMIX implements this mixture of regressions methodology in a user-friendly way. It enables the estimation of such models for a great variety of data, such as brand choice and purchase frequency, pick any n and paired comparisons data, (inter)purchase times, and conjoint data, allowing for the specification of normal, Poisson, gamma, binominal distributions, and in version 2 also for multinominal distributions. The use of GLIMMIX is not limited to marketing research, but extends to business and economic research. But also to areas like psychology, sociology, anthropology, political science, etc.

The major 32-bits release offers different model specifications for different segments, and the possibility to get the posteriors for the whole dataset even when analysis is based on a subset of the data. In addition, expanded input data formats, binominal rating scale analysis, class profiling with descriptor variables and analysis adding random responders class have been included. The user interface and output representation have been improved, as well as the manual and online help facility.

GOLDMineR 2.0
在使用GOLDMineR之前，从没有像现在一样理解信息。它适用于多端，一端或者团体连续性的输出。

Equiv Test/PK
EquivTest/PK is a suite of tools that provides the user with a comprehensive set of pharmacokinetic calculations as well as extensive tests and confidence intervals for equivalence testing.
EquivTest/PK provides a range of tests and confidence intervals for the statistical analysis of Equivalence Studies. Researchers working in clinical equivalence and bioavailability studies can now use this equivalence testing software to investigate equivalence according to FDA and CPMP guidelines.
PK Parameters
EquivTest/PK now has the added feature of simple-to-use, built-in pharmacokinetic functions. It provides a fast and easy means of calculating and plotting the most commonly used pharmacokinetic parameters such as;
Cmax, Tmax, Lag Time, AUC(0-t), AUC(t-∞), AUC(0-∞), AUC(0-t)/AUC(0-∞), Mean Residence Time, AUMC(0-t), AUMC(0-∞), Half-Life, Elimination Rate Constant (λ ).
All of the PK calculations in EquivTest/PK are based on noncompartmental methods of analysis for the estimation of pharmacokinetic parameters. (See What’s New Section).

StatXact
"The culmination of ten years of intense research and development, StatXact 8 is the most complete, up-to-date software package for exact nonparametric statistical inference on continuous or categorical data in the world. With StatXact we've covered every mainstream nonparametric procedure, using a full-fledged GUI implementation under Windows. We have provided at least one solution for every important nonparametric statistical problem involving either binary, categorical or continuous data. And, as is our trade-mark, every single one of these solutions is exact. That is, it remains valid for small, sparse and unbalanced data sets. All in all you can access over 80 exact procedures through the StatXact pull-down menus. In addition, we've provided the tools for you to construct your own exact procedures, or to combine two or more procedures in an optimal fashion through a suitable choice of scores. When it comes to handling small-sample data, no other statistical package can even come close to the power and scope of StatXact. Here are some highlights from the StatXact procedures:"

BMDP
BMDP是Bio Medical Data Processing的缩写，是世界级的统计工具软件，至今已经有40多年的历史。目前在国际上与SAS、SPSS被并称为三大统计软件包。BMDP是一个大型综合的数据统计集成系统，从简单的统计学描述到复杂的多变量分析都能应付自如。每一个BMDP程序的执行算法都经历了最为严酷的实际专业测试才被予以应用。 　　BMDP为常规的统计分析提供了大量的完备的函数系统，如：方差分析（ANOVA）、回归分析（Regression）、非参数分析（Nonparametric Analysis）、时间序列（Times Series）等等。此外，BMDP特别擅于进行出色的生存分析（Survival Analysis ）。许多年来，一大批世界范围内顶级的统计学家都曾今参与过BMDP的开发工作。这不仅使得BMDP的权威性得到了保障，更使BMDP能够为全世界的同行提供质量极高的统计分析服务。 　　BMDP第一版诞生于1961年，由加州大学洛杉矶分校研发。是由一个名为BIMED的生物医学应用软件修改而来。起初是免费使用的，应用于生化、医药、农业等领域的统计分析。1968年 BMDP公司发行，是最早的综合专业统计分析软件，在国际上影响很大，它方法全面、灵活，早期曾有很多独具特色的分析方法。 　　进入20世纪90年代后，BMDP发展路途不畅，从1991年的7.0版以后就没有新版本。但BMDP统计软件作为一方霸主，在国外仍然影响巨大，国外许多大学的统计学网站均对其关照有加，几乎所有著名大学统计学系开设的多变量分析课程当中都有BMDP软件的教学内容，而且大型学术研究机构的服务器上也通常安装着BMDP for Unix软件供终端用户使用。 　　最后BMDP被SPSS公司并购，并且收购之初SPSS公司在开发与推广BMDP统计软件方面的积极性也不大。如今，可能是由于要与SAS竞争专业统计领域的市场份额，BMDP的停滞状况才有所改变。目前最新的版本是BMDP 2007。

