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  • 8/12/2019 03. Statistics

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    kflnsdoukfrpdysnes.nl

    Nkpirtflt Xinlts

    Rdm wirb bftf kmfls nlgirkftnil (nts mxfet bnetnilfry

    kmflnlc ns: cnvml gfets). Utftnstnefa bftf frm ig twi

    typms :

    (n) Xrnkfry bftf

    (nn) Umeilbfry bftf

    Sdml fl nlvmstncftir eiaamets bftf dnksmag wntd f

    bmgnlntm pafl ir bmsncl nl dns (dmr) knlb, nt ns efaamb

    Xrnkfry bftf.

    Bftf wdned frm lit irncnlfaay eiaametmb rftdmr i`tfnlmb

    grik pu`ansdmb ir ulpu`ansdmb siurems frm oliwl fs

    Umeilbfry bftf.

    Fgtmr eiaametnil ig bftf, tdm nlvmstncftir dfs ti gnlb

    wfys ti eilbmlsm tdml nl tf`uafr girk nl irbmr ti

    stuby tdmnr snamlt gmfturms. Uued fl frrflcmkmlt ns

    efaambXrmsmltftnil ig bftf.

    Pfw bftf wdml put nl fsemlbnlc ir bmsemlbnlc irbmr

    ig kfclntubm ns efaamb fl frrfy ir frrflcmb bftf.

    Rdm luk`mr ig tnkms fl i`smrvftnil ieeurs nl tdm

    cnvml bftf ns efaamb grmqumley ig tdm i`smrvftnil.

    Eafssms/eafss nltmrvfas frm tdm criups nl wdned faa tdm

    i`smrvftnils frm bnvnbmb.

    Uuppism eafss-nltmrvfa ns 68-08, tdml 68 ns efaamb aiwmr

    anknt flb 08 ns efaamb uppmr anknt ig tdm eafss

    Knb-vfaum ig eafss-nltmrvfa ns efaamb Eafss-kfro

    Eafss-kfro ;0

    ntankuppmrntankaiwmr

    Eafss-kfro ; aiwmr anknt +0

    6

    (bnggmrmlem `mtwmml tdm uppmr flb aiwmr anknts)

    Ng tdm grmqumley ig gnrst eafss nltmrvfa ns fbbmb ti tdm

    grmqumley ig smeilb eafss flb tdns suk ns fbbmb ti

    tdnrb eafss flb si il tdml grmqumlenms si i`tfnlmb

    frm oliwl fsEukuaftnvm Grmqumley (e.g.).

    Rdmrm frm twi typms ig eukuaftnvm grmqumlenms

    (f) amss tdfl, (`) crmftmr tdfl

    MTFKXAMU

    Mx.6 Cnvml `maiw frm tdm fcms ig 0= stubmlts ig eafss

    NT nl f sediia. Xrmpfrm f bnsermtm grmqumley

    bnstrn`utnil.

    6=, 67, 67, 62, 63, 63, 67, 6=, 6=, 67, 67, 63, 6=, 67,

    67, 62, 67, 6=, 62, 6=, 67, 67, 6=, 62, 6=.

    Uia. Grmqumley bnstrn utnil ig fcms ig 0= stubmlts

    Fcm Rfaay kfros Grmqumley

    62 2

    6= 467 68

    63 5

    Ritfa 0=

    Mx.0 Girk f bnsermtm grmqumley bnstrn`utnil grik tdm

    giaaiwnlc seirms:-

    Uia. 6=, 64, 67, 08, 0=, 02, 0=, 08, 67, 6=, 64, 64, 67, 02,

    6=, 08, 04, 58, 03, 67, 02, 0=, 08, 64, 04, 03, 0=, 02,

    02, 64, 64, 0=, 08, 67, 6=, 08, 03, 04, 0>, 67.

    5EDFXRMP

    UR RNURN U

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    Grmqumley Bnstrn`utnil ig Ueirms

    Wfrnftm Rfaay kfros Grmqumley

    6= 2

    67 7

    64 7

    08 7

    02 =

    0= =

    03 5

    04 5

    0> | 6

    58 | 6

    Ritfa 28

    Mx.5 Rdm wftmr tfx `naas (nl rupmms) ig 58 diusms nl f

    aiefanty frm cnvml `maiw. Eilstruet f criupmb

    grmqumley bnstrn`utnil wntd eafss snzm ig 68.

    58, 50, 2=, =2, 32, 34, 684, 660, 77, 37, 44, 28, 62,

    08, 6=, 5=, 22, 77, 3=, 42, >=, >7, 680, 668, 44, 32,

    660, 62, 52, 22.

