Module 33 Multiple Regression Examples

  • Upload
    aislin

  • View
    38

  • Download
    0

Embed Size (px)

DESCRIPTION

Module 33 Multiple Regression Examples. This module contains several examples of the use of the multiple regression analytical procedure as published in AJPH. Reviewed 19 July 05 / MODULE 33. - PowerPoint PPT Presentation

Citation preview

  • Module 33Multiple Regression ExamplesReviewed 19 July 05 / MODULE 33This module contains several examples of the use of the multiple regression analytical procedure as published in AJPH

    33 - 1

  • 33 - 2

  • 33 - 3

  • 33 - 4

    Dependent variable

    y = Quality of Well Being score (QWB) at two years

    Independent variables

    x1: Intervention

    x1 = 1 if person was in intervention group

    = 0 otherwise

    x2:QWB at baseline

    x2 = baseline score

    x3:Gender

    x3 = 1 if person was a male

    = 0 otherwise, ie a female

  • 33 - 5

    x4-5: Age

    x4 = 1 if age 75-84

    = 0 otherwise

    x5 = 1 if age 85 +

    = 0 otherwise

    x6-7: CHQ

    x6 = 1 if moderate

    = 0 otherwise

    x7 = 1 if severe

    = 0 otherwise

    x8: Physically active

    x8 = 1 if 3 times per week

    = 0 if < three times per week

  • 33 - 6

    x9: Reduced weight

    x9 = 1 if tried to lose weight

    = 0 otherwise

    x10:Medigap (Other insurance)

    x10 = 1 if Medigap insurance

    = 0 if otherwise, ie Medicaid

    x11:Education

    x11 = education level in years

    x12:Education x Intervention interaction

    x12 = (x11)*(x1)

  • 33 - 7

  • 33 - 8

  • 33 - 9

  • 33 - 10

  • 33 - 11

  • 33 - 12

  • 33 - 13

  • 33 - 14

  • 33 - 15

  • 33 - 16

  • 33 - 17

  • 33 - 18

  • 33 - 19

  • 33 - 20

  • 33 - 21

  • 33 - 22

  • 33 - 23

  • 33 - 24

  • 33 - 25

  • 33 - 26

  • 33 - 27

  • 33 - 28

  • 33 - 29

  • 33 - 30

  • 33 - 31

  • 33 - 32

  • 33 - 33

  • 33 - 34