Top Banner
@t- tilutsno Dc!.4g e Stxtis*ik tn{p,rgngiaL' - Perlsiman don ratnaLan - uJr hiPotzsts -make docisions Scntas E - NominoL --a ie-rrs - 0rdtnaL +ranking' r'trutan' - Intaua. ,tamperatur -Ratto e Perbondtrtrn Poputori -+ suuru kr-rqpulan Yang akon rita ukuc' @ garnpeL -+ bagiarl dari PoFrtqsi \ e"o^n.CP)" i'ooCrttrr ) SenS,rs --o @ncmatrraq L-engkap dari Se.loruh populasi q--/-----,v goslei '---.e penclta@n *r e,ot:rrtw--ct -' Sqorat oembual grouP I - ho oucrtaPPiog - OSgn to a grouP - equat r.uidth or maqb@ o&\-a&d. D"tnUt*i tapcroi -'21<laa gang wrdin* , Nq rnidPoinr(K): nrbi tongah Ketas {rzt<rernl @abtdfi/n . e*rrn = t {rakuelre, {el"f rcLrqutfi u ?t (t U/, '//r,, ou*(T gtoU**t-* itr-ru 1q rpl.bortki kita 'q€rr{o,d hpfduso, dr UdX U,e",^ t,"Non#,f:-* Analtets 9ffiic: . StatieHt< dosrnpat' {. meqgumpu\kon daua' r. oLah/ ae-nlg$onie i761' 5. trrngtaef eirrrpulton datz. a. Sqlimn dlm gratik, bagon,tabat,dtt' 5. Ar,a\isis. Enig 6o6o, s (u6titar1[ -+non -ourqenk (Ca@godcat or nonninat) q Kua\htatrt (mo0eum616 on cqrnboblo). W?*{Hl&.'^l no
32

Catatan Statistik

Mar 09, 2016

Download

Documents

Hasil scan catatan mata kuliah statistik semester genap 2010/2011
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: Catatan Statistik

@t- tilutsnoDc!.4g

e Stxtis*ik tn{p,rgngiaL'

- Perlsiman don ratnaLan

- uJr hiPotzsts

-make docisions

Scntas E

- NominoL --a ie-rrs

- 0rdtnaL +ranking' r'trutan'

- Intaua. ,tamperatur

-Ratto e Perbondtrtrn

Poputori -+ suuru kr-rqpulan Yang akon rita ukuc' @garnpeL -+ bagiarl dari PoFrtqsi \ e"o^n.CP)" i'ooCrttrr

)SenS,rs --o @ncmatrraq L-engkap dari Se.loruh populasi q--/-----,vgoslei '---.e penclta@n *r e,ot:rrtw--ct -'

Sqorat oembual grouP I

- ho oucrtaPPiog

- OSgn to a grouP

- equat r.uidth or maqb@ o&\-a&d.

D"tnUt*i tapcroi -'21<laa gang wrdin* , NqrnidPoinr(K): nrbi tongah Ketas

{rzt<rernl @abtdfi/n . e*rrn = t{rakuelre, {el"f rcLrqutfi

u?t(tU/,'//r,,

ou*(T

gtoU**t-* itr-ru 1q

rpl.bortki kita 'q€rr{o,d

hpfduso, dr UdX U,e",^ t,"Non#,f:-*Analtets 9ffiic:. StatieHt< dosrnpat'

{. meqgumpu\kon daua'

r. oLah/ ae-nlg$onie i761'

5. trrngtaef eirrrpulton datz.

a. Sqlimn dlm gratik, bagon,tabat,dtt'

5. Ar,a\isis.

Enig 6o6o,s (u6titar1[ -+non -ourqenk

(Ca@godcat or nonninat)

q Kua\htatrt(mo0eum616 on cqrnboblo).

W?*{Hl&.'^l

no

Page 2: Catatan Statistik

r Keminn$n Cs5qgness)r KuRtoeis CKerur\cingon) b&

Metode menga5Kan daa". Pie Charts -:h{4L, dtoq 5sk perce{6rg@

ekedsd to

. Ba. charts -+ bauang

. PoLygorr -, r{En$uburgkon titrtc €rgah p& *trap bctaog cli hisrogrqm .

. Ogiv@S --? grlfik urntuk tetq{crsi K-rcl,Jtarf lrclgant

'T.rre Rors ---t grafiK rrequrrr NaFt!

St*gi 11d (*t dallays

_

Lz urrtut medorl, ,qJartrl' atas * &wqa, max I mla

*unrla.l &trrr dad {PrkiLsrop ta@or.

t. Niloi mrnnn um

2.N'tor 0r

s.Nitoi medioo

a. sil"i Oj;:(("i t\ordmu,,r

Yrq,n= dah Borrnq i:g!+LXrna1.. dofd po.trng bcaar

$lsQt= lo7/a -o et= yw=yo: x,o*? ( x., -xto)

\i ."

Kqb md dapt x,e i

.i.i,.1";;:j ..::,Ir:ri

Page 3: Catatan Statistik

Srekue.nsj Re,,o&rv = u/n

DATA lu,Qqru-

Tdotn eenop u=i[+*G*,)]

Modus

x 4n tref. krbesac

Letar. 6.r = t h t-etaK Q2= mod'on lggx Oa= f n

ro 1{

SR= Z lxi_Xtw

Ntgq'

6t'I. Con \€tok= \(rtrttl'4

2.Ot=Lr tln -Crt)r.c

RcOam

32= t(xt-x)'

Median Modus

6.r = madian Qa

i.Can tdoK= 3Cntt)4

, Q.=t+*fu_(4). "f,os

w

7=X.et:(fi &).c- i=Lo*in-iaflr," f=h+ ar .c,wfin"d 4,+A:

Xo=ni\,ar tengcr\ Lc, =bofioebarr:& C-os) Al= t.fnodtrS-f.SebetumC = ponf! rnY\rat tts {md.frun.h@dian Az" {.modts_€. gesudch.