    Uia. Dmrm tdm kfxnkuk flb knlnkuk vfaums ig tdm

    vfrnftm frm 660 flb 62 rmspmetnvmay.

    Pflcm ; 660 62 ; >4.

    Nt ns cnvml tdft tdm eafss snzm ns 68, flb

    snzmEafss

    Pflcm;

    68

    >4; >.4

    Ui, wm sdiuam dfvm 68 eafssms mfed ig snzm 68.

    Rdm knlnkuk flb kfxnkuk vfaums ig tdm vfrnftm

    frm 62 flb 660 rmspmetnvmay. Ui wm dfvm ti kfom

    tdm eafssms nl sued f wfy tdft gnrst eafss nleaubms

    tdm knlnkuk vfaum flb tdm afst eafss nleaubms

    tdm kfxnkuk vfaum. Ng wm tfom tdm gnrst eafss fs

    62-02 nt nleaubms tdm knlnkuk vfaum 62. Ng tdm afst

    eafss ns tfoml fs 682-662, tdml nt nleaubms tdm

    kfxnkuk vfaum 660. Dmrm, wm girk eafssms `y

    mxeausnvm kmtdib. Nl tdm eafss 62-02, 62 ns

    nleaubmb `ut 02 ns mxeaubmb. Unknafray, nl itdmr

    eafssms, tdm aiwmr anknt ns nleaubmb flb tdm uppmr

    anknt ns mxeaubmb.

    Nl tdm vnmw ig f`ivm bnseussnil, wm eilstruet

    tdm grmqumley bnstrn`utnil tf`am fs giaaiws:

    @naa (nl rupmms) Rfaay kfros Grmqumley

    62-02 2

    02-52 0

    52-22 5

    22-=2 5

    =2-72 | 6

    72-32 0

    32-42 =

    42->2 5

    >2-682 5

    682-662 2

    Ritfa 58

    Mx.2 Rdm kfros i tfnlmb `y 28 stubmlts ig eafss NT

    nl fl mxfknlftnil frm cnvml `maiw :

    64, 4, 60, 7, 4, 67, 60, =, 05, 0,67, 05, 0, 68, 08, 60,

    >, 3, 7, =, 5, =, 65, 06, 65, 6=, 08, 02, 6, 3, 06, 67,

    65, 64, 05, 3, 5, 64, 63, 67.

    Xrmsmlt tdm bftf nl tdm girk ig f grmqumley

    bnstrn`utnil usnlc tdm sfkm eafss snzm, ilm sued

    eafss `mnlc 6=-08 (wdmrm 08 ns lit nleaubmb)

    Uia. Rdm knlnkuk flb kfxnkuk kfros nl tdm cnvmlrfw bftf frm 8 flb 02 rmspmetnvmay. Nt ns cnvml

    tdft 6=-08 ns ilm ig tdm eafss nltmrvfas flb tdm

    eafss snzm ns sfkm. Ui, tdm eafssms ig mqufa snzm

    frm

    8-=, =-68, 68-6=, 6=-08 flb 08-0=

    Rdus, tdm grmqumley bnstrn`utnil ns fs cnvml

    ulbmr :

    Grmqumley Bnstrn`utnil ig Kfros

    Kfros Rfaay kfros Grmqumley

    8-= 7

    =-68 68

    68-6= 4

    6=-08 4

    08-0= 4

    Ritfa 28

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    Mx.= Rdm eafss kfros ig f bnstrn`utnil frm :

    23, =0, =3, 70, 73, 30, 33, 40, 43, >0, >3, 680 Bmtmrknlm

    tdm eafss snzm, tdm eafss anknts flb tdm trum eafss

    anknts.

    Uia. Dmrm tdm eafss kfros frm ulngirkay spfemb. Ui,

    tdm eafss snzm ns tdm bnggmrmlem `mtwmml fly twi

    eilsmeutnvm eafss kfros

    Eafss snzm ; =0 23 ; =

    Sm oliw tdft, ng f ns tdm eafss kfro ig f eafss

    nltmrvfa flb d ns nts eafss snzm, tdml tdm aiwmr flb

    uppmr anknts ig tdm eafss nltmrvfa frm f 0

    d

    flb f +0

    drmspmetnvmay..

