orrelation and Regression with SPSS

Correlation and Regression with SPSS

As you work through this SPSS exercise, consider the application of the correlation and regression analysis to your research topic.

To prepare for this Application:

• Review the assigned pages in Chapter 16 in the course text Research Methods in the Social Sciences.
• Review the video program for this week, located in the Learning Resources.
• Review Lessons 31 and 33 in the course text Using SPSS for Windows and Macintosh: Analyzing and Understanding Data.
• Access the gss04student_corrected dataset in the Course Information area of the classroom to use for this Application

The assignment:

• Craft up to a one page double-spaced write up of the statistical results (include any additional pages needed for any APA tables or graphs and the SPSS syntax and output) in which you do the following:
• State the statistical assumptions for this test.Using the data set you have selected, choose two continuous or metric variables for which you would like to test a relationship.Develop the null hypothesis and the alternative hypothesis.Use SPSS to calculate a correlation coefficient and a simple linear regression. You can decide which should be the independent (predictor) variable and which should be the dependent (criterion) variable.Decide whether to reject or retain the null hypothesis.Generate a scatterplot to visually assess the relationship between two variables.Generate syntax and output files in SPSS. You will need to copy and paste these into your Application document.Based on your SPSS analysis, report the results using correct APA format. Your report should include the following:SPSS syntax and output files

