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White papers
Analyze large
datasets faster with AnswerTree Server - PDF file (236KB)
The purpose of this White Paper is to provide test results that give you an
indication of the degree of scalability achieved with AnswerTree Server. In the
past, AnswerTree’s approach worked best with sampled data. With the release of
AnswerTree Server, AnswerTree’s interactive data mining approach can be
applied to much larger datasets. This new scalable architecture reduces the time
needed to solve enterprise-sized problems." (AT benchmarks 3.0)
AnswerTree
Algorithm Summary - PDF file (63KB)
AnswerTree offers four powerful algorithms that enable you to build the best
model, for any type of data. This document summarizes and compares the different
types of algorithms used in AnswerTree: CHAID, Exhaustive CHAID, Classification
and Regression Trees (C&RT) and QUEST. (WP1)
ATM
of the future, The - PDF file (162KB)
The ATM of the future has started to take shape as a key touchpoint with banking
customers -- and even customers of competing banks. (ATMWP)
Basic
applied techniques: Choose the right stat to make better decisions - PDF
file (114KB)
This white paper shows you how to use basic statistical techniques: frequencies,
bar charts, crosstabs, descriptives, histograms, boxplots and scatterplots. (BASICWP)
Better
decision making with long-term forecasting: DecisionTime and WhatIf? - PDF
file (520KB)
This Executive Report WP describes how DecisionTime and WhatIf? provide a clear
picture of an organization's future by helping quickly and easily create
accurate long-term forecasts based on historical data and business knowledge. (DTBDMWP)
Building
profitable customer relationships with data mining - PDF file (165KB)
Customer relationship management (CRM) helps companies improve the profitability
of their interactions with customers, while at the same time, makes the
interactions appear friendlier through individualization. To succeed with CRM,
companies need to match products and campaigns to prospects and customers - in
other words, to intelligently manage the customer life cycle. (CRMBPWP)
Clementine
- Working with Telecommunications - PDF file (1000KB)
Churn, the loss of customers to competitors, costs millions to companies in the
telecommunications industry. Learn how Clementine can help you recoup your
investment in attracting new customers by identifying profitable customers that
are at risk of being lured away by your competitors. (CLMTELWP)
Complete
End-To-End Analysis With SPSS - PDF file (3180KB)
Good, accurate data analysis is essential for most organizations. With data
analysis, decision makers can make well-informed decisions about the future of
their organization. But the actual data analysis isn’t the only step in the
analytical research process. To get the most accurate analysis and report it to
decision makers, you must be able to plan the data analysis project, collect
data, access and manage data easily, analyze data and then share your results.
The analytical process is comprised of each of these steps. Find out in this
white paper how you can work seamlessly in the analytical process using a single
software solution. (CETEAWP)
CRISP-DM
1.0: Step-by-step data mining guide - PDF file (610KB)
To get the results that you expect from your data mining project, assess your
business situation and evaluate how tools perform throughout the complete data
mining process. To help in your evaluation, the following checklist has been
compiled using CRISP-DM, the worldwide cross-industry standard process model for
carrying out data mining projects. (CRISPP)
Data
mining and statistics: Gain a competitive advantage - PDF file (131KB)
How do you uncover patterns and trends in the mountains of data your
organization accumulates? Today, more than ever, advanced analytical methods are
the secret weapons of many successful businesses. (DATAMINP)
Data
mining for lottery systems - PDF file (292KB)
The challenges of creating and maintaining a lottery system that appeals to
customers and provides revenue for your state’s vital programs can be eased
when data mining using SPSS products. Find out in this white paper how your
lottery system can use data mining to increase lottery revenues, make better use
of your marketing dollars, identify the best, most profitable new games, better
understand your customers and share information with decision makers, the public
and your customers. (DMLTWP-0402)
Data
Mining with Clementine for smarter retailing - PDF file (KB)
Learn how to increase customer profitability with this white paper on data
mining for retail. (CLMRWP)
Data
reporting anytime, anywhere: SmartViewer Web-based reporting system - PDF
file (157KB)
As school officials know, a successful accountability or school profiling system
uses an effective reporting system to increase academic achievement." This