    Aiwmr anknt ig gnrst eafss nltmrvfa

    ; 23 0

    =; 22.=

    Flb, uppmr anknt ig gnrst eafss nltmrvfa

    ; 23 +0

    =; 2>.=

    Ui, gnrst eafss nltmrvfa ns 22.= 2>.=

    Unknafray, wm i`tfnl tdm itdmr eafss anknts fs cnvml

    ulbmr :

    Eafss kfros Eafss anknts

    23 22.=-2>.=

    =0 2>.=-=2.=

    =3 =2.=-=>.=

    70 =>.=-72.=

    73 72.=-7>.=

    30 7>.=-32.=

    33 32.=-3>.=

    40 3>.=-42.=

    43 42.=-4>.=

    >0 4>.=->2.=

    >3 >2.=->>.=

    680 >>.=-682.=

    Unlem tdm eafssms frm mxeausnvm, si tdm trum eafss

    anknts frm sfkm fs tdm eafss anknts.

    Mx.7 Rdm eafss kfros ig f bnstrn`utnil frm 07, 56, 57,

    26, 27, =6, =7, 76, 77, 36. Gnlb tdm trum eafss anknts.

    Uia. Dmrm tdm eafss kfros frm ulngirkay spfemb. Ui,

    tdm eafss snzm ns tdm bnggmrmlem `mtwmml fly twi

    eilsmeutnvm eafss kfros.

    Eafss snzm ; 56 07 ; =.

    Ng f ns tdm eafss kfro ig f eafss nltmrvfa ig snzm

    d, tdml tdm aiwmr flb uppmr anknts ig tdm eafss

    nltmrvfa frm f 0

    dflb f +

    0

    drmspmetnvmay..

    Dmrm d ; =

    Aiwmr anknt ig gnrst eafss nltmrvfa

    ; 07 0

    =; 05.=

    Flb, uppmr anknt ig gnrst eafss nltmrvfa

    ; 07 +0

    =; 04.=

    Gnrst eafss nltmrvfa ns 05.= 04.=.

    Rdus, tdm eafss nltmrvfas frm:

    05.= 04.=, 04.= 55.=, 55.=54.=, 54.=25.=,

    25.=24.=, 24.==5.=

    Unlem tdm eafsss frm girkmb `y mxeausnvm kmtdib.

    Rdmrmgirm, tdmsm anknts frm trum eafss anknts.

    Eukuaftnvm Grmqumley

    F t f `a m w dn e d b n sp a fy s t dm k fl l mr n l w dn e d

    eukuaftnvm grmqumlenms frm bnstrn`utmb ivmr vfrnius

    eafssms ns efaamb f eukuaftnvm grmqumley bnstrn`utnil

    ir eukuaftnvm grmqumley tf`am.

    Rdmrm frm twi typms ig eukuaftnvm grmqumley.

    (6) Amss tdfl typm (0) Crmftmr tdfl typm

    MTFKXAMU

    Mx.3 Srntm biwl amss tdfl typm eukuaftnvm grmqumleyflb crmftmr tdfl typm eukuaftnvm grmqumley.

    Grmqumley

    628 62= 68

    62= 6=8 60

    6=8 6== 64

    6== 678 =

    678 67= =

    67= 638 54

    638 63= 00

    63= 648 08

    Dmncdt (nl ek)

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    Uia. Sm dfvm

    Dmncdt

    (nl ek)62862=

    62=6=8

    6=86==

    6==678

    67867=

    67=638

    63863=

    63=648

    Grmqumley 6 8 60 64 5= 2= 54 00 08

    Dmncdt

    Amss tdfl

    typm

    6 2= 6 =8 6 == 6 78 6 7= 6 38 6 3= 6 48

    Eukuaftnvm

    grmqumley68 00 28 3= 608 6=4 648 088

    Dmncdt

    Crmftmr

    tdfl typm

    6 28 6 2= 6 =8 6 == 6 78 6 7= 6 38 6 3=

    Eukuaftnvm

    grmqumley 088 6>8 634 678 60= 48 20 08

    Mx.4 Rdm bnstflems (nl ok) eivmrmb `y 02 efrs nl 0

    diurs frm cnvml `maiw :

    60=, 628, 604, 684, >7, 62>, 657, 660, 42, 605, 658,

    608, 685, 4>, 7=, 685, 62=, >3, 680, 43, 73, 34, >4,

    607

    Pmprmsmlt tdmk fs f eukuaftnvm grmqumley tf`am

    usnlc 78 fs tdm aiwmr anknt ig tdm gnrst criup flb

    faa tdm eafssms dfvnlc tdm eafss snzm ig 6=.

    Uia. Sm dfvm, Eafss snzm ; 6=

    Kfxnkuk bnstflem eivmrmb ; 62> ok.Knlnkuk bnstflem eivmrmb ; 7= ok.

    Pflcm ; (62> 7=) ok ; 42 ok.

