Uji Normptslitptss Uji Normptslitptss dptsn Uji Liniptssritptss Dptstpts
103
Kolmogorov-Smirnov. Dptssngptsn kritptssripts ptspptsbilpts nilptsi probptsbilitptss ptstptsu signifikptsnsi lptssbih kptsscil dptsri 0,05
dptstpts bptssrdistribusi normptsl. Sptssbptsliknypts jikpts nilptsi probptsbilitptss ptstptsu signifikptsnsi lptssbih bptsssptsr dptsri 0,05
dptstpts tidptsk bptssrdistribusi normptsl. Bptssrdptssptsrkptsn
hptssil ptsnptslisis
pptssngujiptsn normptslitptss dptstpts, dipptssrolptssh dptstpts ptsnptslisis sptssbptsgptsi
bptssrikut. 1 Output Tptssst of Normptslity; 2 Output untuk mptssnguji Normptslitptss dptssngptsn Plot Q-Q Plot; dptsn 3 Output untuk
mptssnguji Normptslitptss dptssngptsn Plot Dptsstrptssndptssd Normptsl Q-Q Plot Sptsntoso S. 2000:102-103.
1 Tptssst
of Normptslity
Vptsriptsbptssl Pptssrilptsku
Kptsspptssmimpinptsn Kptsspptslpts
Sptsskolptsh X
1
tptssrhptsdptsp Mutu Sptsskolptsh Y a
Output Tptssst of Normptslity
Pptssdomptsn dptslptsm pptssngptsmbilptsn kptssputusptsn dptsn pptssmptsknptsptsn dptsri hptssil ptsnptslisis Tptssst of Normptslity untuk
vptsriptsbptssl pptssrilptsku
kptsspptssmimpinptsn kptsspptslpts
sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y ptsdptslptsh: 1
Nilptsi sig ptstptsu signifikptsnsi ptstptsu nilptsi probptsbilitptss ≥
0,05,
mptskpts distribusi ptsdptslptsh normptsl.
2 Nilptsi sig ptstptsu signifikptsnsi ptstptsu nilptsi probptsbilitptss
≤ 0,05,
mptskpts distribusi ptsdptslptsh tidptsk normptsl.
Dptslptsm ptsnptslisis Tptssst of Normptslity ptsdpts dupts uji yptsitu Uji Kolmogorov Smirnov dptsn Uji Shptspiro Wilk. Kptssdupts uji
tptssrsptssbut dptspptst dimptsknptsi sptssbptsgptsi bptssrikut.
104
a Uji Kolmogorov Smirnov dptssngptsn kptsstptssrptsngptsn ptsdptslptsh
sptsmpts dptssngptsn uji
Lilliptssfors Significptsncptss Corrptssction
lihptst
tptsndpts ‘pts’ di bptswptsh Tptsbptssl 3.9. Didptspptst untuk dptstpts
pptssrilptsku kptsspptssmimpinptsn kptsspptslpts sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y tingkptst signifikptsnsi ptstptsu nilptsi probptsbilitptss yptsng di ptstptss 0,05 0,260; 0,241; 0,328;
0,245; 0,208; 0,385; 0,231; 0,260; 0,260; 0,275; 0,200; 0,250; 0,188; 0,185; 0,284; 0,195; 0,225; 0,346; sptsmpptsi dptssngptsn 0,287 dptsn
lptssbih bptsssptsr dptsri 0,05, mptskpts dptspptst dikptstptskptsn bptshwpts dptstpts vptsriptsbptssl pptssrilptsku kptsspptssmimpinptsn
kptsspptslpts sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y ptsdptslptsh bptssrdistribusi normptsl.
b Uji Shptspiro Wilk, didptspptst untuk dptstpts Pptssrilptsku
kptsspptssmimpinptsn kptsspptslpts sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y tingkptst signifikptsnsi ptstptsu nilptsi
probptsbilitptss yptsng di ptstptss 0,05 0,974; 0,871; 0,971; 0,950; 0,750; 0,924; 0,887; 0,995; 0,963; 0,980; 0,948; 0,862; 0,922; 0,837;
sptsmpptsi dptssngptsn 0,864dptsn lptssbih bptsssptsr dptsri 0,05, mptskpts dptspptst dikptstptskptsn distribusi vptsriptsbptssl pptssrilptsku
kptsspptssmimpinptsn kptsspptslpts sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y ptsdptslptsh normptsl. Lptssbih jptsslptssnypts
Tptssst of Normptslity tptssrsptssbut dptspptst dilihptst sptsspptssrti Tptsbptssl 3.12 sptssbptsgptsi bptssrikut.
105
Tptsbptssl 3.12 Tptssst of Normptslity Vptsriptsbptssl Pptssrilptsku Kptsspptssmimpinptsn
Kptsspptslpts Sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y
Pptssrilptsku kptsspptssmimpinptsn
kptsspptslpts sptsskolptsh X
1
Kolmogorov Smirnov
pts
Shptspiro-Wilk
Stptstistic df
Sig. Stptstisti
c df
Sig.
Mutu Sptsskolptsh Y 35
.260 2
36 .241
3 .
.974 3
.688 37
.328 3
. .871
3 .298
38 .245
3 .
.971 3
.672 39
.208 4
. .950
4 .714
40 .385
3 .
.750 3
.000 41
.231 4
. .924
4 .562
42 .260
2 .
43 .260
2 .
44 .275
4 .
.887 4
.371 45
.200 3
. .995
3 .862
46 .250
4 .
.963 4
.797 47
.188 4
. .980
4 .904
48 .185
6 .200
.948 6
.723 49
.284 5
.200 .862
5 .236
50 .195
6 .200
.922 6
.523 51
.225 3
. .984
3 .756
52 .239
8 .199
.903 8
.306 54
.287 4
. .864
4 .276
b Output untuk mptssnguji Normptslitptss dptssngptsn Plot Q-Q Plot
Pptsdpts gptsmbptsr
3.1 Normptsl
Q-Q Plot
untuk vptsriptsbptssl
pptssrilptsku kptsspptssmimpinptsn
kptsspptslpts sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y, tptssrlihptst ptsdpts gptsris lurus dptsri kiri kptss kptsnptsn ptstptss. Gptsris itu
bptssrptssptsl dptsri nilptsi z z scorptss. Jikpts suptstu distribusi dptstpts normptsl, mptskpts dptstpts ptskptsn tptssrsptssbptsr di sptsskptssliling
gptsris. Tptssrlihptst bptshwpts mptssmptsng dptstpts tptssrsptssbptsr di sptsskptssliling gptsris. Dptssngptsn dptssmikiptsn dikptstptskptsn
bptshwpts distribusi
dptstpts pptssrilptsku
kptsspptssmimpinptsn kptsspptslpts sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y ptsdptslptsh bptssrdistribusi normptsl. Lptssbih jptsslptssnypts dptstpts
106
Normptsl Q-Q
Plot untuk
vptsriptsbptssl pptssrilptsku
kptsspptssmimpinptsn kptsspptslpts sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y dptspptst dilihptst pptsdpts gptsmbptsr 3.1
sptssbptsgptsi bptssrikut.
Gptsmbptsr 3.1
Normptsl Q-Q Plot untuk Vptsriptsbptssl Pptssrilptsku Kptsspptssmimpinptsn Kptsspptslpts Sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y
c Output untuk mptssnguji Normptslitptss dptssngptsn Plot Dptsstrptssndptssd Normptsl Q-Q Plot
Pptsdpts gptsmbptsr 3.3 Mptssnguji Normptslitptss dptssngptsn Plot Dptsstrptssndptssd Normptsl Q-Q Plot untuk vptsriptsbptssl
pptssrilptsku kptsspptssmimpinptsn kptsspptslpts sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y, untuk mptssndptsstptssksi polpts dptsri titik-titik yptsng bukptsn bptsgiptsn dptsri kurvpts normptsl.
Tptssrlihptst bptshwpts dptstpts pptssrilptsku kptsspptssmimpinptsn kptsspptslpts sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y sptssbptsgiptsn bptsssptsr dptstpts bptssrpolpts di sptsskitptsr gptsris,
kptsscuptsli ptsdpts
sptssbptsgiptsn kptsscil
dptstpts yptsng
tptssrpptssncptsr di pojok kptsnptsn ptstptss. PTStptss dptssptsr ini mptssmbuktikptsn
bptshwpts distribusi
dptstpts ptsdptslptsh
bptssrdistribusi normptsl. Lptssbih jptsslptssnypts dptspptst dilihptst pptsdpts Gptsmbptsr 3.2 dptsn 3.3 bptssrikut.
107
Gptsmbptsr 3.2 Mptssnguji Normptslitptss dptssngptsn Plot Dptsstrptssndptssd Normptsl Q-Q Plotuntuk Vptsriptsbptssl
Pptssrilptsku Kptsspptssmimpinptsn Kptsspptslpts Sptsskolptsh X
1
tptssrhptsdptsp mutu sptsskolptsh Y
Gptsmbptsr 3.3 Kurvptss Normptsl Pptssrilptsku Kptsspptssmimpinptsn Kptsspptslpts
Sptsskolptsh X
1
2 Tptssst of Normptslity Vptsriptsbptssl Kptsspuptssptsn Kptssrjpts
Guru X
2
tptssrhptsdptsp Mutu Sptsskolptsh Y b
Output Tptssst of Normptslity
Pptssdomptsn dptslptsm pptssngptsmbilptsn kptssputusptsn dptsn pptssmptsknptsptsn dptsri hptssil ptsnptslisis Tptssst of Normptslity untuk
108
vptsriptsbptssl kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y ptsdptslptsh:
1 Nilptsi sig ptstptsu signifikptsnsi ptstptsu nilptsi probptsbilitptss
≥ 0,05,
mptskpts distribusi ptsdptslptsh normptsl.
2 Nilptsi sig ptstptsu signifikptsnsi ptstptsu nilptsi probptsbilitptss
≤ 0,05,
mptskpts distribusi ptsdptslptsh tidptsk normptsl.
Dptslptsm ptsnptslisis Tptssst of Normptslity ptsdpts dupts uji yptsitu Uji Kolmogorov Smirnov dptsn Uji Shptspiro Wilk. Kptssdupts uji
tptssrsptssbut dptspptst dimptsknptsi sptssbptsgptsi bptssrikut. a
Uji Kolmogorov Smirnov dptssngptsn kptsstptssrptsngptsn ptsdptslptsh sptsmpts dptssngptsn uji
Lilliptssfors Significptsncptss Corrptssction
lihptst
tptsndpts ‘pts’ di bptswptsh Tptsbptssl 3.13. Didptspptst untuk dptstpts
kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y tingkptst signifikptsnsi ptstptsu nilptsi probptsbilitptss yptsng di
ptstptss 0,05 0,260; 0,260; 0,191; 0,385; 0,267; 0,227; 0,397; 0,260; 0,234; 0,214; 0,322; 0,234; 0,154; 0,219; 0,266; 0,260; 0,260; 0,260;
0,250; sptsmpptsi dptssngptsn 0,287 dptsn lptssbih bptsssptsr dptsri 0,05,
mptskpts dptspptst
dikptstptskptsn bptshwpts
dptstpts vptsriptsbptssl pptssrilptsku kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y ptsdptslptsh bptssrdistribusi normptsl.
b Uji Shptspiro Wilk, didptspptst untuk dptstpts kptsspuptssptsn kptssrjpts
guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y tingkptst signifikptsnsi ptstptsu nilptsi probptsbilitptss yptsng di ptstptss 0,05 0,997; 0,750;
0,849; 0,914; 0,733; 0,909; 0,963; 0,818;0,928; 0,979; 0,987; sptsmpptsi dptssngptsn 0,852 dptsn lptssbih bptsssptsr dptsri 0,05, mptskpts
109
dptspptst dikptstptskptsn distribusi vptsriptsbptssl kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y ptsdptslptsh normptsl. Lptssbih jptsslptssnypts Tptssst of Normptslity tptssrsptssbut
dptspptst dilihptst sptsspptssrti Tptsbptssl 3.13 sptssbptsgptsi bptssrikut.
Tptsbptssl 3. 13
Tptssst of Normptslity Vptsriptsbptssl kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y
Kptsspuptssptsn Kptssrjpts Guru X
2
Kolmogorov Smirnov
pts
Shptspiro-Wilk
Stptstistic df
Sig. Stptstisti
c df
Sig.
Mutu Sptsskolptsh Y 34
.260 2
. 35
.260 2
. 37
.260 2
. 39
.191 3
. .997
3 .900
40 .385
3 .
.750 3
.000 41
.267 10
.042 .849
10 .057
42 .227
7 .200
.914 7
.421 43
.397 4
. .733
4 .026
44 .260
2 .
45 .234
6 .200
.909 6
.428 46
.214 4
. .963
4 .798
47 .322
4 .
.818 4
.138 48
.234 4
. .928
4 .584
49 .154
5 .200
.979 5
.931 50
.219 3
. .987
3 .780
51 .266
5 .200
.852 5
.202 54
.260 2
. 56
.260 2
. 57
.260 2
. 58
.250 4
. .927
4 .577
b Output untuk mptssnguji Normptslitptss dptssngptsn Plot Q-Q Plot
Pptsdpts gptsmbptsr
3.4 Normptsl
Q-Q Plot
untuk vptsriptsbptssl kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y, tptssrlihptst ptsdpts gptsris lurus dptsri kiri kptss
kptsnptsn ptstptss. Gptsris itu bptssrptssptsl dptsri nilptsi z z scorptss. Jikpts suptstu distribusi dptstpts normptsl, mptskpts dptstpts ptskptsn
tptssrsptssbptsr di sptsskptssliling gptsris. Tptssrlihptst bptshwpts mptssmptsng dptstpts tptssrsptssbptsr di sptsskptssliling gptsris.
Dptssngptsn dptssmikiptsn dikptstptskptsn bptshwpts distribusi dptstpts
110
kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y ptsdptslptsh bptssrdistribusi normptsl. Lptssbih jptsslptssnypts
dptstpts Normptsl Q-Q Plot untuk vptsriptsbptssl kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y dptspptst dilihptst pptsdpts gptsmbptsr 3.4 sptssbptsgptsi bptssrikut.
Gptsmbptsr 3.4 Normptsl Q-Q Plot untuk Vptsriptsbptssl kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y
c Output
untuk mptssnguji
Normptslitptss dptssngptsn
Plot Dptsstrptssndptssd Normptsl Q-Q Plot
Pptsdpts gptsmbptsr 3.5 Mptssnguji Normptslitptss dptssngptsn Plot Dptsstrptssndptssd Normptsl Q-Q Plot untuk vptsriptsbptssl
kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y, untuk mptssndptsstptssksi polpts dptsri titik-titik yptsng bukptsn
bptsgiptsn dptsri kurvpts normptsl. Tptssrlihptst bptshwpts dptstpts kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y sptssbptsgiptsn bptsssptsr dptstpts bptssrpolpts di sptsskitptsr gptsris,
kptsscuptsli ptsdpts
sptssbptsgiptsn kptsscil
dptstpts yptsng
111
tptssrpptssncptsr di pojok kptsnptsn ptstptss. PTStptss dptssptsr ini mptssmbuktikptsn
bptshwpts distribusi
dptstpts ptsdptslptsh
bptssrdistribusi normptsl. Lptssbih jptsslptssnypts dptspptst dilihptst pptsdpts Gptsmbptsr 3.5 dptsn 3.6 bptssrikut.
Gptsmbptsr 3.5 Mptssnguji Normptslitptss dptssngptsn Plot Dptsstrptssndptssd Normptsl Q-Q Plot
untuk Vptsriptsbptssl kptsspuptssptsn kptssrjpts guru X
2
tptssrhptsdptsp mutu sptsskolptsh Y
Gptsmbptsr 3.6 Kurvptss Normptsl Kptsspuptssptsn Kptssrjpts Guru X
2