paper authored by Dr. Eugene Adcock at Prince George's County Public Schools. (WPSmartViewerlores)
Deployment
Strategies for increasing your data mining ROI - PDF file (235KB)
To get the full value from your data mining investment, you must strategically
deploy your models (DPLYWP)
Detect
taxpayer non-compliance with Data Mining - PDF file (425KB)
This Executive Report explains how data mining helps tax auditors focus on
recovering money so that much-needed social programs receive the necessary
funds. (DMTWP)
Discover
secrets your spreadsheet can’t tell you - PDF file (231KB)
Do you need to do more than create simple summaries or perform basic
row-and-column math with your data? Are spreadsheets limiting the way you work
with your data? When you need more insight than spreadsheets can provide, choose
SPSS for rich analysis. This white paper presents 12 secrets your spreadsheet
can’t tell you. For instance, SPSS enables you to quickly get a handle on your
data. These tips explain how SPSS can help you make better, more-informed
decisions -- so you can go beyond your spreadsheets. (SDSWPGP-0502)
Excerpt
from Data Warehousing: Strategies, Technologies and Techniques: Statistical
Analysis - PDF file (197KB)
Data mining is uncovering the hidden meaning and relationships in the massive
amounts of data stored in the data warehouse. In short, the value of the data
warehouse lies in the information that can be derived from its data through the
mining process. (DMWP)
Field-tested
data mining - PDF file (90KB)
For critical issues facing private and public sector executives today, data
mining makes the difference. From customer relationship management to risk
management to improved production on the factory floor to detecting fraud and
abuse, more leading-edge organizations are discovering every day that data
mining gives them something reports and even OLAP can't - the ability to see
ahead so they can proactively make changes to reach their goals. (FIELDTEST)
Full-information
missing data analysis with Amos - PDF file (117KB)
This white paper discusses how much more efficient estimation by
full-information maximum likelihood can be, when compared to listwise or
pairwise deletion methods commonly employed. (AMOSP)
Future
of Program Evaluation In the Era of Government Reinvention, The - PDF file
(179KB)
Governing bodies and their oversite committees, such as U.S. Congressional
committees, need information to make decisions on programs they oversee. This
information, which reveals whether a program is working and if it is effective,
often falls into three very general categories: descriptive, implementation and
effect. This information, which reveals whether a program is working and if it
is effective, often falls into three very general categories: descriptive,
implementation and effect. (SWPPROEV)
Geographical
Mapping and Analysis in Healthcare - PDF file (159KB)
This white paper focuses on how statistical analysis software such as SPSS and,
in particular, MapInfo, can help health care professionals turn the raw data
they collect into valuable information. Health care professionals have always
collected and analyzed vast quantities of data. Examples include patient records,
drug trial esults, data on outbreaks of specific illnesses and the ways in which
they might be related to other factors. (SWPMAP)
How's
and Why's of survey research, The - PDF file (180KB)
Survey research is much more than simply asking someone a few questions. It’s
a multiple-step process with a clearly defined protocol at each step. In order
to get reliable results from your survey research, you must be able to plan the
survey research project, collect data, access and manage the data easily and
report the results. And for your survey research project to be a success, you
need to share your results with the decision-makers who can act upon them.
(WSRIWP-0402)
Improve
fraud detection through data mining - PDF file (426KB)
This Executive Report explains how data mining helps fraud auditors focus on
recovering money so that much-needed social programs receive the necessary
funds. (DMIFWP)
LexiQuest
Categorize - PDF file (240KB)
LexiQuest Categorize enables you to quickly find and deliver accurate
information, by organizing information into logical categories. Download this
white paper to learn more about organizing documents and information with
LexiQuest Categorize. (LQCWP-0302)
LexiQuest
Guide - PDF file (324KB)
LexiQuest Guide improves the accuracy and ease-of-use of search functions on Web
sites, intranets, extranets and portals. Download this white paper to
discover how LexiQuest Guide enables you to deliver the information your
customers and employees need. (LQGWP-0302)
LexiQuest
Mine - PDF file (207KB)
LexiQuest Mine automates the process of reading thousands of documents to
uncover critical information. Download this white paper to learn more about
LexiQuest Mine's document-reading and information-gathering capabilities.
