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MPV (version 1.64)

Data Sets from Montgomery, Peck and Vining

Description

Most of this package consists of data sets from the textbook Introduction to Linear Regression Analysis, by Montgomery, Peck and Vining. All data sets from the 3rd edition are included and many from the 6th edition are also included. The package also contains some additional data sets and functions.

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Install

install.packages('MPV')

Monthly Downloads

3,448

Version

1.64

License

Unlimited

Maintainer

Last Published

August 17th, 2024

Functions in MPV (1.64)

Local Polynomial Bias

PRESS statistic

Local Polynomial Bias and Variability

Graphical ANOVA Plot

Biochemical Oxygen Demand

Graphical Regression Plot

Graphical F Plot for Significance in Regression

Earthquakes Data

Natural Gas Consumption in a Single-Family Residence

Micro-fires recorded in a lab setting

Length Guesses Data

Confidence Intervals for Bias Corrected Local Regression

Data For Problem 11-12

Data set for Problem 11-15

Table B21 - Cement Data

Cigarette Butts

Bias for Bias-Corrected Local Polynomial Regression

Lesions in Rat Colons

Data Set for Problem 13-2

Analysis of Variance Plot for Regression

Plot of Multipliers in Regression ANOVA Plot

Data Set for Problem 12-16

Data Set for Problem 5-24

Motor Vibration Data

Winnipeg Maximum Temperatures

Blood Pressure Measurements on a Single Adult Male

Data Set for Problem 5-3

Data Set for Problem 12-11

Data Set for Problem 13-20

Data Set for Problem 7-4

Data Set for Problem 14-1

Data Set for Problem 12-8

Data Set for Problem 7-6

Data Set for Problem 2-15

Data Set for Problem 13-3

Data Set for Problem 13-7

Data Set for Problem 12-12

Data Set for Problem 13-1

Data Set for Problem 5-13

Data Set for Problem 13-16

Data Set for Problem 2-16

Data Set for Problem 5-12

Data Set for Problem 13-4

Data Set for Problem 4-18

Data Set for Problem 13-5

Data Set for Problem 4-19

Data Set for Problem 13-6

Data Set for Problem 2-13

Data Set for Problem 2-14

Data Set for Problem 2-10

Stain Removal Data

Data Set for Problem 7-2

Data Set for Problem 4-20

Data Set for Problem 5-4

Data Set for Problem 7-16

Data Set for Problem 5-5

Data Set for Problem 2-12

Data Set for Problem 2-17

Data Set for Problem 5-1

Data Set for Problem 2-18

Data Set for Problem 7-20

Data Set for Problem 14-2

Table B15 - Air Pollution and Mortality Data

Data Set for Problem 5-10

Data Set for Problem 5-11 of the Third Edition of MPV

Data Set for Table B9

Seismic Timing Data

Data Set for Problem 15-4

Data Set for Problem 2-7

Table B16 Data Set

Data Set for Problem 8-11

Data Set for Problem 2-9

Data Set for Problem 8-3

Data Set for Problem 7-1

Data Set for Problem 7-11

Data Set for Problem 7-18

Data Set for Problem 5-2

Data Set for Problem 5-21

Data Set for Problem 7-19

Table B22 - Baseball Data

Data Set for Problem 8-16

Length Measurements on Rectangular Objects

Pseudorandom Number Testing via Random Forest

Data Set for Problem 7-17

Data Set for Problem 7-13

Data Set for Problem 5-22

Data Set for Problem 5-23

QQ Plot for Analysis of Variance

Measurements of the Widths of Book Covers

Table B25 Golf Data

Quadratic Overlay

Pathological Example

Sample of Loblolly Pine Data

Data Set for Table B6

Data Set for Problem 7-15

Weather Observations for Three Stations in Northwestern Ontario

Data Set for Problem 9-10

Graphical t Test for Regression

Table B24 - Rental Data

Data Set for Table B7

Data Set for Table B5

Winnipeg Wind Speed