Salkind_datasets/Crab Scale Results.sav

Salkind_datasets/Lesson 10/Lesson 10 Excel File.xls

Salkind_datasets/Lesson 16/Lesson 16 Data File 1.sav

Salkind_datasets/Lesson 19/Lesson 19 Data File 1.sav

Salkind_datasets/Lesson 19/Lesson 19 Exercise File 1.sav

Salkind_datasets/Lesson 19/Lesson 19 Exercise File 3.sav

Salkind_datasets/Lesson 19/Lesson 19 Exercise File 2.sav

Salkind_datasets/Lesson 20/Lesson 20 Exercise File 1.sav

Salkind_datasets/Lesson 20/Lesson 20 Data File 1.sav

Salkind_datasets/Lesson 20/Lesson 20 Exercise File 2.sav

Salkind_datasets/Lesson 21/Lesson 21 Exercise File 1.sav

Salkind_datasets/Lesson 21/Lesson 21 Exercise File 2.sav

Salkind_datasets/Lesson 21/Lesson 21 Data File 1.sav

Salkind_datasets/Lesson 22/Lesson 22 Data File 1.sav

Salkind_datasets/Lesson 22/Lesson 22 Exercise File 1.sav

Salkind_datasets/Lesson 23/Lesson 23 Data File 1.sav

Salkind_datasets/Lesson 22/Lesson 22 Exercise File 2.sav

Salkind_datasets/Lesson 23/Lesson 23 Exercise File 2.sav

Salkind_datasets/Lesson 23/Lesson 23 Exercise File 1.sav

Salkind_datasets/Lesson 24/Lesson 24 Exercise File 1.sav

Salkind_datasets/Lesson 24/Lesson 24 Exercise File 2.sav

Salkind_datasets/Lesson 25/Lesson 25 Data File 1.sav

Salkind_datasets/Lesson 24/Lesson 24 Data File 1.sav

Salkind_datasets/Lesson 25/Lesson 25 Exercise File 1.sav

Salkind_datasets/Lesson 26/Lesson 26 Data File 1.sav

Salkind_datasets/Lesson 26/Lesson 26 Data File 2.sav

Salkind_datasets/Lesson 25/Lesson 25 Exercise File 2.sav

Salkind_datasets/Lesson 26/Lesson 26 Exercise File 1.sav

Salkind_datasets/Lesson 27/Lesson 27 Data File 1.sav

Salkind_datasets/Lesson 27/Lesson 27 Exercise File 1.sav

Salkind_datasets/Lesson 26/Lesson 26 Exercise File 2.sav

Salkind_datasets/Lesson 27/Lesson 27 Exercise File 2.sav

Salkind_datasets/Lesson 28/Lesson 28 Data File 1.sav

Salkind_datasets/Lesson 28/Lesson 28 Exercise File 2.sav

Salkind_datasets/Lesson 28/Lesson 28 Exercise File 1.sav

Salkind_datasets/Lesson 29/Lesson 29 Exercise FIle 1.sav

Salkind_datasets/Lesson 29/Lesson 29 Data File 1.sav

Salkind_datasets/Lesson 30/Lesson 30 Data File 1.sav

Salkind_datasets/Lesson 29/Lesson 29 Exercise FIle 2.sav

Salkind_datasets/Lesson 30/Lesson 30 Exercise File 2.sav

Salkind_datasets/Lesson 30/Lesson 30 Exercise File 1.sav

Salkind_datasets/Lesson 31/Lesson 31 Data File 1.sav

Salkind_datasets/Lesson 31/Lesson 31 Exercise File 1.sav

Salkind_datasets/Lesson 32/Lesson 32 Data File 1.sav

Salkind_datasets/Lesson 31/Lesson 31 Exercise File 2.sav

Salkind_datasets/Lesson 32/Lesson 32 Exercise File 2.sav

Salkind_datasets/Lesson 32/Lesson 32 Exercise File 1.sav

Salkind_datasets/Lesson 33/Lesson 33 Exercise File 1.sav

Salkind_datasets/Lesson 33/Lesson 33 Data File 1.sav

Salkind_datasets/Lesson 33/Lesson 33 Exercise FIle 2.sav

Salkind_datasets/Lesson 34/Lesson 34 Data File 1.sav

Salkind_datasets/Lesson 34/Lesson 34 Exercise File 2.sav

Salkind_datasets/Lesson 34/Lesson 34 Exercise File 1.sav

Salkind_datasets/Lesson 35/Lesson 35 Data File 1.sav

Salkind_datasets/Lesson 35/Lesson 35 Exercise File 2.sav

Salkind_datasets/Lesson 35/Lesson 35 Exercise File 1.sav