    Ui, luk`mr ig eafssms ; 7

    7.=

    6=

    42

    Rdus, tdm eafss nltmrvfas frm 78-3=, 3=->8,

    >8-68=, 68=-608, 608-65=, 65=-=8.

    Rdm eukuaftnvm grmqumley bnstrn`utnil ns fs cnvml

    `maiw :

    Eafss Rfaay G rm qumle y Eukuaftnvm

    nltmrvfa kfros grmqumley

    78-3= 0 0

    3=->8 2 7

    >8-68= 7 60

    68=-608 0 62

    608-65= 7 08

    65=-6=8 2 02

    Mx.> Rdm giaaiwnlc tf`am cnvms tdm kfros seirmb `y

    534 stubmlts nl fl mltrflem mxfknlftnil :

    Kfros Li. ig stubmlts

    8-68 5

    68-08 60

    08-58 57

    58-28 37

    28-=8 >3

    =8-78 4=

    78-38 5>

    38-48 60

    48->8 60

    >8-688 7

    Grik tdns tf`am girk (n) tdm amss tdfl smrnms, flb

    (nn) tdm kirm tdfl smrnms.

    Uia.(n) Amss tdfl eukuaftnvm grmqumley tf`am

    Kfros i tfnlmb Luk`mr ig stubmlts

    (Eukuaftnvm grmqumley)

    Amss tdfl 68 5

    Amss tdfl 08 6=

    Amss tdfl 58 =6

    Amss tdfl 28 603

    Amss tdfl =8 002

    Amss tdfl 78 58>

    Amss tdfl 38 524

    Amss tdfl 48 578

    Amss tdfl >8 530

    Amss tdfl 688 534

    (nn) Kirm tdfl eukuaftnvm grmqumley tf`am

    Kfros i`tfnlmb Luk`mr ig stubmlts

    (Eukuaftnvm grmqumley)

    Kirm tdfl 8 534Kirm tdfl > 53=

    Kirm tdfl 6> 575

    Kirm tdfl 0> 503

    Kirm tdfl 5> 0=3

    Kirm tdfl 2> 6=2

    Kirm tdfl => 7>

    Kirm tdfl 7> 58

    Kirm tdfl 3> 64

    Kirm tdfl 4> 7

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    Mx.68 Gnlb tdm uloliwl mltrnms (f,`,e,b,m,g,c) grik tdm

    giaaiwnlc grmqumley bnstrn`utnil ig dmncdts ig =8

    stubmlts nl f eafss :

    Eafss nltmrvfas Grmqumley Eukuaftnvm

    (Dmncdts nl ek) grmqumley

    6=8-6== 60 f

    6==-678 ` 0=

    678-67= 68 e

    67=-638 b 25

    638-63= m 24

    63=-648 0 g

    Ritfa c

    Uia. Unlem tdm cnvml grmqumley bnstrn utnil ns tdm

    grmqumley bnstrn`utnil ig dmncdts ig =8 stubmlts.

    Rdmrmgirm,

    c ; =8.

    Grik tdm tf`am, wm dfvm

    f ; 60, ` + 60 ; 0=, 60 + ` + 68 ; e,

    60 + ` + 68 + b ; 25,

    60 + ` + 68 + b + m ; 24 flb

    60 + ` + 68 + b + m + 0 ; gLiw, ` + 60 ; 0= ` ; 65

    60 + ` + 68 ; e

    60 + 65 + 68 ; e _ ` ; 65[

    e ; 5=

    60 + ` + 68 + b ; 25

    60 + 65 + 68 + b ; 25 _ ` ; 65[

    b ; 4

    60 + ` + 68 + b + m ; 24

    60 + 65 + 68 + 4 + m ; 24

    _ ` ; 65, b ; 4[

    m ; =

    flb, 60 + ` + 68 + b + m + 0 ; g

    60 + 65 + 68 + 4 + = + 0 ; g

    g ; =8.

    Dmlem, f ; 60, ` ; 65, e ; 5=, b ; 4,

    m ; =, g ; =8 flb c ; =8.

    Mx.66 Rdm kfros iut ig 68 i`tfnlmb `y 50 stubmlts

    frm : 0, 2, 5, 6, =, 2, 5, 4, >, 3, 4, =, 2, 5, 7, 3, 2,

    3, >, 4, 7, 2, 0, 6, 8, 8, 0, 7, 3, 4, 7, 6.

    F rr f y t dm b ft f f lb g ir k t dm g rm qu ml ey

    bnstrn`utnil

    Uia. Fl frrfy ig tdm cnvml bftf ns prmpfrmb `y

    frrflcnlc tdm seirms nl fsemlbnlc irbmr fs

    giaaiws :

    8, 8, 6, 6, 6, 0, 0, 0, 5,5,5, 2,2,2,2,2,

    =,=, 7,7,7,7, 3,3,3,3, 4,4,4,4, >,>.

    Grmqumley bnstrn`utnil ig tdm kfros ns sdiwl

    `maiw.

    Kfros Rfaay kfros Grmqumley

    8 || 0

    6 ||| 5

    0 ||| 5

    5 ||| 5

    2 =

    = || 0

    7 |||| 2

    3 |||| 2

    4 |||| 2

    > || 0

    Mx.60 Xrmpfrm f bnsermtm grmqumley bnstrn`utnil grik

    tdm bftf cnvml `maiw, sdiwnlc tdm wmncdts nl oc

    ig 58 stubmlts ig eafss WN.

    5>, 54, 20, 26, 5>, 54, 5>, 20, 26, 5>, 54, 54 26, 28,

    26, 20, 26, 5>, 28, 54, 20, 25, 2=, 25, 5>, 54, 26, 28,

    20, 5>.

    Uia. Rdm bnsermtm grmqumley bnstrn`utnil tf`am gir tdm

    wmncdt (nl oc) ig 58 stubmlts ns sdiwl `maiw.

    Smncdts (nl oc) Rfaay kfros Grmqumley

    54 | 7

    5> || 3

    28 ||| 5

    26 | 7

    20 =

    25 || 0

    2= | 6

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    Mx.65 Rdm eafss kfros ig f bnstrn`utnil frm 40, 44, >2,

    688, 687, 660 flb 664. Bmtmrknlm tdm eafss snzm

    flb tdm eafssms.

    Uia. Rdm eafss snzm ns tdm bnggmrmlem `mtwmml twi

    eilsmeutnvm eafss kfros. Eafss snzm ; 44 40

    ; 7. Liw 40 ns tdm eafss kfro ig tdm gnrst eafss

    wdism wnbtd ns 7.Eafss anknts ig tdm gnrst eafss

    frm 40 0

    7flb 40 +

    0

    7n.m. 3> flb 4=. Rdus, tdm

    gnrst eafss ns 3>-4=. Unknafray, tdm itdmr eafssms frm

    4=>6, >6 >3, >3685, 685 68>, 68> 66= flb

    66= 606.

    Mx.62 Rdm eafss kfros ig f bnstrn`utnil frm 65, 63, 06,

    0= flb 0>. Gnlb tdm trum eafss anknts.

    Uia. Rdm eafss kfros frm 65, 63, 06, 0= flb 0>.

    Rdm eafss kfros frm ulngirkay spfemb.

    Eafss snzm ; bnggmrmlem `mtwmml twi eilsmeutnvm

    eafss kfros

    ; 63 65 ; 2

    Dfag ig tdm eafss snzm ;0

    2; 0

    Ri gnlb tdm eafssms ilm dfs ti su`trfet 0 grik

    flb fbb 0 ti mfed ig tdm eafss kfros.

    Dmlem, tdm eafssms frm

    66 6=

    6= 6>

    6> 05

    05 03

    03 56

    Unlem tdm eafssms frm mxeausnvm, tdm trum eafss

    anknts frm tdm sfkm fs tdm eafss anknts. Ui tdm

    aiwmr eafss anknts fs wmaa fs tdm trum aiwmr eafss

    anknts frm 66, 6=, 6>, 05 flb 03. Rdm uppmr eafss

    anknts fs wmaa fs tdm trum uppmr eafss anknts frm 6=,

    6>, 05, 03 flb 56.

    Mx.6= Eilvmrt tdm cnvml snkpam grmqumley smrnms nlti f :

    (n) Amss tdfl eukuaftnvm grmqumley smrnms.

    (nn) Kirm tdfl eukuaftnvm grmqumley smrnms.

    Kfros Li. ig stubmlts

    8-68 5

    68-08 3

    08-58 60

    58-28 4

    28-=8 =

    Uia.(n) Amss tdfl eukuaftnvm grmqumley smrnms

    Kfros Li. ig stubmlts

    Amss tdfl 68 5

    Amss tdfl 08 68 ( ; 5 + 3 )

    Amss tdfl 58 00 ( ; 5 + 3 + 60 )

    Amss tdfl 28 58 ( ; 5 + 3 + 60 + 4 )Amss tdfl =8 5= ( ; 5 + 3 + 60 + 4 + = )

    (nn) Kirm tdfl eukuaftnvm grmqumley smrnms

    Kfros Li. ig stubmlts

    Kirm tdfl =8 8

    Kirm tdfl 28 =

    Kirm tdfl 58 65

    Kirm tdfl 08 0=

    Kirm tdfl 68 50

    Kirm tdfl 8 5=

    Mx.67 Eilvmrt tdm giaaiwnlc kirm tdfl eukuaftnvm

    grmqumley smrnms nlti snkpam grmqumley smrnms.

    Kfros Li. ig stubmlts

    Kirm tdfl 8 28

    Kirm tdfl 68 57

    Kirm tdfl 08 0>

    Kirm tdfl 58 67

    Kirm tdfl 28 =

    Kirm tdfl =8 8

    Uia. Unkpam grmqumley bnstrn`utnil tf`am

    Kfros Grmqumley

    8-68 2 ( ; 28 57)

    68-08 3 ( ; 57 0>)08-58 65 ( ; 0> 67 )

    58-28 66 ( ; 67 = )

    28-=8 = ( ; = 8 )

    Mx.63 F tmst wfs eilbuetmb nl f eafss ig 58 stubmlts

    wntd kfxnkuk kfros 0=. Rdm kfros i`tfnlmb frm

    cnvml `maiw. Eilstruet f grmqumley bnstrn`utnil

    tf`am wntd f eafss snzm ig =, 04, 03, 08, 06, 63, 64,

    64, 68, 60, 4, 3, 6=, 68, 66, 0=, 6>, 06, 63, 60, 64,

    2, 4, 60, 63, >, =, 3, 60, 64, 03

    Uia.Kfros Rfaay Luk`mr ig

    Utubmlts

    8 = N 6

    = 68 =

    68 6= 4

    6= 08 >

    08 0= NNN 5

    0= 58 NNNN 2

    Ritfa ; 58

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    Mx.64 Rdm kfros i`tfnlmb `y 5= stubmlts nl f eafss frm

    cnvml `maiw. Eilstruet tdm eukuaftnvm grmqumley

    tf`am :

    Kfros Luk mr ig

    i`tfnlmb stubmlts

    8 6

    6 0

    0 2

    5 2

    2 5

    = =

    7 2

    3 7

    4 5

    > 0

    68 6

    Uia.

    Kfros Grmqumley Luk`mr ig stubmlts

    8 6 6

    6 0 5 (;6 + 0)

    0 2 3 (;6 + 0 + 2)

    5 2 66 (;6 + 0 + 2 + 2)

    2 5 62 (;6 + 0 + 2 + 2 + 5)

    = = 6> (;6 + 0 + 2 + 2 + 5 + =)

    7 2 05 (;6 + 0 + 2 + 2 + 5 + = + 2)

    3 7 0> (;6 + 0 + 2 + 2 + 5 + = + 2 + 7)

    4 5 50 (;6 + 0 + 2 + 2 + 5 + = + 2 + 7 + 5)

    > 0 52 (;6 + 0 + 2 + 2 + 5 + = + 2 + 7 + 5 + 0)68 6 5= (;6 + 0 + 2 + 2 + 5 + = + 2 + 7 + 5 + 0 + 6)

    Ritfa ; 5=

    Mx.6> Rdm bnstrn`utnil ig fcms (nl ymfrs) ig 28 pmrsils

    nl f eiaily ns cnvml `maiw.

    Fcm Luk`mr ig

    (nl ymfrs) Xmrsils

    08-0= 3

    0=-58 68

    58-5= 4

    5=-28 7

    28-2= 2

    2=-=8 =

    (f) Bmtmrknlm tdm eafss kfro ig mfed eafss

    (`) Sdft ns tdm uppmr eafss anknt ig 2td eafss

    (e) Bmtmrknlm tdm eafss snzm

    Uia.(f) Eafss kfros frm

    0

    0=08 ,

    0

    580= ,

    0

    5=58 ,

    0

    285= ,

    0

    2=28 ,

    0

    =82=

    ; 00.=, 03.=, 50.=, 53.=, 20.=, 23.=

    ( ) Rdm giurtd eafss nltmrvfa ns 5=28. Nts

    uppmr anknt ns 28

    (e) Rdm eafss snzm ns 0= 08 ; =

    Mx.08 Giaaiwnlc ns tdm bnstrn utnil ig kfros ig 28

    stubmlts nl f eafss. Eilstruet f eukuaftnvm

    grmqumley bnstrn`utnil tf`am.

    Kfros Lu k mr i g s tub ml ts

    8-68 5

    68-08 4

    08-58 >

    58-28 6=

    28-=8 =

    Uia.

    Eafss Grmqumley Eukuaftnvm

    nltmrvfa Grmqumley868 5 5

    6808 4 66 ( ; 5 + 4 )

    0858 > 08 ( ; 5 + 4 + >)

    5828 6= 5= ( ; 5 + 4 + > + 6=)

    28=8 = 28 ( ; 5 + 4 + > + 6= + =)

    Ritfa ; 28

    Mx.06 Rdm eafss kfros ig f bnstrn`utnil frm 0=, 5=, 2=,

    ==, 7= flb 3=.

    Bmtmrknlm tdm eafss snzm flb eafss anknt.

    Uia. Eafss snzm ; Rdm bnggmrmlem `mtwmml tdm eafss

    kfros ig twi fbjfemlt eafssms.

    ; 5= 0= ; 68

    Sm lmmb eafssms ig snzm 68 wntd eafss kfros fs

    0=, 5=, 2=, ==, 7=, 3=

    R dm e af ss a nkn ts g ir t dm g nr st e af ss f rm

    0= 0

    68flb 0= +

    0

    68

    n.m. 08 flb 58

    Gnrst eafss ns, tdmrmgirm, 0858

    Unknafray, tdm itdmr eafssms frm 58 28, 28 =8,

    =8 78, 78 38, 38 48

    Mx.00 Cnvml `maiw ns tdm eukuaftnvm grmqumleybnstrn`utnil tf`am sdiwnlc tdm kfros smeurmb `y

    28 stubmlts.

    Kfros Luk`mr ig

    stubmlts

    @maiw 08 =

    @maiw 28 68

    @maiw 78 0=

    @maiw 48 50

    @maiw 688 28

  • 8/12/2019 03. Statistics

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    Amt T `m tdm kmfl ig tdm vfaums 5, 2, 7, 4, 62. Rdml,

    T ;=

    5=

    =

    624725

    ; 3

    Liw, suk ig tdm bmvnftnils ig tdm vfaums 5, 2, 7,

    4, 62 grik tdmnr kmfl T ; 3 ns cnvml `y; (5 3) + (2 3) + (7 3) + (4 3)

    + (62 3) ; 2 5 6 + 6+ 3 ; 8.

    Mx.07 Rdm kmfl ig 28 i`smrvftnils wfs 678. Nt wfs

    bmtmetmb il rmedmeonlc tdft tdm vfaum ig 67= wfs

    wrilcay eipnmb fs 60= gir eikputftnil ig kmfl.

    Gnlb tdm eirrmet kmfl.

    Uia. Dmrm, l ; 28, T ; 678

    Ui, T ; nxl6

    678 ; nx28

    6

    nx 28 ; 7288

    Nleirrmet vfaum ig nx ; 7288Liw,

    Eirrmet vfaum ig nx; Nleirrmet vfaum ig nx Nleirrmet ntmk

    + Eirrmet ntmk

    Eirrmet vfaum ig nx ; 7288 60=+ 67= ; 7228

    Eirrmetkmfl

    ;28

    7228

    l

    xigvfaumEirrmet n ; 676.

    Mx.03 Rdm kmfl ig 68 luk`mrs ns 08. Ng = ns su`trfetmb

    grik mvmry luk`mr, wdft wnaa `m tdm lmw kmfl 9

    Uia. Amt x6, x0,...,x68 `m 68 luk`mrs wntd tdmnr kmfl

    mqufa ti 08. Rdml,

    nxl

    6T

    08 ;68

    x...xx 6806

    x6+ x0 +...+ x68 ; 088 ....(n)

    Lmw luk`mrs frm x6 =, x0 =,..., x68 =. Amt

    'T `m tdm kmfl ig lmw luk`mrs.

    Rdml,

    68

    )=x(...)=x()=x('T 6806

    68

    =8088

    68

    68=)x...xx('T 6806

    _]snlc (n)[

    'T ; 6=.

    Mx.04 Rdm kmfl ig 67 luk`mrs ns 4. Ng 0 ns fbbmb ti

    mvmry luk`mr, wdft wnaa `m tdm lmw kmfl 9

    Uia. Amt x6,x0,x5,...,x67`m 67 luk`mrs wntd tdmnr kmfl

    mqufa ti 4. Rdml,

    nxl6T

    4 ;67

    x...xx 6706

    x6+ x0 +...+ x67 ; 67 4 ; 604 ...(n) Lmw

    luk`mrs frm x6+ 0, x0+ 0, x5 + 0,..., x67+ 0. Amt 'T

    `m tdm kmfl ig lmw luk`mrs. Rdml,

    67

    )0x(...)0x()0x('T 6706

    67

    50604

    67

    670)x...xx(

    'T

    6706

    _]snlc(n)[

    6867

    678'T

    Mx.0> Ng x6, x0,...,xl frm l vfaums ig f vfrnf`am T sued

    tdft

    l

    6n

    n )0x( ; 668 flb

    l

    6n

    n )=x( ; 08. Gnlb tdm

    vfaum ig l flb tdm kmfl.

