STATISTICA 通用数据分析 / 统计应用
( General Data Analysis/ Statistical Applications )
STATISTICA Base 基础统计模块
透过便利的使用者界面,提供广泛的有效统计程序应用,并享有 STATISTICA 最新功能呈现报表结果。
● All STATISTICA Graphics Tools ( STATISTICA 全套图表工具)
● Basic Statistics Breakdowns & Tables (基本统计表格)
● Distribution Fitting (分布拟合)
● Multiple Linear Regression Methods (多重线性回归方法)
● Analysis of Variance (ANOVA) (方差分析)
● Correlations (相关性分析)
● T-Tests (and other tests of group differences) ( T 检验)
● Frequency Tables, Crosstabulation Tables (频数分析)
● Multiple Response Analysis (多应答分析)
● Nonparametric Statistics (非参数统计)
STATISTICA Advanced Linear/ Non-Linear Models 高级线性 / 非线性模型模块
为目前市场上,涵盖最广泛的高级线性与非线性建模工具组合,包括自动模型选取功能以及延伸性交谈式视觉化工具。
● General Linear Models (GLM) (一般线性模型)
● Generalized Linear/Nonlinear Models (一般线性 / 非线性模型)
● General Regression Models (一般回归模型)
● General Partial Least Squares Models (一般偏最小二乘模型)
● Variance Components
● Survival Analysis (生存分析)
● Nonlinear Estimation (非线性估计)
● Fixed Nonlinear Regression (非线性回归)
● Log-linear Analysis of Frequency Tables
● Time Series Analysis/Forecasting (时间序列分析 / 预测)
● Structural Equation Modeling (结构方程式模型)
STATISTICA Multivariate Exploratory Techniques 多变量探索性分析技术模块
针对资料的探索技术,所研发的统计程序组合,提供一连串的交谈式图表视觉检视工具。
● Cluster Analysis (聚类分析)
● Factor Analysis (因子分析)
● Principal Components & Classification Analysis (主要成分和分类分析)
● Canonical Analysis (典型相关分析)
● Discriminant Analysis (判别分析)
● General Discriminant Analysis Models (一般判别分析模型)
● Reliability/Item Analysis (可靠度和项目分析)
● Classification Trees (分类树)
● Correspondence Analysis (对应分析)
● Multidimensional Scaling (多维标度分析)
STATISTICA Neural Networks 类神经网络
提供最广泛的类神经网络方法,如智能问题解决者 (IPS) 与自动化网路搜寻精灵。另外,使用者可选择搭配 C-code 产生器。
● Intelligent problem solver Wizard
● Automatic Search for Best Architecture
● Multilayer Perceptrons
● Radial Basis Function Networks, and many others
● Self-Organizing Feature Map
● Back Propagation
● Conjugate Gradient Descent
● Numerous Analytical Graphs
● Resampling (Cross Validation, Bootstrap)
● Sensitivity Analysis, ROC curves
● Network Ensembles
● Optional C-code Generator, and more
STATISTICA Power Analysis 效能分析
提供广泛且一般化的工具,协助使用者进行调查研究,计算是适当的样本容量; STATISTICA Power Analysis 针对样本容量、置信区间估计和统计功效的计算,为使用者提供精确且便于操作的定制化工具。
● Sample Size Calculation (计算样本容量)
● Confidence Interval Estimation (置信区间估计)
● Statistical Distribution Calculators
STATISTICA工业统计解决方案及 6 西格玛工具(Industrial Solution & Six Sigma Tools)
STATISTICA Quality Control Charts (stand-alone or add-on) 质量控制图
提供完全定制化操作,使用一连串管制图,包括自动化选项的功能以及使用者自订工作任务常规等。
● Multiple Chart (Six Sigma-style) Reports & Displays
● X-bar and R Charts; X-bar and S Charts;, Np , P, U, C Charts
● Pareto Charts
● Process Capability and Performance Indices
● Moving Average/Range Charts, EWMA Charts
● Short Run Charts (Including Nominal & Target)
● CuSum (Cumulative Sum)
● Runs Tests, and more
STATISTICA Process Analysis (add-on) 过程分析
提供包括进程分析,测量工具的重复性、再现性和可靠性的分析以及其它质量管理改善的应用工具。
● Process/Capability Analysis Charts
● Ishikawa ( Cause & Effect ) Diagrams
● Gage Repeatability & Reproducibility