Salkind_datasets/Lesson 36/Lesson 36 Data File 1.sav

Salkind_datasets/Lesson 36/Lesson 36 Exercise File 1.sav

Salkind_datasets/Lesson 37/Lesson 37 Exercise File 1.sav

Salkind_datasets/Lesson 37/Lesson 37 Exercise File 2.sav

Salkind_datasets/Lesson 37/Lesson 37 Data File 1.sav

Salkind_datasets/Lesson 38/Lesson 38 Data FIle 1.sav

Salkind_datasets/Lesson 38/Lesson 38 Exercise File 1.sav

Salkind_datasets/Lesson 38/Lesson 38 Exercise File 2.sav

Salkind_datasets/Lesson 39/Lesson 39 Data File 1.sav

Salkind_datasets/Lesson 39/Lesson 39 Exercise File 2.sav

Salkind_datasets/Lesson 39/Lesson 39 Exercise File 1.sav

Salkind_datasets/Lesson 40/Lesson 40 Exercise File 1.sav

Salkind_datasets/Lesson 40/Lesson 40 Data File 1.sav

Salkind_datasets/Lesson 41/Lesson 41 Exercise File 1.sav

Salkind_datasets/Lesson 41/Lesson 41 Data File 1.sav

Salkind_datasets/Lesson 42/Lesson 42 Exercise File 1.sav

Salkind_datasets/Lesson 42/Lesson 42 Data File 1.sav

Salkind_datasets/Lesson 43/Lesson 43 Exercise File 1.sav

Salkind_datasets/Lesson 43/Lesson 43 Exercise File 2.sav

Salkind_datasets/Lesson 43/Lesson 43 Data File 1.sav

Salkind_datasets/Lesson 44/Lesson 44 Data File 1.sav

Salkind_datasets/Lesson 44/Lesson 44 Exercise File 1.sav

Salkind_datasets/Lesson 45/Lesson 45 Data File 1.sav

Salkind_datasets/Lesson 45/Lesson 45 Exercise File 1.sav

Salkind_datasets/Lesson 6/Lesson 6 Data File 1.sav

Salkind_datasets/Lesson 7/Lesson 7 Data File 1.sav

Salkind_datasets/Lesson 8/Lesson 8 Data File 1.sav

Salkind_datasets/Lesson 8/Lesson 8 Exercise 1.sav

Salkind_datasets/Lesson 9/Lesson 9 Data File 1.sav

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/OrigFontName ~ d & E/FontInfo ~ d}{! ! ! ! !}?}b/mFS{makefont
Pscript_Windows_Font 3 1 $ put}b/mF42D{0 copyfont `/FontName ~ d 2 copy ~ sub 1
add dict `/.notdef 0 d 2 copy 1 ~{@ 3 ^ sub Encoding ~ get ~ d}for & E
/CharStrings ~ d ! ! & @ E/FontName get ~ definefont}b/mF42{15 dict ` @ 4 1 $
FontName ~ d/FontType 0 d/FMapType 2 d/FontMatrix[1 0 0 1 0 0]d 1 ^ 254 add 255
idiv @ array/Encoding ~ d 0 1 3 -1 $ 1 sub{@ Encoding 3 1 $ put}for/FDepVector
Encoding length array d/CharStrings 2 dict `/.notdef 0 d & E d 0 1 Encoding
length 1 sub{@ @ 10 lt{! FontName length 1 add string}{100 lt{FontName length 2
add string}{FontName length 3 add string}?}? @ 0 FontName @ length string cvs
putinterval @ 3 -1 $ @ 4 1 $ 3 string cvs FontName length ~ putinterval cvn 1 ^
256 mul @ 255 add 3 -1 $ 4 ^ findfont mF42D FDepVector 3 1 $ put}for & @ E
/FontName get ~ definefont ! ! ! mF}b/mF_OTF_V{~ ! ~ ! 4 -1 $ ! findfont 2 ^ ~
definefont fM @ @ 4 6 -1 $ neg put 5 0 put 90 matrix R matrix concatmatrix
makefont Pscript_Windows_Font 3 1 $ put}b/mF_TTF_V{3{~ !}repeat 3 -1 $ !
findfont 1 ^ ~ definefont Pscript_Windows_Font 3 1 $ put}b/UmF{L2?
{Pscript_Windows_Font ~ undef}{!}?}b/UmF42{@ findfont/FDepVector get{/FontName
get undefinefont}forall undefinefont}b
%%EndResource
end reinitialize
Pscript_WinNT_Incr begin
%%BeginResource: file Pscript_Encoding256 5.0 0
/CharCol256Encoding[/.notdef/breve/caron/dotaccent/dotlessi/fi/fl/fraction
/hungarumlaut/Lslash/lslash/minus/ogonek/ring/Zcaron/zcaron/.notdef/.notdef
