Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences Ebook

Gilbert Ritschard , John J. Mcardle
Publication: Routledge
 
Is my Device Supported?


Sorry, this ebook is not available for sale. Please take a look at other works by author, or good alternatives from the same category.

Description

This book reviews the latest techniques in exploratory data mining (EDM) for the analysis of data in the social and behavioral sciences to help researchers assess the predictive value of different combinations of variables in large data sets. Methodological findings and conceptual models that explain reliable EDM techniques for predicting and understanding various risk mechanisms are integrated throughout. Numerous examples illustrate the use of these techniques in practice. Contributors provide insight through hands-on experiences with their own use of EDM techniques in various settings. Readers are also introduced to the most popular EDM software programs. A related website at http://mephisto.unige.ch/pub/edm-book-supplement/offers color versions of the book’s figures, a supplemental paper to chapter 3, and R commands for some chapters.

The results of EDM analyses can be perilous- they are often taken as predictions with little regard for cross-validating the results. This carelessness can be catastrophic in terms of money lost or patients misdiagnosed. This book addresses these concerns and advocates for the development of checks and balances for EDM analyses. Both the promises and the perils of EDM are addressed.

Editors McArdle and Ritschard taught the “Exploratory Data Mining” Advanced Training Institute of the American Psychological Association (APA) . All contributors are top researchers from the US and Europe. Organized into two parts—methodology and applications, the techniques covered include decision, regression, and SEM tree models, growth mixture modeling, and time based categorical sequential analysis. Some of the applications of EDM (and the corresponding data) explored include:

selection to college based on risky prior academic profiles

the decline of cognitive abilities in older persons

global perceptions of stress in adulthood

predicting mortality from demographics and cognitive abilities

risk factors during pregnancy and the impact on neonatal development

Intended as a reference for researchers, methodologists, and advanced students in the social and behavioral sciences including psychology, sociology, business, econometrics, and medicine, interested in learning to apply the latest exploratory data mining techniques. Prerequisites include a basic class in statistics.

Should you buy this Ebook?

We've put together a collection of resources to help you make a decision regarding whether you should buy this Ebook from us.

  1. Is your device one of these? Ebook reading software will work on the following devices: Windows, Mac, Android 2.2+ Devices, IPad (iOS 3+), IPhone (iOS 3+), Kindle Fire. Several other devices are also supported by the software.
  2. Compare prices. Our price is $71.95. If you would like to research our competitors to see their prices. Here're some places to look:
  3. Why should you buy Ebooks from onlinebookplace.com?

    We've had 1000s of downloads so far and with over 300000+ Ebooks to choose from, onlinebookplace.com is becoming a favorite Ebook Store for many. Allow us to win you over with our competitive pricing, upfront policies and diligent customer service.

    We're Upfront:

    • Every Ebook page on onlinebookplace.com has information on restrictions that publishers have placed on the Ebook along with a clear indication of software required to read the Ebooks.
    • If ratings for an Ebook are available from one of several sources online, then we've attempted to get those to help you make a better purchasing decision about the Ebook. Reviews from Goodreads (a popular reviews site) are provided on the same if they're available.
    • In most cases, we've also attempted to get you links to the Ebook on our competitor's site so that you can compare prices with relative ease.
    • We use McAfee to scan for any vulnerabilities in the system to ensure that any information that you give us does not fall into the wrong hands.
    • We use Paypal, a trusted 3rd party payment provider to accept Payments -- your payment information doen't reside with us. Any information that does end up with us is safe.

Check below for device compatibility and any free 3rd-party software requirements. Choice of what ebook reading app to use is yours, we only present a few common apps that several customers of ours have preferred. You should be able to transfer your purchase to more than one (upto 6) compatible devices as long as your ebook-reading apps have been registered with the same Adobe ID before opening the file.

Computers/laptops/Mac

Windows/Mac PC or Laptop

Free app Adobe Reader required.

Android

Android 2.1+

Most Android devices already have ability to open this format. In case your hardware doesn't, then Adobe Reader may need to be installed.

Kindle Fire (and any Android based Kindle models)

Kindle Should be able to open this format natively.

IPhone/IPad

IPad or IPhone

Most iPhone/iPad devices may already have ability to open this format. In case your hardware doesn't, then Adobe Reader may need to be installed.

Other E-Reader

Several Other devices supported

Most iPhone/iPad devices may already have ability to open PDF or EPub this format. Please refer to your device's documentation to ensure that there is support.

Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences