Multivariate Regression

✓ Compatible with desktop and web

 

Description

Here, we’ve exposed the process and script behind building a multivariate regression analysis. In this dataset, there are hourly readings from a power plant for the following variables:

  1. Ambient Pressure
  2. Temperature
  3. Exhaust Vacuum
  4. Relative Humidity

All of these are possible contributing factors to Net Energy Output. In this DXP, we are going to replicate the basic Spotfire features for multivariate regression using TERR.

Exposing the process and the script will allow you to further customize the process, use alternate models, or expand your control over the output.

Features

The Multivariate Regression template demonstrates the TERR function for modeling a multivariate regression. Includes a sample data set, basic MVR model in Spotfire, and MVR using TERR Script.

Lichman, M. (2013). UCI Machine Learning Repository [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California, School of Information and Computer Science.

Installation

A template is an analysis file created in TIBCO Spotfire. The intended use is to replace the data and utilize the configured visualizations and calculations.

  1. Download the template to your personal machine. Login into your own Spotfire server and open the downloaded file.
  2. Review the tables shown on the data load page. These are the tables you'll replace.
  3. Replace the data with another Excel sheet or connect the template directly to your database or platform.
  4. Customize with your own data. You are free to embed and incorporate your template into other projects.
  5. All done!

Spotfire Templates are provided as is and do not require licenses.

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Multivariate Regression

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Product Details
Release date: February 1, 2016
Last updated: January 29, 2016
Current version: 1.0
Software application type: Spotfire Template
File format: .dxp
File size: 1 mb
Requirements: TIBCO Spotfire 7.0 Professional
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