FinTools Risk XL

FinTools 是一套历史最久的财金分析软件。自1988年起，FinTools 持续以最新的财金理论模型为基础，提供最强大的金融市场分析与预测工具。不论是选择权定价、债券价值、风险管理或价格波动等问题，都可以透过FinTools 以最快的速度获得最可靠的分析与预测。就所支持的财金模型的广度和使用上的便利性而言，FinTools 无疑是您最佳的选择。

Power and Precision
Power and Precision
——统计幕数及可靠区间分析

Power and Precision is a stand-alone statistical power analysis software package that is used for the calculation of a sample size for a planned study. The program features an unusually clear interface, and many tools to assist the user in developing an understanding of power analysis. It incorporates the ability to create tables, graphs, and reports with a single click.


Work interactively!

Interactive guide walks you through all the steps in the power analysis

Modify any element in the study and immediately see the impact on power

Use a wide array of tools to visualize the effect size and to understand the impact of alpha, effect size, and sample size


Create A Report with a Single Click!

The program generates a lucid, comprehensive report that explains the study design, assumptions, and power.

The report serves as a teaching tool and may also be used in the statistics section of a study proposal or grant application

Export to Word™ or other word processing program.


Create Tables and Graphs with a Single Click!

Get the big picture in just seconds! Use graphs to quickly evaluate any number of options for study design.

Export to Word™, Excel™, PowerPoint™ and other programs.

Include the graphs in your presentation or grant application to justify your selection of a sample size.

The program features an unusually clear interface, and many tools to assist the user in developing an understanding of power analysis. It incorporates the ability to create tables, graphs, and reports with a single click. It includes a number of features that are helpful for teaching power analysis, and others that allow the researcher to explain and justify the selection of a sample size for grant applications.

This statistical program is currently in use in more than 8,000 institutions. Our clients include several thousand universities, numerous consulting firms and research institutes, many major pharmaceutical companies, various government agencies including the FDA and the CDC, as well as numerous other entities both in the U.S. and abroad.

The program is shipped with a 300 page manual that includes a comprehensive introduction to power analysis as well as worked examples and algorithms for all procedures.

Working With Results  
Tables

Print directly  
Copy to clipboard as data and insert into Microsoft Excel® or other spreadsheet New!  
Copy to clipboard as a bitmap and insert into Microsoft Word ® or other word processing program  
Graphs  
Print directly  
Copy to clipboard as data and insert into Microsoft Word® or other word processing program  
Export as bitmap (BMP), Windows Metafile (WMF) or Windows enhanced Metafile (EMF) and insert into Microsoft Word®, PowerPoint® or other programs New!  
Reports  
Save as RTF file or copy to clipboard and insert into Word ® or other word processing programs.  
Stored Scenarios (Sensitivity analysis)  
Print directly  
Copy to clipboard as data and insert into Microsoft Excel® or other spreadsheet New!  
Copy to clipboard as a bitmap and insert into Microsoft Word® or other word processing program  
Tables and graphs  
Pivot the tables interactively New!  
Display several graphs at once to assess the impact of factors in isolation or in combination with each other. New!  
Graphs are linked to the tables - Drag and drop columns in table, and the graphs are updated as well. New!  
Graphs can be saved as BMP, WMF, EMF files and easily exported to Word, PowerPoint, and other programs. New!  
Tabulate and graph precision (confidence interval) and standard error as well as power for proportions and means.  
Tools and Features  
Find the sample size for a given level of power  
Assign subjects to groups using allocation ratio  
Store and restore any set of parameters  
Apply Cohen’s effect size conventions  
Store scenarios to list (sensitivity analysis)  
Customize the spin control for sample size  
Customize data entry  
Set alpha and tails, link to confidence interval  
Customize the number of decimals displayed  
Display power using digits or bar graph  
Statistical Procedures  
t-tests and z-tests

One group against a null of zero  
One group against a user-specified null  
Paired/change against a null of zero  
Paired/change against a user-specified null  
Two independent groups, enter difference score  
Two independent groups, enter mean for each group  
Proportions

One group against a null of 50%  
One group against a user-specified null  
Two independent groups (Eight computational options for power including Fisher exact test. Indices include risk difference, relative risk, and odds ratio).  
McNemar test of paired proportions  
KxC test of independent proportions*  
Sign tests  
Correlations

One group against a null of zero  
One group against a user-specified null*  
Two groups*  
Analysis of variance/covariance

One way analysis of variance/covariance  
Two way fixed effects factorial anova/ancova  
Three way fixed effects anova/ancova  
Multiple hierarchical linear regression

Templates for common designs including covariates followed by main effects; main effects followed by interactions; dummy-coded variables; and polynomial regression  
Customize the design with up to 10 sets of variables and up to 99 variables per set  
Computes power for the increment to R-squared at each step and also for the cumulative R-squared at each step  
Compute power for sequential sets combined  
Logistic regression* New!

One continuous covariate  
Two continuous covariates, one partialled  
Two continuous covariates combined  
One categorical covariate up to 5 levels  
Survival analysis* New!

Accrual options - Prior to study, constant rate, or varies  
Hazard - Constant rate or varies  
Attrition (Drop-outs) - None, constant rate, or varies  
Equivalence tests New!

Proportions*  
Means  
General Case

Compute power using the non-central t distribution, non-central F, or non-central chi-square distributions  
Power, confidence intervals, tolerance intervals

Compute power for all procedures  
Compute precision (expected width of confidence intervals) for t-tests, z-tests, one sample proportions, two independent sample proportions, and one sample correlation  
Compute tolerance intervals for t-tests  
Computational Algorithms  
Includes exact algorithms for all procedures except where noted by (*).

Help and Technical Support

Interactive guide  
Continuous summary  
Tip of the day  
Windows Help System including Table of Contents, Index, Step-by-Step Help  
Technical support by e-mail or phone  
Printed manual  
The printed manual explains the logic and proper application of power analysis. It also includes worked examples for each statistical procedure, and details for all algorithms An extensive Help system provides step-by step instructions for each procedure.

Developed by a Team of Experts  
Michael Borenstein, Jacob Cohen, Hannah Rothstein, David Schoenfeld, Jesse Berlin, Ed Lakatos

ToxTools
toxtools?，是一个完整的解决方案。?The?package?provides?modern,?sophisticated?modeling?and?estimation?algorithms?for?fitting?dose?response?data?as?part?of?a?state-of-the-?art?suite?of?graphical?and?numeric?analysis?tools?for?toxicological?risk?assessment.该软件包提供了现代的，先进的建模与估计算法拟合剂量反应数据，艺术的图形和数值分析工具毒理学风险评估使该软件大受欢迎。?
英文简介:ToxTools is a complete solution for modeling and testing data from dose-response studies, and for estimating Benchmark Dose Levels (BMD’s). The package provides modern, sophisticated modeling and estimation algorithms for fitting dose response data as part of a state-of-the-art suite of graphical and numeric analysis tools for toxicological risk assessment.
With ToxTools, you can choose from a variety of standard dose response model forms for binary and continuous responses. Unique to ToxTools are models for multivariate arrays of mixed discrete/continuous end-points, as well as the ability to accommodate correlated data such as that arising in studies of litters or clusters.
Quantitative risk estimation based on the popular Benchmark Dose methodology is easily achieved from any of the available dose response models, including recent methodological advances for defining risk from multiple outcomes. In addition to classical procedures for conducting group comparisons and tests of trend, the software incorporates new methodology for exact trend tests that apply in cases where sample sizes are small.
ToxTools incorporates these features in an intuitive, friendly Windows environment that was specifically designed for flexibility and "what if" calculations. It is very easy to conduct multiple analyses at both the modeling and risk estimation stages in order to compare/contrast results. And like all of Cytel’s products, the package attains the highest quality of commercial standards for reliability, documentation and customer support.
Comparison of ToxTools and BMDS
Feature ToxTools BMDS
Handles both individ

PASW Complex Samples
PASW Complex Samples, an add-on module for PASW Statistics, provides the specialized planning tools and statistics you need when working with sample survey data. It enables you to make more statistically valid inferences for a population by incorporating the sample design into survey analysis. You can more accurately work with numerical and categorical outcomes in complex sample designs using two algorithms for analysis and prediction. In addition, a new algorithm enables you to predict time to an event. This add-on module is an indispensable statistical tool for survey and market researchers, public opinion researchers, or social scientists, and enables you to reach more accurate conclusions when working with sample survey methodology.