(LQMWP-0302)
Making
e-government a reality - PDF file (163KB)
Better serve your public when you design an e-government strategy that works.
Focus on the whole citizen experience and deliver effective, personalized online
services using data mining. (EGOVWP)
Making
personalized e-relationships a reality - PDF file (175KB)
A strategic focus on the whole customer experience is critical to survival in
our increasingly global and competitive marketplace. How do you get from where
you are today to real-time personalized interactions via the web? While new
technologies are speeding up the pace and changing the ways you implement your
business strategies, the same rules of business apply. (EMINE)
Missing
data: the hidden problem - Draw more valid conclusions with SPSS Missing Value
Analysis - PDF file (87KB)
Just about everyone doing analysis has some missing data, especially survey
researchers, market researchers, database analysts, researchers and social
scientists. Missing data are questions without answers or variables without
observations. Even a small percent of missing data can cause serious problems
with your analysis leading you to draw wrong conclusions. This white paper
presents a case study demonstrating how missing data can affect your analysis
and the decisions you make based on your results. It uses SPSS Missing Value
Analysis to overcome a missing data problem to make better decisions. (MISSINGP)
More
defensible values with statistics - PDF file (95KB)
This white paper describes how assessors, and others concerned with mass
appraisal, can use statistics to enhance analysis and improve the accuracy and
credibility of value estimates. Written by Robert Gloudemans and Richard Almy of
Almy, Gloudemans and Jacobs, this paper focuses on basic statistical analyses
found in "ratio studues." (PVAP)
Optimal
scaling methods for multivariate categorical data analysis - PDF file
(151KB)
Optimal scaling has a long history, briefly reviewed in this paper. The Data
Theory Group at Leiden University in the Netherlands has done much to
systematize optimal scaling, making it a vital ingredient of a comprehensive
multidimensional data analysis framework called the Data Theory Scaling System (DTSS).
The system has a lot of potential for the analysis of multivariate data that are
qualitative, non-normally distributed, or incomplete. Optimal scalong can easily
deal with nonlinear relationships between the variables to be analyzed. A
crucial aspect of DTSS is the graphical display of the results of the analysis.
(SWPOPT)
Performance
on large datasets: Clementine Server - PDF file (387KB)
In the past, Clementine’s approach worked best with sampled data. With the
release of Clementine Server, Clementine’s interactive data mining approach
can be used on much larger datasets. This is because Clementine Server scales
the entire data mining process. For example, visualization techniques are scaled
for data understanding. Data preparation steps such as field and record
operations also see significant gains, as do modeling processes that include
pre-processing steps. Finally, model evaluation and deployment can be performed
more efficiently. (ClementineWP(low))
Satisfaction
survey analysis using statistics: You'll be delighted with the results - PDF
file (196KB)
Satisfaction surveys are an important tool for assessing the satisfaction of
your customers, employees, patients and readers. Without a reliable way to
analyze the responses, however, you risk making important decisions based on
incomplete or superficial information. (SATSRV2P)
Save
money and make better decisions with SPSS Exact Tests - PDF file (210KB)
You can generate significant revenue and leads for your business with the right
direct mail packet. But finding the best combination of list, offer and creative
requires you to thoroughly test and carefully analyze the results of your
campaign. (WP13)
SPSS
10.0 and the Distributed Analysis Architecture - PDF file (172KB)
For the first time, the classic SPSS analysis environment is available in a
distributed architecture and is coupled with key performance optimizations
needed for truly scalable analysis. It also marks an evolution in strategic
direction, focusing our attention on enterprise products and Windows-based
desktop platforms. This White Paper discusses that environment and this unique
product. (SDAAWP)
SPSS
Association Rules Component, The - PDF file (81KB)
A pattern discovery component that enables more efficient cross-selling, the
SPSS Association Rules Component offers state-of-the-art technology to easily
meet the challenges for crucial customer relationship management (CRM) tasks.
Designed for mining association rules from large databases accurately and
efficiently, the component is remarkably versatile. Discover how, in this
technical report, you can effectively implement the SPSS Association Rules
Component in a wide variety of applications. (ARCWP)
SPSS
C&RT Component, The - PDF file (109KB)
A decision tree component that enables more effective classification and
prediction of target variables, the SPSS C&RT Component empowers you to
classify or predict one unobserved variable by examining explanatory variables.