● Variance Components for Random Effects
● Weibull Analysis
● Sampling Plans
STATISTICA Design of Experiments (add-on) 实验设计
提供最广泛的实验设计方法,以及相关的图表视觉化技巧。
● Fractional Factorial Designs
● Mixture Designs
● Latin Squares
● Search for Optimal 2k-p designs
● Residual Analysis & Transformations
● Optimization of Single/Multiple Response Variables
● Central Composite Designs
● Taguchi Designs
● Minimum Aberration & Maximum Unconfounding
● 2k-p Fractional Factorial Designs with Blocks
● Constrained Surfaces
● D- and A-Optimal Designs
STATISTICA 企业系统
STATISTICA Enterprise-Wide Data Mining System(Data Miner) 企业应用数据挖掘系统
是目前市场上最广泛的数据挖掘 (Data Mining) 解决方案组合,透过点选为基础的使用接口,快速制定所需执行的工作任务。 Data Miner 提供广泛的数据挖掘工具、精确的结果报告以及精美的图表展示视觉化的数据挖掘效果;此外, Data Miner 还提供完整 STATISTICA Desktop 目前最新的统计功能模块,包括:
● General Categories of Statistical Modules
● STATISTICA Base
● STATISTICA Advanced Linear/Nonlinear Models
● STATISTICA Multivariate Exploratory Techniques
● STATISTICA Power Analysis
● STATISTICA Neural Networks
● General Categories of Data Mining Techniques
● General Slicer/Dicer Explorer (with optional OLAP).
● General Classifier.
● General Modeler/Multivariate Explorer.
● General Forecaster.
● General Neural Networks Explorer.
● Specialized Data Mining Modules
● Feature Selection and Variable Filtering (for very large data sets)
● Mining for Association Rules
● Interactive Drill-Down Explorer
● Generalized Additive Models (GAM)
● General Classification and Regression Trees (GTrees)
● General CHAID (Chi-square Automatic Interaction Detection) Models
● Goodness of Fit Computations
STATISTICA Enterprise-Wide Data Analysis System(SEDAS)企业应用数据分析系统
针对多位使用者对于数据分析以及用于商业智能的需求,如市场研究、营销推广、财务管理及其它产业分析等多重目的,所设计研发的企业系统解决方案;SEDAS可依据使用者的实际需求,搭配目前STATISTICA发行版本的所有功能模组。除此之外,SEDAS主要的功能特色为:
● Integration with data warehouses
● Intuitive query and filtering tools
● Easy-to use administration tools
● Automatic report distribution
● Alarm notification
STATISTICA Enterprise-Wide SPC System(SEWSS)企业应用统计进程控制 SPC系统
架构于目前的网路技术,以及广泛的STATISTICA统计功能模组,针对统计进程控制所研发的企业系统解决方案;包括Six Sigma分析技术在内,生产现场即时性的监督与警讯系统的构造、支持工程师进行多元分析的统计功能模块、精致的报告输出管理为SEWSS主要的功能特色。SEWSS为内部环境提供不同权限的使用者,各自职权归属的功能指令,包括简明的报告选取表单(供管理者使用),高级分析工具(供工程师使用),以及现场简易的使用者接口(供操作员使用)。另外,SEWSS也包括:
● Web-enabled user interface and reporting tools
● Simplistic operator interface for data entry and charting
● Real-time analytical tools
● Groupware functionality for sharing queries, special applications, etc.
● Wizard-driven system administration tools
● One-click access to analyses and reports
● Built-in security system?
● Open-ended alarm notification including cause/action prompts
● Interactive querying facilities?
● Integration with external applications (MicroSoft Word, MicroSoft Excel, browsers)
● Unlimited options for expansion and customization
STATISTICA 服务器应用系统
WebSTATISTICA Server
提供使用者完整的网络功能支持,并整合STATISTICA广泛且强大的数据分析工具,包括在网页服务器背景下协助使用者自世界上任何一台电脑中(包含Linux与UNIX)执行STATISTICA、卸载计算时间与空间至服务器上(利用分布式处理模式)、利用Client-Server架构管理执行中的项目进度,满足使用者跨部门或跨洲际的合作需求。