Page 4: Catatan Statistik

Dos,U

r.Co,fbmr, $ctTtulz. Di = Li t *n -(zf );.c

f,

PcrsenbL

r.Caa loraL. fucn+r;z. Pl = Li + &vu -cef)i . c

f;

Ito*po-n Crqe) =Ga-GrftngKrrcrn C5) = Xmqx- Xrnin

LangkohCL) = 3 Cq-oB)2

kuoehL(

S{mponqon Kuaetru (Oa: = Ga- Gt,-

Rutmn ltg KuarhLGT) -- t CoatQz+ar)4

$imFor€an baru (oorras ston&r)S= r/sE

P.'ogo* (st)= Z$t(xi-Tf Koe{tsio Kerogoffion Cv)= S . y\ooofo

RK) = t (q316n)2

Simpnggn tiabe-naua

VapiorCe

CRogottf

Surng..DgVta9

I o*'o'= $:rrc-rtf

I| =itn,-?')lS,W sr=; z(x _x),

=a$cor-?'lC=Jd"g= .F

C" t zf (x,l)"tl

=*{TtoY-!ry'}

t"=* Z f {r:,-^f

=#, {t(trx,f -'ry'}

0.-_ ,lN$: r/sz

Page 5: Catatan Statistik

l\ens = I Xr,i X- ri ,' ', .>fco zt= ,t

P\tlnr'': '. t -, t . h(nr ," gr1r1r!ryrrqu?- = Lo . I ai l.c i, j'-J\";

i'I,r;or',*I Ar+Azl t-,,{ r q:\,r .l .r,,.,1,q,,

?k,-{,'{,,

[!aD,AN=t^o *[ln -(4)r1 C Q{), {1{r"{s'i q';rn:

L c.o"6 J t't Lil'' hect

f4uaeriune-i "o!n*d"ta rc qiH? i't')''

O.i =Lirl-an -(rfit1 o

LTo,--l -

D€stu re-l =o trhor datCI Ke - icojo i

Di = 1-,+[ian'tt-Di].gL-6-lp€RS€l.r.L =Dtrhat aoto r. - tc?;,t)'t'

' 'Pr, =Lir[&n-c4)il.g

t.lLJpiJ

SIHMNqAN E.PTA+ATA (5S

aR=:dx , xtn

Drto TurrEcL

sMP^NqA{ BA}u CETANDAR evnsD

/.

S =../@, - fzyg*,-v)zR..*,,#'' J fl--

Koerela.gr vAerAgi't

/- S I !oo%;

ln' i; 't',::

Jangtquort J=f,qcrx-Xrnio

':,;l,r-;iii:' :,:rr :ri

D^xa Gr^orqpf,R

mqry!: =LE{ f) x 1r{r1-'iiEf<n)

moDus 1 qrLai c{n totuens tc&orrgoK

ffl@AN. (datq gcrnSiu)* B(am genafloit** (**r)]

KJac'tiu @i ,> tit\at dara hu-

peglq Ee-i =) hhat datq

Pers€N-nL =) tihat dara re - i6+l)G

a -tx? A+l 6|d.l RAr6-p^^ a*,'SR.=atx-1[

n

l_-Cn +r)4

ke- [Cntr\L0

t(@FtsieNel vA'RlAar

V = S *lwoloI

&rgqu.n/Rcrr9e . &tt'satos kls ouNr-bhs hnr' ets c

S= /:$icxi -r)'

Page 6: Catatan Statistik

6 otlrog,eR aoto

Hd= '%,?s* le,s+s €9=eesrb=Ar*(&-).K =zt,?

No,a#TF : ;re,6zig

n .f\-, ,/-. W tdp berreLompori cRau drda)

' Peggetrtru oAN KuAFrnL

P"W.tih? nrrtadr rc Btsqts---ilfp,ooQ.O*a dbt mcSo*r 4 ffi

tq*olfrF UrutLon &w 6v6 -terkecit @ yg terbesac

Vffi, \'teden =) mtddle ualue.

Hode CrqodtO,rrrtar EF $.ek"^" {€rtanwt-Hqon -) $tu--rab.

{B

6r" uP0Pr quarhte

@1, mddp quurhte

eq, [d]erqqortltJe

&fibh,

t-1o

S-o

Bto

iG@'"t"r6nzs

l5-19

20-21

25-nw-a35-SAo-4

{o

2b

&50}S

CI

(1

29

2T

3rqle.

