tugas statek kelompok genap 2014 2

7/26/2019 Tugas Statek Kelompok Genap 2014 2

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STATISTIKA TEKNIK

INTRODUCTION TO FACTORIAL DESIGNS

DISUSUN OLEH :

KELOMPOK GENAP ( KELAS B DAN C)

JURUSAN TEKNIK KIMIA

FAKULTAS TEKNIKUNIVERSITAS SRIWIJAYA

2016

ANGGOTA KELOMPOK


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KELAS C

1) M FARIS NAUFAL 03031281419092

2) EKA PERMATA 03031181419062

3) DITA AULINE SARAGIH 03031181419004

4) JANU HADI 0303118141908

) ANGELINA 0303128141910

6) D!I FUSPITASARIE 03031181419044

") ADE OCTA#IROSA 03031381419142

8) $ESSICA P A 03031281419098

9) M AIDIL DEFITRA 03031181419040

10) M RA$FI ALFARID%I 03031281419102

11) RAMSES JANJI H 03031181419068

12) $OLANDA PATIKA 03031181419008

13) CITRA AFRILIANA 03031181419066

14) SRI $UNITA H 0303128141912

1) BOBBIE RI%KIE M H 03031181419036

16) SIDI& !IJA$A KUSUMA 03031181419148

KELAS A

1") ADIT$A M RIF'AT 03031181419002

KELAS B

18) PATRICK RUD$ MEI%AKH 03031281419080

19) M FAU%AN FATHULLAH 03031281419084

20) IMAM GUNA!AN P 0303118141906

21) FITRI FEBRIANTI 03031181419038

22) ARI !IJA$A 03031181419034

23) BELLA ANGGRAINI 0303118141918

24) ELC$ TIARA P 03031181419028


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2) MITHA H U 0303118141904

26) LUKI ANUGRAH ! 03031181419032

2") M GIAN NO#ALDI 03031181419022

28) SIL#ESTER CHRIS$A A 030312814190"4

29) $ORDAN THE%AU%A 030312814190"8

30) GAL#ANI ALFARU& 03031181419024

31) NABILA APRIANTI 03031181419030

32) M LUTHFI FADHLI R 03031181419026

33) IHSANATA HAMDA HUKAMA 03031181419012

34) $OSUA ARISTIDES 03031281419090

3) SITI NURHA$ATI 03031181419020

36) INDIRA RA$OSA 03031181419016

3") RISKI JULIANDA 0303128141916

38) TEDD$ SUR$A DINATA 0303118141900

39) RINA NURHA$ATI 03031181419042

40) LISA %ULMA$ETI 0303128141914


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5.1)R*+,* -./ (yield) +. /. 5// 7,. + D. ..: ;.*< +.*6

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90>3

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5/86

A. A)"+*" D"#"

. SST

SST (904)2 (902)2 (90")2 (906)2 (902)2 (904)2 (901)2

SST 122

: SS?+

SS?+ (42)2 (42)2 (434)2

SS?+ 009

@ SS+5-

SS+5- (422)2 (441)2 (421)2

SS+5- 0423

+ SS*.@* SS?+ SS+5-

SS*.@* 12(1806)2 (1813)2 (180)2 A B

SSI*.@* 0246"

SSE SST SS?+ SS+5- SSI*.@*

SSE 046

. 1 2

: 1 2

4


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. : (* 1) 4

.:* 1 1"

E@ O5

ANOVA

Source of

Variation SS df MS F P-value F crit

Sample0.3011

11 20.1505

568.4687

50.0085

394.2564

95

Columns0.7677

78 20.3838

8921.593

750.0003

674.2564

95

Interat!on

0.0688

89 4

0.0172

22

0.9687

5

0.4700

06

3.6330

89

"!t#!n 0.16 90.0177

78

$otal1.2977

78 17

A*.// K/,5.*

1 U.* ?7 ;.*< /

2 D* *

I*.7/ AB +.7 ,**=77.* 5*


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;= 422 441 421 16284


8/86

2) S.*< *


9/86

F+

R.(*,*)

D5- ? C(*)