The SPSS C&RT Component improves upon traditional decision trees and works
with two problem types: those in which the dependent variable is categorical and
those in which the dependent variable is continuous. Discover how, in this
technical report, you can use the SPSS C&RT Component to build decision
trees to classify or predict variables. (CRTWP)
SPSS
for Financial Services - PDF file (134KB)
In todays business arena, particularly in financial services it is a constant
challenge to stay ahead of the competition. To increase market share and operate
more efficiently, powerful, flexible, advanced analytical methods are must-haves
in financial services. This paper shows how SPSS statistics can give you and
your organization the competitive edge. (SFINWP-CREDITRISK)
SPSS
TwoStep Cluster Component, The - PDF file (82KB)
A scalable component that enables more efficient customer segmentation, the SPSS
TwoStep Cluster Component is designed to handle very large datasets. Capable of
handling both continuous and categorical variables or attributes, it requires
only one data pass in the procedure. It also provides the capability to
automatically find the optimal number of clusters. Discover how, in this
technical report, you can improve your process with the SPSS TwoStep Cluster
Component. (TSCWP)
Statistics
in government - PDF file (160KB)
Why use statistics? What are the benefits of using an advanced statistical tool?
This white paper highlights the strategic advantages of using statistical
analysis technique (SWPGOV)
Thinking
About Exact Statistics - PDF file (60KB)
In this article, we review the fundamentals of statistical testing, define the
concept of an exact test, and give an example. Note that we focus on Type 1
errors and do not directly accress the subjects of Type II error or statistical
power. (WP17)
Using
Amos for structural equation modeling in market research - PDF file (97KB)
This paper introduces you to structural equation models (SEMs) as well as Amos,
a software tool distributed by SPSS Inc. Amos stands for "Analysis of
Moment Structures." Amos has a unique graphical interface, and was
specifically designed to make fitting SEMs easier. (AMOSMRP)
Using
data mining to detect taxpayer non-compliance - PDF file (221KB)
Tax and finance departments around the world lose more and more money each year
due to non-compliant taxpayers. They need to recoup this money which funds vital
services for their citizens. By mining their existing data, these departments
can find the best way to identify non-compliance. (TAXWP)
Using
satisfaction surveys to achieve a competitive advantage - PDF file (87KB)
The technology available to both you and your competitors has made it easier to
duplicate each other's products or services. Excellent customer satisfaction is
one of the few ways to achieve a sustainable competitive advantage. (SATSRV1P)
Using
SPSS in a small institutional research office - PDF file (229KB)
As an open door institution, Amarillo College offers a number of developmental
education courses in mathematics, reading and writing. In 1986, the departments
offering those courses asked me to help determine whether students in
developmental education courses were successful. Together we identified a
working definition of student success. (USERESINST)
Produkt-demo'er
DecisionTime
/ WhatIf? Evaluation Copy - (28,840KB)
Please note that this is a full working copy of this software. It will expire in
approximately 30 days.
DeltaGraph
4.5 for Macintosh - (5790KB)
Please note that this is a full working copy of this software. It will expire in
approximately 30 days.
DeltaGraph
5.01 for Windows - (19,000KB)
Please note that this is a full working copy of this software. It will expire in
approximately 30 days.
Linear
Mixed Models case studies - (947KB)
Download Linear Mixed Models.exe, an HTML-based tutorial demonstrating use of
the Linear Mixed Models procedure in SPSS Advanced Models. This is a
self-extracting Zip file. After downloading it, double-click on the file. The
compressed files will automatically extract themselves. It’s recommended you
save the file into a fresh directory; it should not be extracted into the SPSS
tutorial folder. After the files are extracted, double-click on the mixed.htm
file to view the case studies.
Neuro
Book II - (123KB)
This is an online interactive guide to neural networks.
SigmaPlot
demo for Windows - (20,400KB)
The SigmaPlot demo for Windows is a working copy of the latest 32-bit version
not just a "slide show" demo or marketing overviews. As scientists
ourselves, we know the importance of being able to evaluate software to make
sure that it fits your needs, and we are committed to providing demonstration
software that gives you an excellent overview of the products.
SPSS
11.0.1 Demo - (51175KB)
Please note that this is a full working copy of SPSS Base. It will expire in
approximately 30 days.
SPSS
Report Writer 1.0 for Windows - (28,284KB)
Quickly create customized, professional-looking reports, mailing labels and form
letters from SPSS and other data sources. This is a full working copy of the
software that will expire 30 days after installation.
TextSmart
Movie - (1269KB)
The TextSmart Movie Demonstration is designed to introduce you to TextSmart 1.0.
This ScreenCam movie is a zipped file.
AnswerTree Quick Tour -
(1390KB)
This Quick Tour is designed to introduce you to AnswerTree, the powerful
decision tree and data mining software. After downloading the self-extracting
movie, sit back and enjoy the "live" demonstration. You'll see how
AnswerTree helps you easily discover segments, build better profiles and realize
the profits in your data.
Clementine
Quick Tour - (5500KB)
Quick Tour The Clementine Quick Tour shows an example of a direct mail campaign
using Clementine.
- Download the Quick Tour
- Double-click the zipped file to extract its contents.
- Double-click on "clem_qt.exe" to begin the tour.
DecisionTime
and WhatIf? in action: catalog sales - (9KB)
Review this online example to see how to create and deploy catalog sales
forecasts with DecisionTime and WhatIf?.
DecisionTime Movie -
(2800KB)
This Quick Tour is designed to introduce you to DecisionTime and WhatIf?
GraphExpress Flash demo
- (309KB)
See how easy graph creation with GraphExpress is by running a Flash demo. Note:
The Flash demo requires you to set your monitor at 1024 X 768 and fully maximize
your browser window.
Introduction to
Clementine - (50KB)
See an "Introduction to Clementine."
Marketing application
using Clementine. - (50KB)
See a marketing application using Clementine.
SamplePower in
action: cancer treatment - (7KB)
Review this online example to see how SamplePower finds the right sample size
for a cancer treatment study.
SigmaPlot
8.0 new features movie - (1160KB)
Now SigmaPlot can be accessed right from an active Microsoft Excel worksheet.
Find out about more exciting features in this new version such as toolbar
palettes, on-page text editing, multiple levels of undo, automatic graph export
to Microsoft Word and much more!
SigmaPlot
and SPSS integration movie - (307KB)
Find out how you can combine SPSS 11.0's powerful analytical capabilities with
SigmaPlot, the award-winning technical graphing package. See how you can use
SigmaPlot within SPSS to create high-quality charts and graphs that clearly
present your results.
SmartViewer
Web Server Test Center - (4KB)
Interact with SmartViewer Web Server in the online test center.
SPSS and Database Marketing
- (125KB)
SPSS and Database Marketing
SPSS ASCII - (177KB)
SPSS base output in ASCII format
SPSS Chart types -
(700KB)
Create new chart types for a unique and in-depth picture of your data
SPSS Charts for presentation
- (2200KB)
Control every chart element for professional looking charts that really show off
your analysis
SPSS Coach - (57KB)
SPSS Statistics Coach
SPSS Data exploration using
charts - (1050KB)
Explore your data with charts that feature unique SPSS pivoting technology
SPSS Data source
management - (963KB)
Streamline data management for databases, surveys and downloaded data sets
See examples of:
- Direct data interfaces
- Database Capture Wizard
- Database Access Administrator
- Text Wizard
SPSS Easy data management
- (744KB)
Work easier with significantly better data management
SPSS Flexible output -
(943KB)
Create more flexible output
SPSS New chart features -
(1692KB)
Improve comparisons with expanded Interactive Graphs and enhanced customization
options See examples of:
- New area graphs
- Double axes charts
- References lines on charts
- Data transformation using the NTILES program
SPSS Pivot Tables - (50KB)
SPSS Pivot Tables
SPSS Report OLAP -
(1277KB)
Report OLAP: Transform a table into a graph for more visually compelling
information See examples of:
- Table to chart
- New stacked bar charts
- Hiding categories
TextSmart in
action: survey response analysis - (6KB)
Review this online example to see how TextSmart analyzes open-ended responses to
a customer survey.
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