/.notdef/.notdef/.notdef/.notdef/.notdef/.notdef/.notdef/.notdef/.notdef
/.notdef/.notdef/.notdef/.notdef/.notdef/space/exclam/quotedbl/numbersign
/dollar/percent/ampersand/quotesingle/parenleft/parenright/asterisk/plus/comma
/hyphen/period/slash/zero/one/two/three/four/five/six/seven/eight/nine/colon
/semicolon/less/equal/greater/question/at/A/B/C/D/E/F/G/H/I/J/K/L/M/N/O/P/Q/R/S
/T/U/V/W/X/Y/Z/bracketleft/backslash/bracketright/asciicircum/underscore/grave
/a/b/c/d/e/f/g/h/i/j/k/l/m/n/o/p/q/r/s/t/u/v/w/x/y/z/braceleft/bar/braceright
/asciitilde/.notdef/Euro/.notdef/quotesinglbase/florin/quotedblbase/ellipsis
/dagger/daggerdbl/circumflex/perthousand/Scaron/guilsinglleft/OE/.notdef
/.notdef/.notdef/.notdef/quoteleft/quoteright/quotedblleft/quotedblright/bullet
/endash/emdash/tilde/trademark/scaron/guilsinglright/oe/.notdef/.notdef
/Ydieresis/.notdef/exclamdown/cent/sterling/currency/yen/brokenbar/section
/dieresis/copyright/ordfeminine/guillemotleft/logicalnot/.notdef/registered
/macron/degree/plusminus/twosuperior/threesuperior/acute/mu/paragraph
/periodcentered/cedilla/onesuperior/ordmasculine/guillemotright/onequarter
/onehalf/threequarters/questiondown/Agrave/Aacute/Acircumflex/Atilde/Adieresis
/Aring/AE/Ccedilla/Egrave/Eacute/Ecircumflex/Edieresis/Igrave/Iacute
/Icircumflex/Idieresis/Eth/Ntilde/Ograve/Oacute/Ocircumflex/Otilde/Odieresis
/multiply/Oslash/Ugrave/Uacute/Ucircumflex/Udieresis/Yacute/Thorn/germandbls
/agrave/aacute/acircumflex/atilde/adieresis/aring/ae/ccedilla/egrave/eacute
/ecircumflex/edieresis/igrave/iacute/icircumflex/idieresis/eth/ntilde/ograve
/oacute/ocircumflex/otilde/odieresis/divide/oslash/ugrave/uacute/ucircumflex
/udieresis/yacute/thorn/ydieresis]def EncodeDict/256 CharCol256Encoding put
%%EndResource
end reinitialize
%%IncludeResource: font Times-Roman
Pscript_WinNT_Incr begin
%%BeginResource: file Pscript_Win_Euro_L2 5.0 0
/UseT3EuroFont{/currentdistillerparams where{pop currentdistillerparams
/CoreDistVersion get 4000 le}{false}ifelse}bind def/NewEuroT3Font?{dup/FontType
get 3 eq{dup/EuroFont known exch/BaseFont known and}{pop false}ifelse}bind def
/T1FontHasEuro{dup/CharStrings known not{dup NewEuroT3Font?{dup/EuroGlyphName
get exch/EuroFont get/CharStrings get exch known{true}{false}ifelse}{pop false}
ifelse}{dup/FontType get 1 eq{/CharStrings get/Euro known}{dup/InfoDict known{
/InfoDict get/Euro known}{/CharStrings get/Euro known}ifelse}ifelse}ifelse}bind
def/FontHasEuro{findfont dup/Blend known{pop true}{T1FontHasEuro}ifelse}bind
def/EuroEncodingIdx 1 def/EuroFontHdr{12 dict begin/FontInfo 10 dict dup begin
/version(001.000)readonly def/Notice(Copyright (c)1999 Adobe Systems
Incorporated. All Rights Reserved.)readonly def/FullName(Euro)readonly def
/FamilyName(Euro)readonly def/Weight(Regular)readonly def/isFixedPitch false
def/ItalicAngle 0 def/UnderlinePosition -100 def/UnderlineThickness 50 def end
readonly def/FontName/Euro def/Encoding 256 array 0 1 255{1 index exch/.notdef
put}for def/PaintType 0 def/FontType 1 def/FontMatrix[0.001 0 0 0.001 0 0]def
/FontBBox{-25 -23 1500 804}readonly def currentdict end dup/Private 20 dict dup
begin/ND{def}def/NP{put}def/lenIV -1 def/RD{string currentfile exch
readhexstring pop}def/-|{string currentfile exch readstring pop}executeonly def
/|-{def}executeonly def/|{put}executeonly def/BlueValues[-20 0 706 736 547 572]
|-/OtherBlues[-211 -203]|-/BlueScale 0.0312917 def/MinFeature{16 16}|-/StdHW
[60]|-/StdVW[71]|-/ForceBold false def/password 5839 def/Erode{8.5 dup 3 -1
roll 0.1 mul exch 0.5 sub mul cvi sub dup mul 71 0 dtransform dup mul exch dup
mul add le{pop pop 1.0 1.0}{pop pop 0.0 1.5}ifelse}def/OtherSubrs[{}{}{}
{systemdict/internaldict known not{pop 3}{1183615869 systemdict/internaldict
get exec dup/startlock known{/startlock get exec}{dup/strtlck known{/strtlck
get exec}{pop 3}ifelse}ifelse}ifelse}executeonly]|-/Subrs 5 array dup 0
<8E8B0C100C110C110C210B>put dup 1<8B8C0C100B>put dup 2<8B8D0C100B>put dup 3<0B>
put dup 4<8E8C8E0C100C110A0B>put |- 2 index/CharStrings 256 dict dup begin
/.notdef<8b8b0d0e>def end end put put dup/FontName get exch definefont pop}bind
def/AddEuroGlyph{2 index exch EuroEncodingIdx 1 eq{EuroFontHdr}if systemdict
begin/Euro findfont dup dup/Encoding get 5 1 roll/Private get begin/CharStrings
get dup 3 index known{pop pop pop pop end end}{begin 1 index exch def end end
end EuroEncodingIdx dup 1 add/EuroEncodingIdx exch def exch put}ifelse}bind def
/GetNewXUID{currentdict/XUID known{[7 XUID aload pop]true}{currentdict/UniqueID
known{[7 UniqueID]true}{false}ifelse}ifelse}bind def/BuildT3EuroFont{exch 16
dict begin dup/FontName exch def findfont dup/Encoding get/Encoding exch def
dup length 1 add dict copy dup/FID undef begin dup dup/FontName exch def
/Encoding 256 array 0 1 255{1 index exch/.notdef put}for def GetNewXUID{/XUID
exch def}if currentdict end definefont pop/BaseFont exch findfont 1000
scalefont def/EuroFont exch findfont 1000 scalefont def pop/EuroGlyphName exch
def/FontType 3 def/FontMatrix[.001 0 0 .001 0 0]def/FontBBox BaseFont/FontBBox
get def/Char 1 string def/BuildChar{exch dup begin/Encoding get 1 index get
/Euro eq{BaseFont T1FontHasEuro{false}{true}ifelse}{false}ifelse{EuroFont
setfont pop userdict/Idx 0 put EuroFont/Encoding get{EuroGlyphName eq{exit}
{userdict/Idx Idx 1 add put}ifelse}forall userdict/Idx get}{dup dup Encoding
exch get BaseFont/Encoding get 3 1 roll put BaseFont setfont}ifelse Char 0 3 -1
roll put Char stringwidth newpath 0 0 moveto Char true charpath flattenpath
pathbbox setcachedevice 0 0 moveto Char show end}bind def currentdict end dup
/FontName get exch definefont pop}bind def/AddEuroToT1Font{dup findfont dup
length 10 add dict copy dup/FID undef begin/EuroFont 3 -1 roll findfont 1000
scalefont def CharStrings dup length 1 add dict copy begin/Euro{EuroFont
setfont pop EuroGBBox aload pop setcachedevice 0 0 moveto EuroGName glyphshow}
bind def currentdict end/CharStrings exch def GetNewXUID{/XUID exch def}if 3 1
roll/EuroGBBox exch def/EuroGName exch def currentdict end definefont pop}bind
def/BuildNewFont{UseT3EuroFont{BuildT3EuroFont}{pop AddEuroToT1Font}ifelse}bind
def/UseObliqueEuro{findfont/FontMatrix get dup 2 get 0 eq exch dup 0 get exch 3
get eq and UseT3EuroFont or}bind def
%%EndResource
end reinitialize
7500 VM?
/Times-Roman FontHasEuro not
{
/Euro.Times-Roman
[500 0 24 -14 493 676 ]

AddEuroGlyph
/Euro /Times-Roman /Times-Roman-Copy BuildNewFont
} if
F /F0 0 /256 T /Times-Roman mF
/F0S32 F0 [50 0 0 -50 0 0 ] mFS
F0S32 Ji
1006 164 M (Lesson 9 Data File 1)[30 22 19 19 26 24 13 25 13 36 22 15 22 13 27 12 12 22 13 0]xS
N 325 3022 461 57 rp C
1 0 scol L 0 0 scol 325 3067 M (6/29/2006 8:10:53 AM)[25 14 25 25 14 25 25 25 25 13 25 14 25 25 14 25 25 13 35 0]xS
N 2038 3022 64 57 rp C
1 0 scol L 0 0 scol 2038 3067 M (1/1)[25 14 0]xS
: N 788 447 853 6 rp C
L ; : N 788 875 853 6 rp C
L ; : N 788 447 6 434 rp C
L ; : N 1634 447 7 434 rp C
L ; : N 791 450 843 66 rp C
1 0 scol L ; 1006 498 M (weight)[36 22 12 25 24 0]xS
1238 498 M (height)[24 22 12 25 24 0]xS
1444 498 M (strength)[19 15 17 22 24 25 15 0]xS
: N 791 450 843 3 rp C
L ; : N 959 516 675 72 rp C
1 0 scol L ; : N 791 516 168 72 rp C
1 0 scol L ; 925 564 M (1)S
1100 564 M (132)[25 25 0]xS
1350 564 M (68)[25 0]xS
1600 564 M (5)S
: N 791 516 843 3 rp C
L ; : N 959 588 675 71 rp C
1 0 scol L ; : N 791 588 168 71 rp C
1 0 scol L ; 925 636 M (2)S
1100 636 M (155)[25 25 0]xS
1350 636 M (71)[25 0]xS
1600 636 M (4)S
: N 791 588 843 3 rp C
L ; : N 959 659 675 72 rp C
1 0 scol L ; : N 791 659 168 72 rp C
1 0 scol L ; 925 708 M (3)S
1100 708 M (215)[25 25 0]xS
1350 708 M (76)[25 0]xS
1600 708 M (1)S
: N 791 659 843 4 rp C
L ; : N 959 731 675 72 rp C
1 0 scol L ; : N 791 731 168 72 rp C
1 0 scol L ; 925 779 M (4)S
1100 779 M (165)[25 25 0]xS
1350 779 M (72)[25 0]xS
1600 779 M (2)S
: N 791 731 843 3 rp C
L ; : N 959 803 675 72 rp C
1 0 scol L ; : N 791 803 168 72 rp C
1 0 scol L ; 925 851 M (5)S
1100 851 M (178)[25 25 0]xS
1350 851 M (71)[25 0]xS
1600 851 M (3)S
: N 791 803 843 3 rp C
L ; : N 791 450 3 425 rp C
L ; : N 959 450 4 425 rp C
L ; : N 1184 450 4 425 rp C
L ; : N 1409 450 4 425 rp C
L ; LH
(%%[Page: 1]%%) =
%%PageTrailer
%%Trailer
%%BoundingBox: 15 13 597 780
%%DocumentNeededResources:
%%+ font Times-Roman
%%DocumentSuppliedResources:
%%+ procset Pscript_WinNT_ErrorHandler 5.0 0
%%+ procset Pscript_FatalError 5.0 0
%%+ procset Pscript_Win_Basic 5.0 0
%%+ procset Pscript_Win_Utils_L2 5.0 0
%%+ procset Pscript_Win_GdiObject 5.0 0
%%+ procset Pscript_Win_GdiObject_L2 5.0 0
%%+ procset Pscript_Text 5.0 0
%%+ procset Pscript_Encoding256 5.0 0
%%+ procset Pscript_Win_Euro_L2 5.0 0
Pscript_WinNT_Incr dup /terminate get exec
ehsave restore
%%Pages: 1
(%%[LastPage]%%) =
%%EOF
��%-12345X@PJL EOJ
�%-12345X

Salkind_datasets/Teacher Scale – Add Data.sav

Salkind_datasets/Teacher Scale Results.sav

Salkind_datasets/stroke_invalid.sav