01 018 020 02 ;

020

"4

198

"9

220

82

262

99

299 9"964 68 88 104

60 "3 92 96

02

92

266

98

290

99

302

104

313 11"186 104 108 110

88 88 9 99

030

99

299

104

298

108

31"

114

332 124698 99 110 111

102 9 99 10"

;= "63 808 881 944 3396

T.: J,.- D.. T.5 R5/

. A*./. +.. +.* :..- 7/,5.*A,: 00

: G*.7.* 5*+7..* /+. 5/ +.* =./7.* 5.+. ,+ +.@;@ J./7.* 57..* .5 7 5.+. .... .5 .= ,5.*

+ T*7.* *. P#./ 5.+. +.. *

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C. A)"+*" D"#"

SST

SST ("4)2 (64)2 (60)2 ("9)2 (68)2 ("3)2 (10")2

SST 632

? SS?+

SS?+ (9"9)2 (11"1)2 (1246)2


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SS?+ 31600


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D5 :1 3

I*.@* (.1)(:1) 6

E .:(*1) 24

T. .:*1 3

13 T.: ? M.* S.

S@ ? I*.@* M.* S.

F+ MS. SS?+ (.1) 1802

D5 MS: SS+5 (:1) "083"0

I*.@* MS.: SS*.@* (.1)(:1) 92842

E MSE SS .:(*1) 28"222

T.

1.4. T.: ? F

S@ ? I*.@* F

F+ MS. MSE 018

D5 MS: MSE 24663

I*.@* MS.: MSE 3232

E

T.

T.: ? A*.;// ? #..*@ ? - T F.@ F.@.>F+ E??@/ M+

S@ ? I*.@* S, ? S. D


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D5 212111 3 "083"0 24663

I*.@* "0" 6 92842 3232

E 689333 24 28"222

T. 632000 3

T"9e A)"-*+* 7 V"!+");e W+#< E=;e

ANO#A

S@ ? #..* SS +? MS F P. F @

F+ 3160 2 1802

0183

8 109E09 3402826

D5 212111111 3 "083"03" 246628 16E0" 3008"8"

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6 6

9284292

6

323243

1

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3 208189

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689333333

3 24

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T. 632 3

D. P7# Re*+8$"*

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01 018 02 02

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82

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99

9966"64 68 88 104

60 "3 92 96

02

928866"

989666"

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88 88 9 99

03

99

9966"

104

99333

108

106"

114

1106"98 99 110 111

102 9 99 10"

T.: D.. R..R.. T.5 R5/

N. .*./. +.. + ../ ,**=77.* :.-. ,+ +.. + ../ ,**=77.* -./

;.*< /+5>+.*

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13/86

F+

R.(*,*)

D5 * C(*)

01 018 02 02

02

8 6666" 3333 0666"

2 3333 06666" 433333

6 03333 46666" 3666"

02

3333333 133333 1666" 03333

26666" "33333 "33333 6666"

06666" 8666" 666" 3333

03

06666" 46666" 233333 333333

16666" 03333 433333 033333

2333333 43333 6666" 3666"


14/86

E. Me") S$!";e F+)+*< A# E";< Fee8 R"#e

F+ R.(020 *,*)

8183

F+ R.(02 *,*)

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02 9"83

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F. F+)8 P>V"$e*


15/86

P#./ + +.5. +* 55 8) ,*=./7.* *.*"8

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S7$!;e S$m 7 S$"!e* DF Me") S$"!e F V"$e

M+ 116>6" 3103>33 8>80

A 933>33 2 466>6" 8>84

B 1440>00 1 1440>00 2"3>"9

AB 133>33 2 66>6" 1>26

R/+. 633>33 12 2>"8

T. 1610>00 1"

E 633>33 12 2>"8


20/86

K/,5.* 7+. ?.7 /.*


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28833

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14 28 3>33 1

3

1 290 1>6" 1 3

16 220

22

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18 230 2 3


22/86

P7# Re*+8$" V* P!e8+;#e8

P7# Re*+8$" VS G"** T-e


23/86

P7# Re*+8$" VS P12 2">31

100 16>12 18>21 2>23 30>23

12 21>1" 23>21 23>22 29>31

(A) A5.7.- .+. *+7./ :.-. ?.7 ,,5* 7.+. ,:.