to

3s

6s

trs

140

tp

Page 7: Catatan Statistik

D Rnsqg = fi,s- z1,s =14 Gr=l(nt|=t(zsD =6215

t t€DlAt t= Gz Gr = 39,5 + '/a"2&-21

&e, 2(ntD. 2(eSD =\2S,S ab

"- 39,s + 3S,s l. 26z = 41, ro '2so-92 65

=9,5f{,t:4016-- 4t,5+ a)fqg = Q3- @r = 45,1* Aa"G = 4,5

={1,5+[.] =\2,G OUensl=X=Ixif =\a.123 = 42,9>fi zrcQ3= 3(n+0 =

=(eOt) =l@,26

o)paEnr{= f =2$ [X'-nt' = /@J,6 = g,z

d,l=43,5 +f sia.z.ry,t* n- { 2@-L

= Ab,6+ I za,6 ?)s16.iB* De\lna = 9= u@-=W = 2,86"29

-- 43,Dt 1,6 -- 4D,1

A5

Oroerrsr€Nsr yARAst

Vr S X l@ofu = 2,9 *t@oh .= G,1S%

NO

DATE

ttorqq t*orcnsi kef rumul. xi Ki"f txi-xt txi-;1' {,.tn+t'ffi"a 21 2l v8,s lo3g,s 4,1 lq,4 SZ3,E

4o-41 bS Ez 4a,E v632,5 2,4 Sr8 217

42-43 CoO ls2 42,5 ZSSO o14 O,2 \2

44-as 4S tgl 44,9 2@2$ l,G 2rQ tr'-l

Ab-a+ 78 275 4G,S 11bl z,g t3 M448- Ag t) 248 4E,S GT,S s,6 3t,4 1o812

9-sl z 25C) S),S t0{ 7,c0 57,8 tts,6

Z=2fu lo,7z? 2U16

Banld

n 429

Page 8: Catatan Statistik

t3 OKtdoec aoro

Qo*o* \6.r^uG (pnubon acak)'1.

Conli:[:- 4 ibu hamrU ditnonq petuarq lahirn3o bagi pererrrpoaq Ca) dan lctr-prtsi <g) soma.

. :t:-:'..

2@r WrerqPuarl{ruqHprx)-

ot

23

4

tl to

41rc

Glw

o/,,

'1,,Torru ,r/,n

= I

bbBD E, F Gpb7 @"W

BQsa BqBq Gbw GG}F

,ir,r,_ . BBqg B@9 Gwob 6oe.r''.,." ,Qa

= ta BBqq BGG6 Gbre @aa

fl]etemp. foin 1

fat-r H'glomfiar t'an$ka jr

*,8 t Hr-.,H HrH HTT THT

! HHT THH TTH TTT..I 7, !(i,tlL rr.i:!,

X--pyanabcL zcak gong menSolufon nilai tar@t@ gorg tardapat & ruang conto!.*

oontoh ')X = $tsnlataran 5umtiah raagi gong d;1stusk-ao

?rx<z; ' P( x'c)+ F(x " r)

cth: Prx)-- (5J =, (#,r,) -rs.,: s -{1.., -{

25

cl =l

Plumg yorg rcrtatt,

2). ^'' 7 dadu dilempac.

X=.5uqloh nihi dan t€dua ddu: t

Sglae ou\cotre,' Gxco=6 {2_

' .,!: i"lJli:iir:i,:i

( {$*fllcp 4 S G

2

3)

4

5

G

1

3

1

5

G

1

I

a

+

&

?

4

s

S

6

1

&

Ito

q

1

&

Ir0

t\

+

8q

{o

lt

t1.

Page 9: Catatan Statistik

disrrit Cdisclzk)U"biGr(tq iliar

- -Fl!n-u (*.'1rryus) 9t : ta_qPojl-..L Egl .Ed:o,

L>pecohao.

{, -?pu lggl-u,qPl :- @-

P O<) 7to maka, o (,p ( L

2. Z?cr) = L

acar aisgrit)("/ vaflaful

PCi ;i PcD2-,

l3G

elzo Qlrp EtD:zE: P,4

5

,{r?

u[?,

9rlsc

(2,136

' \sp= 252 =4.

36b[*a1r'iGba

6; 1oIrn

'to

u ,rlre

4!p:r 'o!ugrrn ;i;- -'lze

r1 'lze,flr,

2)pelemparao koilt 2 d Nerc* ru(ai horapao fl1-T -r F=o --+ P(x-o':.7<

Ttt -+x=lHt --E x =l

HH -+x =2 --+?cx.c). tlc

rillfr &st sp;rai

E6<) = 4/a= !.

Page 10: Catatan Statistik

f^dY- Cxrfre- -1,6ra uut3i h9 91 ro -

.,='- ,oh- X

-t_ f^? y:Pcx)

*

o,s - ors

t i'-.r:-t.ntlo florr?blrrr{ 6i6nqp,, rr' ,. , ,r, .' Irl u J I-" r-

rr,qi I $ pe li,.'rlqfl'Jo Ce.gr n1r, hJ .v:

o,{ o,S

-io

VARIANc€ = 02

setuah Foin cH/r) =, Itl t- ^**,1

X=Vanabe{ acat muqcutn3g kriisan C.f)

. .* o ,lq o o o =2xt"pc)-A'

- , =:..,. P93r'tu1fs! : n Px -=- -n l-L:unrtat\rpcde 6q-""Cn-x)\

- (tO,KoMbtN^sr, \\_, n!x! cn-x1 \

=lx)' L:ustanapos4et" -.-, d!Sbq,tt@!1

- .-, - X*- ?elvgry-sat$S .i -a-:9.:-&fEgru F {el + o-g{g leJavut *r{$*!I, -

- t..g,m: 9,olbt zr.

'-21: ?rsq-, oror

= orlzfr.

