vehicles

These data are the specification of 30 vehicles in terms of various characteristics.

datasets

Different methods for PLS analysis of
one or two data tables such as Tucker's Inter-Battery, NIPALS,
SIMPLS, SIMPLS-CA, PLS Regression, and PLS Canonical Analysis.
The main reference for this software is the awesome book (in
French) 'La Regression PLS: Theorie et Pratique' by Michel
Tenenhaus.

Frederic Bertrand

plsdepot

Partial Least Squares (PLS) Data Analysis Methods

Gaston Sanchez

vehicles function

A data frame with 30 observations and 16 variables.
<table class="table">
<tr><td>Num</td><td>Variable</td><td>Description</td></tr>
<tr><td>1</td><td>diesel</td><td>Diesel fuel-type</td></tr>
<tr><td>2</td><td>turbo</td><td>Turbo aspiration</td></tr>
<tr><td>3</td><td>two.doors</td><td>Vechicles with two doors</td></tr>
<tr><td>4</td><td>hatchback</td><td>Hatchback body-style</td></tr>
<tr><td>5</td><td>wheel.base</td><td>Wheel base</td></tr>
<tr><td>6</td><td>length</td><td>Length</td></tr>
<tr><td>7</td><td>width</td><td>Width</td></tr>
<tr><td>8</td><td>height</td><td>Height</td></tr>
<tr><td>9</td><td>curb.weight</td><td>Curb weight</td></tr>
<tr><td>10</td><td>eng.size</td><td>Engine size</td></tr>
<tr><td>11</td><td>horsepower</td><td>Horsepower</td></tr>
<tr><td>12</td><td>peak.rpm</td><td>Peak revolutions per minute</td></tr>
<tr><td>13</td><td>price</td><td>Price in dollars</td></tr>
<tr><td>14</td><td>symbol</td><td>Insurance risk rating</td></tr>
<tr><td>15</td><td>city.mpg</td><td>Fuel consume in city</td></tr>
<tr><td>16</td><td>highway.mpg</td><td>Fuel consume in highway</td></tr>
</table>

Format

Vehicles data set — vehicles

A data frame with 30 observations and 16 variables.
<table class='table'>
<tr><td>Num</td><td>Variable</td><td>Description</td></tr>
<tr><td>1</td><td>diesel</td><td>Diesel fuel-type</td></tr>
<tr><td>2</td><td>turbo</td><td>Turbo aspiration</td></tr>
<tr><td>3</td><td>two.doors</td><td>Vechicles with two doors</td></tr>
<tr><td>4</td><td>hatchback</td><td>Hatchback body-style</td></tr>
<tr><td>5</td><td>wheel.base</td><td>Wheel base</td></tr>
<tr><td>6</td><td>length</td><td>Length</td></tr>
<tr><td>7</td><td>width</td><td>Width</td></tr>
<tr><td>8</td><td>height</td><td>Height</td></tr>
<tr><td>9</td><td>curb.weight</td><td>Curb weight</td></tr>
<tr><td>10</td><td>eng.size</td><td>Engine size</td></tr>
<tr><td>11</td><td>horsepower</td><td>Horsepower</td></tr>
<tr><td>12</td><td>peak.rpm</td><td>Peak revolutions per minute</td></tr>
<tr><td>13</td><td>price</td><td>Price in dollars</td></tr>
<tr><td>14</td><td>symbol</td><td>Insurance risk rating</td></tr>
<tr><td>15</td><td>city.mpg</td><td>Fuel consume in city</td></tr>
<tr><td>16</td><td>highway.mpg</td><td>Fuel consume in highway</td></tr>
</table>

vehicles: Vehicles data set

Description

Arguments

Format

Examples

Num	Variable	Description
1	diesel	Diesel fuel-type
2	turbo	Turbo aspiration
3	two.doors	Vechicles with two doors
4	hatchback	Hatchback body-style
5	wheel.base	Wheel base
6	length	Length
7	width	Width
8	height	Height
9	curb.weight	Curb weight
10	eng.size	Engine size
11	horsepower	Horsepower
12	peak.rpm	Peak revolutions per minute
13	price	Price in dollars
14	symbol	Insurance risk rating
15	city.mpg	Fuel consume in city
16	highway.mpg	Fuel consume in highway