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F 7.*< +. 0>000 ,**=77.* -. M+ ;.*< / B .+..-

M+ /.- /


25/86

SST

SST (109)2 (110)2 (110)2 (11)2 (108)2 (109)2 (11")2

262983

= SS?+

SS?+ (8"9)2 (889)2 (92")2

1603333

7 SS+5-

SS+5- (6"1)2 (6"3)2 (6"0)2 (681)2

124833

SS*.@* SS?+ SS+5-

SS*.@* (219)2 (22)2 (21")2 (23")2 (100"68) (10086")

44666"


SSE 4

T.: S, ? S.

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F+ SSF+ 1603333

D5 SSD5 124833

I*.@* SSI*.@*44666"

E SSE 4


26/86

T. SST. 262983

1 T.: D


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T.

T.: ? A*.;// ? #..*@ ? - T F.@ F.@.>F+ E??@/ M+

S@ ? I*.@* S, ? S. D00398 16E0" 3008"8"

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T. 262983 23

B. P7# Re*+8$"*

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1 2 3 4

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28/86

1 2 3 4

1

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D S5+

(A)

F+ R. (B)

001 003 004 006

122"0 24 26 2"

2"8 249 2"2 286

200283 28 286 294

286 280 28" 288

P*;/..*

". A)"+*" D"#"

O5.M/*

001 003 004 006 ;

122"0

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322"

61 2132"8 249 2"2 286

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82 2289286 280 28" 288

;= 111" 109 110 1143 4424

, SST

SST (2"0)2 (2"8)2 (24)2 (249)2 (260)2 (2"2)2 (288)2

03034

* SS?+

SS?+ (213)2 (2289)2

014822

SS+5-

SS+5- (111")2 (109)2 (110)2 (1143)2

0092

5 SS*.@* SS?+ SS+5-


30/86

SS*.@* (2"0)2 (2"8)2 (24)2 (249)2 (260)2 (2"2)2 (288)2

(014822) (0092)

0042


SSE 0021

T.: S, ? S.

S@ ? I*.@* S, ? S.

F+ SSF+ 01

D5 SSD5 0092

I*.@* SSI*.@*0042

E SSE 0021

T. SST. 03

18 T.: D


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E .:(*1) 8

T. .:*1 1

19 T.: ? M.* S.

S@ ? I*.@* M.* S.

F+ MS. SS?+ (.1) 01

D5 MS: SS+5 (:1) 0031

I*.@* MS.: SS*.@* (.1)(:1) 0014

E MSE SS .:(*1) 00026

T.

1.10. T.: ? F

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F+ MS. MSE "01

D5 MS: MSE 1186

I*.@* MS.: MSE 3"

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T.

T"9e 7 A)"-*+* 7 V"!+");e 7! #


32/86


33/86

A*./ /.*+. +.., ,,5.77.* /,. ?.@ +/.* +.* /-*


34/86

P*;/..*

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3

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SS 24183300"4

SS


35/86

T. 24183300"4 26 0 0

". A8" ee( *+,)++(") -"), #e!/"8+. Ke*+m$") -"), 8""# 8+"m9+ "8""< "!+"*+

-"), "+), 9e!e),"!$< #e!


36/86


37/86


38/86

800 82 80

1 "0 1063 6

6 1080 10

83 1043 90

2 28 988 26

4" 1026 38

21 1004 32

S55/ .//, -. * *.@* // ! +* - /./@. ,+ C*+@-.*.;// ? ..*@ .*+ - / -;5-// * - ,.* ??@/ !-. @*@/*/ @.* : +.*Q

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P*;/..*

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?.@/> ?*.@ 5/* (A) .*+ ,5. (B) . /


39/86

3

B 943E00 2 4"2"E0

0

106926 00001

R/+. 6188"8 14 44206

L@7 ? F 81811 2 40906 091 042"

1

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MSA

Y2

MSB

Y2

MSAB

Y2

E(MSA) Y2 (+*


41/86


42/86

(36)(143)(84)(39)(143)(96)(34)(134)(86)

4010014

SSN

340244

SSERROR SS/+. SSN

2883333 340244

229281

C7);$*+7)

S@ ?

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D0 .12 SSADFA 290>2 SSASSE"3"80

C,*(SSB) 28>9166" :1 3 SSBDFB 9>63889 SSBSSE1904

N*.++;(SS

N)

3>401 1 SSNDFN 3>401 SSNSSE06999

E(SSE) 2292"9 3Z21 SSEDFE >08

T. 6382 11

5.13' T- /-. /*


43/86

K7..*


44/86

S,: +.

7.


45/86

D:.- :.-. -.*;. /. 57. A* ,./7 7.+. .... ;.*< +-..57.* A5. ;.*< 7.,


46/86

T- /,/ ? S./

C7*< T, 30 H/

24>6944444

C7*< T, 40 H/

21>48944444

C7*< T, 30 H/

1>4""""""8


47/86

C7*< T, 40 H/

8>29""""""8

C7*< T, 30 H/

SS P//

13>12111111

C7*< T, 40 H/

SS P//

8>44""""""8

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SS 5//

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C7*< T, 40 H/

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2>268888889


48/86


49/86

(@) U*+ -. / ? @*+*/ + ; * - 5@//Q !-;Q


50/86

F - - .*+ - , . 4 -/T- /.*+.+ .*.;// ? ..*@ ./ . +/ . - ?.@/ . .*.> / /, ?- .*.;// @.* : 5?,+ I* S@*

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51/86

M+)+#"9 O$#$#

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53/86

T79#"+)e8:

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54/86

Teme!"#$!e %9'

-+

00& 50&

Oe!"#7! %;' Oe!"#7! %;'

C-;eT+me %"'

1 2 1 2

30 23 42 2" 1 31 ?2 24 45 38 10? 34 10? 5

24 28 32 23 36 36

2 26 29 28 3 39

50 36 104 34 111 33 102 3" 111 34 10 34 101 630

3 38 34 39 38 36

36 39 3 3 36 31

60 28 4?1 3 103 26 4 26 0 36 104 28 4 526

24 3 2" 29 3" 26

2" 34 2 2 34 24

BC 25 2?6 242 266 23 2 1403

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A \ B T./ A \ C T./

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B C

A 300 30 A 1 2 3

40 24 293 40 14" 190 201

0 320 320 0 218 219 203

60 261 26 60 19 211 16

Penyelesaian :


55/86

. (@;@ ,) 3 .@* 2" .* 9

: (,5.) 2 .:* 18 :* 6

@ (5.) 3 .:@* 4 @* 9

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56/86

(24)] (293)] (320)] (320 )] (261 )] (26 )]

0>0"4

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(14")] (190)] (201)] (218)] (219)] (203)] (19)] (211)]

(16)]

3>6"

(28 )] (296 )] (2"2 )] (266 )] (324 )] (288 )]

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11>29


57/86

(("2)] (81)] (92)] (")] (109)] (109)] (10")] (111)]

(102)] (111)] (108)] (101)] ("9)] (104)] ("8)] (80)] (10")]

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(("2)] (81)] (92)] (")] (109)] (109)] (10")] (111)]

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58/86

13">33

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116933

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III. Me),


59/86


60/86

T"9e 7 A)"-*+* 7 V"!+");e %ANOVA'

S7$!;e 7

V"!+"#+7)

SS DF MS F0

C-;e T+me %A' 436 2 218 66084"

Teme!"#$! %B' 00"40" 1 00"40" 12"684

Oe!"#7! 2613333 2 130666" 3986441

AB "881481 2 3940"41 120226

AC 3666" 4 889166" 2"12"12

BC 112926 2 62963 1"1"14

ABC 461819 4 11463 32299

E!!7! 118 36 32""""8

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R2 0.613? %6@'

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61/86

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62/86

2

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1 1 16666" 3 133333 266666"

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63/86

P7# G!"+(


64/86


65/86

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66/86

$X2

40 60 80 100

302681

0 1"2 1621 2422 282" 89 "3"881

" 129 1813 1"12 2"31 "46 694212

100 1612 1821 223 3023 89"9 8062244

12 211" 2321 2322 2931 9691 939148

$= 6"39 ""6 89"9 1112 34806

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(1"2)(639)(89)(129)(6"39)("46)(2931)(1112)(9691)

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SSN

414626

SSERROR SS/+. SSN

640"8864 414626

633"238

B D


69/86

F:,/:,/

10911"2""11986

132"E0F.:,/.:,/

1214"222"11986

1214"22

S7$!;e 7 S$m 7De,!ee*7 Me") F7

V"!+"#+7) S$"!e* F!ee87m S$"!e

B@7 968"

M+ 4338144

A 6009322 3 200310"281341E06

B 32"318 3 10911"3

132"E

0

AB 4636933 9 1214""2363E0"

R/+./ 640"8864

E 640"8818 9 "119869

T. 640"921 24

21) P.+. /. 6 +.5. 7.// +,.*. ?.7 ;.*< ,,5*


70/86


71/86

T"9e N+"+ K$"8!"#

1 2 3 4 cSUM

1 11881 4"961 12100 062 11664 4"089 12100 4"24

12100 1322 11881 11664

2 12100 49284 12100 48841 12321 48400 12996 10"6

1244 12321 11881 1244

3 1346 2900 1244 129 12996 4289 14400 6169

12996 1322 14161 13689

1014 1099 149""8 14"69 606

c;=7 "380" (c;=7)26822E11

K7)*#")#" A B AB ABN N

A 3 AB 12 N 2

B 4 ABN 24

S$m 7 S$"!e*

o SS (c;=7)2 (;2.:*) 6822E11

o SS. 012 c(;2)( ;2.:*) 264981198

o SS: 016" (c(;=X2)) ( ;2.:*) 22"0228

o SS.: 0 (cSUM) ( ;2.:*)S/.SS: 10"3011948

o SS SSSS.SS:SS.: 68824E11

o SS/+ SS.:SS.SS: 624964426

o SS,+ SS.SS:SS.: 410362131

o SS:@7 0083 (c(;=X2)) ( ;2.:*) 1296011

o R2 SS,+SS "2218E0"

DEGREE OF FREEDOM

o A A1 2o B B1 3

o AB (A1)(B1) 23 6

o E!!7! AB (N1) 12 (21) 12

o TOTAL ABN1 23

MEAN SUARE


72/86

o MSA 1324"9099

o MSB 84230"601

o MSAB 1"8833246

o MSE 4"320233

F7

o FA 2"9""E06

o FB 1""891E06

o FAB 3""6"2E0"

TABEL HASIL

S7$!;e 7 S$m 7 De,!ee* 7 Me") F7

V"!+"#+7) S$"!e* F!ee87m S$"!e

B@7 1296>011

M+ 410362>131

A 26498>1198 2 1324"9>099 2>"9""E06

B 22"0>228 3 8423>0"601 1>""891E06

AB 10"301>19 6 1"883>32

3>""6"2E

0"

R/+./ 624964>43

E >68224E11 12 4"320233

T. >6822E11 23


73/86


74/86


75/86

209>8928222

SST,5.(SSB)

13Z4 (28>9")2 (64>"1)2 (60>93)2 (14>61)236

64>2216

SSI*.@*(SSAB) SSM.. SST,5.

d (9>36)2 (9>"")2 (9>84)2 (8>3")2 (13>98)2 (42>36)2 (">64)2

(13>6)

2

(39>"3)

2

(14>61)

2

36

101>96"944

SSE SST SSM.. SST,5. SSI*.@*

381>3489"2 209>8928222 64>2216 101>96"944

>42412

SSM+ SSM.. SST,5. SSI*.@*

209>8928222 64>2216 101>96"944

3"6>110""22

R2 SSM+SST.

3"6>110""22381>3489"2

0>98"83411

De,!e** 7 F!ee87m

M+ .: 1

(3Z3) 1

8

A T.,*/ . 1


76/86

3 1

2

B T.,*/ : 1

3 1

2

AB (. 1) (: 1)

(3 1) (3 1)

4

E R/+. .: (* 1)

3Z3 (4 1)

2"

T. A B AB E

2 2 4 2"

3

Me") S$"!e

MSM+ SSM+ (.: 1)

3"6>1108 (3Z3 1)

4">0138

MSA SSA (. 1)

209>8928 (3 1)

104>9464

MSB SS: (: 1)

64>2216 (3 1)

32>12608

MSAB SSA: (. 1) (: 1)


77/86

101>968 (3 1) (3 1)

2>4914

MSE MSR/+. SSE .:(* 1)

>42412 3Z3 (4 1)

0>200894

F0Q F V"$e

F0 MSM+ MSE

4">0138 0>200894

234>023"

F0 MSA MSE

104>9464 0>200894

22>3982

F0 MS: MSE

32>12608 0>200894

19>919

F0 MSA: MSE

2>4914 0>200894

126>8903

S@ S, ? S./

D0138 234>023" 0>0001A 209>8928 2 104>9464 22>3982 0>0001

B 64>2216 2 32>12608 19>919 0>0001

AB 101>968 4 2>4914 126>8903 0>0001

R/+. >42412 2" 0>200894

L.@7 ?

F


78/86

P

E >42412 2" 0>200894

C T. 381>349 3

M+ F*. 234>02 ,*;.7.* ,+ .+..- /01 7,*


79/86


80/86


81/86

SST (46)2 (44)2 (101)2 (1020)2 (1101)2 (108)2 (320)2 (3)2

(938)2 (1002)2 (1081)2 (106)2

920>8299 80">"002 113>129691"

:) SS+5*"002 0>980408333

@) SS,5

SS,5 (1")2(39")2(43)2

918>8881 80">"002 111>18"916"

+) SS*.@* SS+5*< SS,5 SS*.@*

(9)2(203)2(219)2(6")2(194)2(2141)2 0>980408333 111>18"916"

920>44440>980408333 111>18"916" 0>"81666"

SSE SST SS+5*129691"0>980408333111>18"916"0>"81666" 0>38

111 T.: S, ? S.


82/86

S@ ? I*.@* S, ? S.

D5*< SS+5*< 0>980408333

T,5 SS,5 111>18"916"

I*.@* SSI*.@* 0>"81666"

E SSE 0>38

T. SST. 113>129691"

112 T.: D9396

I*.@* MS.: SS*.@* (.1)(:1) 0>28"908

E MSE SS .:(*1) 0>06428

T.

1.14. T.: ? F

S@ ? I*.@* F


83/86

D5*< MS. MSE 1>2"29

T,5 MS: MSE 86>1634

I*.@* MS.: MSE 4>480482

E

T.

T.: ? A*.;// ? #..*@ ? - T F.@ F.@.>F+ E??@/ M+

S@ ? I*.@* S, ? S. D980408333 1 0>980408333 1>2"29

T,5 111>18"916" 2 >9396 86>1634

I*.@* 0>"81666" 0 0>28"908 4>480482

E 0>38 6 0>06428

T. 113>129691" 11

T.: A*.;// ? #..*@ !- E@

ANO#A

S@ ? #..* SS +? MS F P.

D5*980408333 1 0>980408333 1>2"29

000"9

T,5111>18"916" 2 >9396 86>1634

00001

I*.@*0>"81666" 2 0>28"908 4>480482

0064

E0>38 6 0>06428

T. 113>129691"11

B P5.


84/86


85/86

D I/ - ,+ ;e0e11e22e2222e1212f /55+ :; -/ 5,*

(1+55*< > 2,5.) Q E/,. - 5..,/ * -/ ,+ .*+ 5

- /5*/ /?.@

D/


86/86

F.@ C??@

*

E/,.

DF S.*+.+

E

9 CI

L

9 CI

H

tugas statek kelompok genap 2014 2

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