.r.li J4i.tr ,;;:i,.*l

Page 11: Catatan Statistik

atau tnot gebcrnwb. n EalrJ

,5

4

5

G

1

3

A

5

G

1

B

1

5

G

a

B

I

5

G

1

I9

t0

G

1

B

I{o

,({

1

B

9to

({

lr9

0,*O* drsKrtt

Lz Bi.rorn"tqu ,

$ro*,OtL:s,!ut.! gr@ql

to*:l.gelioP p+AtgcIl Wqnpusd s lerrunqFrnan haeit $ g_qoa, , errksee @r gryoL.slksos 4gu Sgol ddob q?!t t{lgil berlma,

r petuang gtatr.r5=P

Pe\umg gogaL=q= 1-P

a Glodron pcrtornq tdor qernpngruhr hosi\ Ke5odtan Solarsutflgo.

X = l-Ondom vonabeL = vanaboL acnk .

c-or*oh'

D mtempor ) dadrr eebontTok r koJr

x- If\fft^ton 6ocntah wtoJa dzdu !l$ nnrrncrrc

L7_b45cDadu t).2

3

t{

5

G

0, ftUuot koin drtemPar 5 katr X.lJum\ah H (gomhrpn6o;

Zi = 32 Keladiao'

p " ee@n9 tuKgeg:

q : pejuong gog4L.

Y PC*)!23

.

t7.

; ;1lL!ri :ii-'ir-ai

Page 12: Catatan Statistik

Corttoh

@'5eUnf, Fotn ditempar 3kati X",luinLoh Ht,ng Mo...c!L.

Itp: (,1) {rl-l - tl!:i o)'l

ol(a-o)t g

9!r:D:(

{Ey1,r 24 I B

2rrr.2urrl

fga:QQf-r-dl =- ,'. .1,1 :3-z\G_z)r.4 2 B

,c-b$s:* *E:91 Tms*lY-e"b!esqu:9 s1ll.x=

%G G G,

X= fqurrrlLnYo ermtah nitai ) B P't%e q,r zrbe .

x Pcx)o 'let 3le

2 3ttB

3 ,lg

ApoUit" diambif a orang pqeten, b:rcp pduangr a.4%.am*,

o&luq e9.

o.Krrng dad l.b. lebh dari s tutnk, A.2 1a4 sdomo&

P=c,9 n'c,! t1. -{

4, l|:--1 -:P(l:0:t!I:i):":.i9:.r1.-3:14-l- P6=7) '-{t } (l+-}1 *r:r_1?PU= i\, /+\ , -:.1 I v '7 I.,**-. -. i 1,{e,*f, tc.,+f\4 / \'-'''r \'"'';

: ji t^ ^-1 ,^ ,\c

?r <o.q){ G.r)3

: )l (o,g)? (c, t )"

= o,Aaql al

=o.a22 p(x>s) = a,V1 to,4.1

-- 7 <ag)s_ (c. t.)'

1*# &"Rr spirat

'- E'-t

Page 13: Catatan Statistik

l=J. I {.rr-r

. .?'r lc

BtNor1141- $s{ :. lL= n P

Vaeta,Ugg:1 FTAGAM, d= ' n.P.cU

STANmR oevtAsr '. 6 . 'li.pT

FatssoxtiL> untuF foenghitrrng petuong dad gru-r 6e5odiofl gong tqs]di poOa gtocb tf'Ivttg.t alau area

Xt g =Konstan =2ra|6.2&

Jo.i J9q?Ie,rq E€p!:merritjh { f,ej\ig tep.poo. t1:9oo ?=L/<w= oroo!

' '-li 4rrt:i,,,:-l

Page 14: Catatan Statistik

Pcx) = (i) (t:i)(*

tI?popoto3i g=5,uK=€S.

YU=SamPeL

e\to\,6Eooo kortgrrq@rl $emqsang tdcpon 4@tbPontornboL, rooo teleporr putarL./

ambil tO Somret. prap pebang 5omrgfl\emilih telepon plmc?

N= 5Ooo

S=looo,/srco\( raa/

n:- to-

X=5 Pc*)= ('T) (*T")N-S=4oo

@_

@ fo^ qjian tardici dari ts gtangoao ptihan gu& md)ing-mosing der,gon har 5 rsemuogbrnn

&rn harga sztbr\orng fuuc. @ Pe{oong'

u.b# to Sour:bon UanS benar.

b. ? Jduroboq bcrrar.

g PotnH eeatft ta Jcrurbon be-nac'

fl. rnaks,imum $ 3arru6an b@nac.

. ')l; .*':iti sg:ir:,t

Page 15: Catatan Statistik

/f)YAOBAgiLtig ( PRoonsrLrrAs lpaunt re)

g = gnbung

n = tl1ryon/papcnorqorr.

Co.,d,trontrl RoUoU,Ut3 ( Petuonq !cr.q4urau)P(AIB) =J:oluons memgarcqU€Kl,a.n dgl relodiunB -tztah dimatrui

alBevret-ao rqqffirg$c16rtri-tatg1ryl

Fecemputr,-

A@

44e.

4A

2GO

-lrpo$U srrotffi, ia6tit'-ffi ocrr,

Ycc' = S0{- ICO- 41 . fGC

6 {6 qr' iL,a

d) t .a"rrh p,tpt;q gira cl\ulgtruiia -tztah pqgq!]gry,q!

P(qr,'., , 9!ri,: i. 'ol/*, ,:lKr,i nrrlrr. . r(c

e) Ia adotat bae-1p a!ru io Seorang tati-iztiP(OUI,r)= p(B)+ po.r) -pagnyl

"ffil ,rc*4€c _ Wsr $cn

f,umi" pcnUuaut eratu urtzYzh 9og qgng

.yg d'r'rci rrcflcrrut larris 1n6o,nt &n slatus

tcegiaton.

aq"!g ba.ap" paluang

a) ra odotah [email protected] P(t'.*

b) iu ndolah loH-takr a{au pcnw$gu. p(ilr r"i;

c) io odatoh pocrnpuarl,lho diketohui ia bc.rqa.l-/" tL-,

zr,\P(ri;"it,L lrit{Fir, I.i-r, 1-ar '',,, ry1.r.'-f,i11u\r) Op(rciBJ-!,iir..:u,i =io7g*,

Ltnion ( or/6rtau)

P(na*-auB)= P(AUB)

= PCA)+ PCB)- P(ane)

coqtoh sool,

*tli=i4ctlkc

ft<t-*,

Page 16: Catatan Statistik

- Bube-,rtun sp!,. qFqg. srlgBg

: b -@Iro,ra!Z-@ ppq1q1 r,t'r) cttuu,vgpnoz (o')F(*r. x 1""$)

- .Yz :7*-,.,'.?

*,J o-(Eil- L

. cJ //-krsamryn(t, 91ga)

f(x) = !. p)-....-v

6:rm g, !,"tBJg. . lt, 3,r4ts.

. /'.i.r.,,. .

- rl **\z2\-A/

r- \-

ftUsi d1*Us-i ncrmal batra,

{(2)'+ ' u-hz' "----vJn

z=x-A urrtuk

.l

A'o.C= L

.,-."

6

PCogzst,sG).

-@ O t,S@ t oo

FCo{z S t.sG) = PC-co<z < r,56) - P( -qo( z<o)= O,Q4oc-o,dw = q44%

@ PC 4 < -2,<t\ =o,@

-f 6 t;J -A

*ran{arn@ p(<o< x < Go) "--:vi'aast pe+< z < o?)

A"to / r^3- .^; iq-!o P(ffi<z<3),B-,44B

Page 17: Catatan Statistik

lLtr Nilar intzrrat- Uzmg drpalcaghr furrnqsurc datry oilai Frarnd@r gaeE tidqK btuhui

?endrgoon satrap t<cporcauoan untuts niroi 4 (rara- ratq popubsD .

Iabel n.a

r,gG -+ O,9T5O.

z)Stondar devtasr ?oputasi = fl = .s ls'os6'?4'- a.(t-x) =1fLfi=b ---,E=,lO61e,BT b (r-x) "9o%

Caittetarq,* I x -uo. # < A < -LX+ I oc Vfr- 1- r( ?- o.a,;frt'

/$ L 2 2o,gg 2,51G

--- fldK diK : n >/ba * V-zo* <A< 1r zx*- 0,98 /. b'lr,cl

I 2o,q5 1,960

n< 3() =V X-tx* < A"< i +tx* qqo {,Gr.t5

I 2o,Bo !,,ZBZ

ZST, = qgso

alX-Z6G 11'1(Xtzg*to c'12F( t19G tb.og6,3T t,96. re.offi,at

1,1o1+5. 15.O*o.*

Banld

Page 18: Catatan Statistik

NO

DATE

3). n=5o f, --rt4,a S=G,9

Btmt

T- zE:. <Sa{t?ua g6hz1SrStrfi.

A<x-zrfr174,5- 7,51G. G,1 < /-L ( t1q,r +2,51G. G,9

VB JB-

4) n=oo. --x = 3r/Go S= t40.@ . Int(,ual Kepatloan gb'lo

{@

3s? ao - q,4437a,16

s) trUs (t-a) -10%'o, oa

a,dYE t\yf,ct Zd l,c'4

> orlOo

a-"si*r.*-**trpi ii* 5-].+-)rir',11;;t.t J{-rrrr.,i,, i-rt'r. i ,.v.i ;-..51j1 4}r '{t:i31i. {rr:la,.F;, sFi.'irFr i:{.ry,fi

G) n=15 7-\451 S=3r5 9s%

t-x=gs%

d.. {"1n. ->v nlaa='z to

f1-t=t5-t=14.e/145

to/31 - &,H5 A< ro,3t*&r45 3'[ZS

"?rto.5t - 1,94

g,4z

Banld

Page 19: Catatan Statistik

NO

DATF

1)' Lat<i-Lat<i (Y) PenemB.rrfl Cz)

So <n) 83€1"1 CB) tu.t(rtiah <c) la

l\2a.h taroMrr hki-bki, bta dte,htpi ra 6M

2) n=,boo Nitai EEah, rtra,o dr=e€

&rQo bonBot< trrahosisuo $orB: a. t(urqq) dari rco.s

b. ?ntao rr,z-to2o.Lebih dn rA8

$Pehng setsmt, Og. Ekrorg O &n r ortrng sdrtnar,.

4)hrar boAon ar$ng paeU qn /t- aB dun c'oBr.g. tlitungtan qtr or[lng S,

c. Hntarq 1r3 -g,l-terberd our drbmbrcn, turqpo harrar, vririrrnr.rr trrs dikriluttarr,

4 PcVlg) = pcvns) = ;/p*,;,

= 36

P(B) */rn "8

b p ( qA lZ) . p(AB nz) = ut/.l*. , qr

L p(l?1,5<x<{8r} : pc-o/43 < Z < 1,og) = O, 862\ -01336' c,52gb, rqcc . 528 qnohrx?t",r?1 .

P {-? . {rc,* - r+r,{i\, p{.:r -i..CI3) = A,A2t?x toCf = }/2 nr$hlsrsrlr

Banla

Page 20: Catatan Statistik

c P(x>r8A) =p (t>1.,9d)= mahd.fuLb'

{ztsl zt.

b.p({)S,6) : P <z >o,611 * .o,2bt4.., t-o,zst1 ; o,778G

e.P (7,xx(3,4) = p C-o,tB <z < t,zz) - a,BtB9 - o, zt-tl'- o,Gltt

d P(x<g,f]*P(e< L,2z) --o,gBgr"Eo = 44 anie 7Q7. ' oro2i 4-o,oZ5; ,.O,ilw

'! l- ^ -.,^/ / .' . 1,'L. LY)

,A.9fta4.r,

Banld

Page 21: Catatan Statistik

a-

POT€,319 69Ttxtg Cuil Hrec-Iiestu)

- fltngkin bcnar atau tidats

H1 , - lotrnn dari +to

-Ut penuh wer4Jat.tandatt+", n(ttr

" 7u

-{. Ho ; Ht2. *-- o,ot f o,oSf o,to/d*.6. Rumus 3italietit u6t Cs+atHic. {est) gang cocok.

a.Hrtung garl'erhk uVi @r4n6n fu gang dtnili.. CM snp)S' fietrqr,Uf.un Dilqgah hritie -+ lr:iitogatr urrhrr rgppk tto

@. Keputrreon / tcesrqputan.

o

o

I

z(-z<7, atan

F = niB romton'

KENKO@ 36Lines.6mm

Page 22: Catatan Statistik

t -d/=n jr

+ aL.O.Oa ->

&rrdr soot,

koq bhup rda-raa biap *Wt Wg diaffr qruh nnvn -tawq aatat $osrmp. haku $+lo. *tr*

ranon furggo diihh M poputoet b*. kn dlWAt rata-{atd oqdl *ta.v . 0<= o,6'

O=4,1o fi=3G d.= 5'A

l. *[" , y'{- 15,* 4. Zhib 7 Zry.l-lt ' A+tab

2- o(.. o,og -7 2< -1,%

3. Zw, = x-y' ,1G.w-rb,T, Z4?un 4lo/%

zu> !.,% -7 t1" ditolak.

$Ustr pustwn @tt€i lanry lisfik rpi fua1 nofirpl W uitai

ldtyh Boo 8n. dq sinpngon Wu ao,16tr1. tl)i hp@ qin 4= Ba.pn. lzLoqt altaflatiftIg/4< d@pm. &fr ooat w lanp mEqhc,s}ittri'lq rala, ?d

L- lfo' N Vw1{t : /'(.<@

2. *.. oro5 i ruilzryct r Wfis

fu1-t,a5.X-A=?88-BOo=-tt4

KENKO@ 38 Lires, 6 hm

Page 23: Catatan Statistik

A=% KEtok. . 9=15. Xzo,ot.

*to,y't-<.3oa

rtu. ll> zdo(. a,a1 4lhi| >

lh,t >?,4

tlnit' F-lt : 2,5-%8 " !,5e/dn' ''/'t6

too,

Q,. ftopra C@uaq) gryL. = 4-P

)

\---,

,-o

\_-,/

o

t

sukrre ,qryast

SuEs danearoftL.

n " Ju,qbh samE,

,&o lnhs diperaEtr tsfltrS nanobiprockFGbe. E- o,to

nzm t Ps=28 .0,6 +tr. PS o.o+ d,Orto -+ Zltib ) 2,92Hr .P 7oD4

furrYstadn Fruubmffirci spn abu fut.

,..u.

KENKO@ 36Lines,6mm

1

Page 24: Catatan Statistik

fl, ' lts roo

11n: l[77a,d--- o,o5 + Z) r,os

Zhrt,X-y''{.=1So-1er'@=2 _ t,bb

a/t'n t*/^t* tE; &"nqqroon di@st(.

2\Dike/(otl!l. @m Wo tryJ/ib p&t\ nqdbr nonsL &Wrata-ra@ bJua. r(Iri srdta @?roh a@F

yargklnM 3 wqfb W dbaotd rata-ratct Zo,SJua. &trage\a$b. W@h. a:nct. ,., :,

rata-rata Wfaqtm vxiiO pgae # goJfia "upioll

? o< =o.oq -

l1o. N =nIL. N*u{'=o,ob a tomCi)=2,To5

thrr <- 2,269 ) thicT -2,re9

*ht,, a' A, 2o,5-2o ? o,s - o.trogs/n "16' o,1aG ?c/.ngotoan Cntanrqa

).*rq W*lkt*o r*.W I par*n $an.aan! yW nqsts -lor<>ng? rtd&fi bratq.%-atu cafitoh ** Mh fu, ,* "*"g \ory r*uo t*. @ 4 "

'horo 1saf a oL'o,o5'

Zffi, Ps-P = oACo -o,4o --a,& = O,OG - !,2..F% JW \lo,@zq

llr, P --orlo

ttt, P + o,4d---o,os.+ Zhil (-t,96

Zhit ) r,9o

KENKO@ go Lines, o mm

iI

Page 25: Catatan Statistik

Date lS&s *to -

A

++NOVA ( Anatrp,s ",f Varrancc)

Le dfsnaKon untpR q@ngq6i lctih M s dria. papulei.

+t, . lL,. /Lr-- Nz*lr r plrg sedire aaa saN Tato' Yg tidar .siarrta.

wwr#.wt#kCUTID@T

lqrqgrrfEln R[#o- cr"> "ffi.cu> fficrr> ftrtung Fhcl'fx CV,V,)

TREATL{ENT srcr<" lti -r.." K- {. a.2,5KK(KioLoM) + ili- F-l bt l-rhat

EALAT Tl(G= {KT-JI(S n -K -2 = JKG S; tobet+ceRRoA) n-K

TbTAL crr. ii. x,? -r: n-Lr:l J:l - n.K

TrT , Juqloh Kuodrat +fuL" ; L

X =Sr$lqh Kuodrzzt lrotoo = i .Ii-',Jurnloh brd.au,

p

Lottrtaq onotrsis do,ir

d-oro5 botlDo r?ta{

= (C&'+ b' ttut* . .+Eo") - (tzoo;z

4.5=s.@-f =T.ffi-72.@

= 3.Boo.

- T.:

=(E+#tirf.+sw=) -1pla)z, 4.s

i=blB=ao

= ?3OoO- J2.OO6= t.ooo,!,l!

KENKO@ 36 Lines. 6 mm

Page 26: Catatan Statistik

'Jrr-st<< : 2'MemgEr-brifinrn 5K DS Kr ttutnq +uua-.I?"idtmerit tooo 4-t =6) €j1,le."szt,3

r,r4^ vt 3 1f, , t,94 Tops(DG)

SoLat z Boo €d-a=tta g2: 2!@ : r=< g, =3,24N, -G

1otaL. A.Boc) 3t16"rg

.. l)r,,ez,As"Aq Kuran, Tt^it f stabel

tr , CIiniqql 66[ scdu rat2" {dk saq?. J,go4 < 3,9q

.) Ui T h,.*> z,t4 rr$

a) tht' 5,' , t,qc1 ;

5z

@t"*t^ Monolisis t4ool, @ @'ngqta o,CEi Tantuqn opo|err Slmis ror€k fEluaL gm brarqax.

A B c D E

,t 35 4a 32 45 5K{= Y j 2E.- n.K

75 i2 @ 53 29 = Al.zto-ry. = 49.&o- 45lDa,4

3z n 33 n 3t z Qal,G

2B AI % 4z 22 dt<t<= E-,-f -t3d t9 3L 4o 4 n R.K

41 23 40 23 4 =flry -1-12,44>z ,4G&- q565.3

26 Br 43 Z5 42 e 4o

# 9o 4B 42 & '- l,:25€'=N 208 3% ffi '\@ TI|B4E.

= TI(T-5KK = 42tl,G'1225,G = 2 ffiT

DD KT ftrit$q+ractmqfit la2E,co 1 fiG4

2Q6.6 35 BD,2

tuL. 41tt.g 39

KENKO@ 96 ures, o mm

{

Page 27: Catatan Statistik

No

Date I

i) (orm t'it > trft[

\i-ttt , tqmrmqL odo Sotu rafa'Utr saqa. 8.6 ) 2,Gts

a). oq . o,o5 mOt<a tto dfrotot(

a) t<ihs f l\o,q(a,*)l>s,6

a) {hit. 9rz , Z,G

sldu fidor hchan bohar rtakzbihi

l(D,5 itfi rqndcm O spbrL memilt<tihrfl . tL'o,o6. ffi..xi la,G t6z 22t5 2O,5 tG,4 19,4 t6,G t?,9 tzfi tv,gxi-i J,5{ o9a 5r3 3,33 o,1l 2,23 o,51 Od 441 3frr-;{i zaa o$4 rt.oB am A,fr o,32 oD3 tq,# to@

E Cxi-=)z

*1o,/4S to,s

*1, /,t > to,E

/y: opga thi+ >tops(e)+hit >1,B3

thlt ' x- : t:l,t?- t6rg = O,Gn = O,al

\.- -/

l

z6l.r O,94

KENKO@ 36 Lines,6 mm

4

Page 28: Catatan Statistik

No

Date SJxn eott.

P"r-**., Y=b-+b,X

x,voriqbel bc,bos Ci@?rt)1-yariobot k bcbg C@t+).

Dg,,noron untills:

l) $ererrtuton opo tubuogon /*otaan$ aqtara X cbn y

)<,= e$fatr htr;ort T luus eq.ph I damanay. hdrga cabc. I f*t. price

X b@rubah, tlrdkoY

Y=bo+ b, X 4 h. "?-b.F= EY;k:r 2x

br = SSnf = n>(fi)€€xX={)SEx n 2,4;z; - (:x;z

SS: Sum of Sqro.e - ,

t{rcftsiqn C'ltarson') Klet.&rg^ogt c

p= SSx : iE - cEx)c:^Y),1.nE(xz) - cEx),'){o:cy2) {Zx),} 6trtt state'tix f*

(r)z -+ diltoeteao Voridsi Y drfutostooq 6166; . Srsan'1o dqetastao var tiin pltdt th-e) - n

- { s r < +l n:o ., qntara \ dan 2{ 'tieis oda hrrfi.ngorf, (-rz)l'{ ; o0tqra t( don f cn-D

T don F 'perfecf' dffi rrytrf

Stordar 6,or (S)

bo+ S;b-= s{F. dimdna, S" JHgg S= SSy - b, e$.f.I;s-- '- l%e

br+35, ' $ n-?+

sE' n =ofz)- c>r)2

= n2.CxY)-CEX)CEY)

....'KENKO@ 36 Lines,6 mm *KoO{rSfn &*srmit1arstgpt*gl '$" 7a

''!-/ Mis: p.7z..5,cfs+. )2. o,gabs .977. -o4to[ Vaprot fiqtPwn.o'ta; Wt'fr.li. fdp ag*.* 6*tlr'{, } 1vp'laintxtb knts I

I

Page 29: Catatan Statistik

7+ BZ fr29 G124 G3t4

* qo zw A7% ?p{8?r tuAl w4 s53B

72 u ,.04 t r5G e1Pt0

&r 41 c*t 22og M94 65 BB& 4225 ?9So

9@ 99 92lG SBot 9z>+

99 s SBol 9Bol 98ctGA @ 4a89 +24 4556.

2,no7 G* fr.Dfr 5t.9do bZ.#

t:nlukgn Y= hg,tU, X

' n.Edtr)-EAK)=y) . |-brf, {' tr,B2+oFBts.n z(xz) -($f

= 9-[sg2B)-zo?.cg8

9.csr.ssr)- c#4f= 6s8

'419.3,22- I5r8.or" - 4ED6IQ '17,\- G\,2{

= O.1B = tlr82

b) Jiko x=g5. y= ? @ tlo 'r <o{. tr,Sz +o.?d)d -|[1 :r)o

:0.B2to.id. B5

/t,6%, rceh;oo

hpraLafl pce{tf ?

e: n.acxY) - (=x)ca7) -l.ago 7 trlBS c-+b dir,{ak.

{n>cxz)- nzya) -.9.c5a2s8) - ?o"G6B

tgGa ssil - cto.hg i srssot

(se: t(oe$Ei@r\ tor@@rtsi ficfrrk poeifiF

= l4.ti6 . l4ttG = o,EG -t nh, r frtr)rrr

. 4fr.2p- aos|2gD

r/(8Borg- asg. 6p) 1aa6 2- asM

KENKO@ 36 Linss.6 mm

m,8G kr&tr

x dar\ br

Page 30: Catatan Statistik

Date arJan bfi.

(PeBsnMaaN REqREBT qANh)

Y. bo+ b,x, * bz.Xz* ...+ btrXK

Y' Yariabd +idak Wg C@>Xr; Xz) ...; Xt< = Voriab4 b@tne, Cu-b f voriobet)

g QPeornaun

,J * b. + b, .

?_+ be.)ae

-+ Hargq fi) dQs€muhi ebr. bm€ Cx) darr parrorntarr <xa

(r) >Y - n. hro -t- br.EXr + 92. Ef,2(tr) :xX- bo.zXr + b,E(&2) -+bz2dxrXz)

([) :Xe.Y = bo zXz + b,2Cxr. xz) + bz ><&)2

b\toh. %istoxrt etrmirreii

n4z-tobo+ rzBbrf G*2 (x) ani nitaih3bz!l

9?8,2= l23bo+Gr5br+Be9bz (l)fuo= r65bot 66;9bt+ ffibz(S).

(t)*e,aJ> gtgB.? =W + (5ragbr + a%,Dbz*1 g#Z = + lc;ts 5, + 8e9 bz

n-243,!,= -lo3br +(-G9.5)b2 ....(g)9 ZqZ,l -- to3b.+ Gg,Dbz

(r) ,.(E) ..- (E).

Ettqrqci (E) aar cg) uttut( Nedogaft nitri h ddn E.

tGneud trqgdr Esr$arrfu. Fqfuff efurr4inostsrtu. = Pi.ra

i7,r'iffi Ri,o='--cgi

\-1*

I

Crq. Ey,-h tv - hrx,y - brElrv.,.. ..@

KENKO@ 36 Lines, 6 mm

hCn-r)

Page 31: Catatan Statistik

loflnr'

No

Date p&nueri 'to.-

l) $lo , tdt qda huurqn

tl1 ' ada hubungon

coi-e)" =Lihit, i:l €i

r=lJ,r

-0 tttn? tuto*t.i ,ffi' =oi 4) hourq,.o t_ "ror?*' tr= -* agn df=K-rttttmg Sotocoi e-rs@si =6u

htom sr.otu urrlf ilEnkj@rr dan kOiosoan mcrotots.

diFdch doE dan t8o orar€. (tl hpotase haru,c qda dtau .ldEn,.Jo hipairaN tiJdas -ugcrtLrng

D t haenzm m@DleK (d'o,b>'

tb,tdh adq hrbunqon <nWAn afi@d hipaftens^ > rcttzsmnoraratpft.

4,'do c@p aQtara hrpertcrrg I tebic,goqn merotsoF

z) {66 = -?3,6i + (*-:pe7f *cr.-zerf,tf n(63435 A,{t 23,c,8 *,G5 32,O3

la 6co-31oe)L + Ct9-.2s,:f26>Z

= 4,57 + 1,2t * {.G8+ 4,27 + l.t3+ !,b1 -- ,,4,43

I rl,.l

B)df.Ce-r)C"-r) *, B,991=2+V 'l,o'osca

r*

Page 32: Catatan Statistik

(5i fripo,tar;e bqhur rtngffi sn t q odcrb.h ffi dga dt ro,ot

a)*tr., fi*t*rt qrtda &rqEqr sftn soR

)\ : 0@t*ttt drffia hqta ean s. oR

r) tt'tr (oi-cir = oa7+ *U + CA3 + O,o7 + 9,11 + 41 19 = 1E,39

t) af.ez-D,cz-t)-2

tt'o \ (uuor9,8to g,gP 1139.

& enow-+ & htbaruo fiULat srzoR

KENI(O@ a6Liffi,om

r--