    Uia. Sm dfvm,

    l

    6n

    n )0x( ; 668 flb

    l

    6n

    n )=x( ; 08

    (x6 0) + (x0 0) +...+ (xl 0) ; 668

    flb (x6 =) + (x0 =) +...+ (xl =) ; 08

    (x6 + x0 +...+ xl) 0l ; 668 flb

    (x6 + x0 +...+ xl) =l ; 08

    l0x

    l

    6nn

    ; 668 flb

    l

    6nn

    08l=x

    U 0l ; 668 flb U =l ; 08

    Rdus, wm dfvm

    U 0l ; 668 ....(n)

    flb U =l ; 08 ....(nn)

    Uu`trfetnlc (nn) grik (n), wm cmt

    5l ; >8 l ; 58

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    kflnsdoukfrpdysnes.nl

    Xuttnlc l ; 58 nl (n), wm cmt

    U 78 ; 668 U ; 638

    l

    6n

    n 638x

    Kmfl ;5

    63

    58

    638x

    l

    6 l

    6n

    n

    Dmlem, l ; 58 flb kmfl5

    63.

    Frntdkmtne Kmfl ig ]lcriupmb BftfFrntdkmtne kmfl ig rfw bftf (wdml grmqumley ns

    lit cnvml) :Rdm frntdkmtne kmfl ig f rfw bftf ns i`tfnlmb `y

    fbbnlc faa tdm vfaums ig tdm vfrnf`ams flb bnvnbnlc

    tdm suk `y titfa luk`mr ig vfaums tdft frm fbbmb.

    Frntdkmtne kmfl

    ( x ) ;

    l

    x...xx l06 ;

    l

    6

    l

    6n

    nx

    Rdm syk`ia

    l

    6n

    nx bmlitms tdm suk x6+ x0+ ... + xl.

    MTFKXAMUMx.58 Lmmtf flb dmr giur grnmlbs smeurmb 7=, 34, 40, >2

    flb 36 kfros nl f tmst ig kftdmkftnes. Gnlb tdm

    fvmrfcm (frntdkmtne kmfl) ig tdmnr kfros.

    Uia. Frntdkmtne kmfl ir fvmrfcm

    ;=

    36>240347= ;

    =

    5>8; 34

    Dmlem, frntdkmtne kmfl ; 34

    Mx.56 Rdm kfros i`tfnlmb `y 68 stubmlts nl pdysnes

    iut ig 28 frm 02, 03, 0>, 52, 50, 6>, 07, 5=, 64, 06.

    Eikputm tdm kmfl ig tdm kfros.

    Uia. Kmfl ig tdm kfros ns cnvml `y

    68

    06645=076>50520>0302x

    ;68

    07=; 07.=8

    Mx.50 Rdm kmfl ig 08 i`smrvftnils wfs giulb ti `m

    2 3. @ ut a ft mr n t w fs b ns ei vm rm b t df t i lm

    i`smrvftnil 77 wfs wrilcay tfoml fs 47. Gnlb

    tdm eirrmet kmfl.

    Uia. Dmrm, l ; 08, x

    ; 23

    Sm dfvm, x ;l

    x

    l

    6n

    n 23 ;

    08

    x

    l

    6n

    n

    l

    6n

    nx ; 23 08 ; >28.

    @ut tdm seirm 77 wfs wrilcay tfoml fs 47.

    Eirrmet vfaum ig

    l

    6n

    nx ; >28 + 77 47 ; >08

    Eirrmet kmfl ;08

    >08 ; 27

    Mx.55 F efr iwlmr `uys pmtria ft Ps. 08.88, Ps. 02.88

    flb Ps. 0=.88 pmr antrm gir tdrmm sueemssnvm ymfrs.

    Eikputm tdm fvmrfcm eist pmr antrm ig pmtria wdml

    dm spmlbs Ps. 60888 il pmtria mfed ymfr.

    Uia. Dmrm, tdm fkiults ig pmtria puredfsmb nl tdrmm

    sueemssnvm ymfrs frm8808

    60888

    .antrms,

    8802

    60888

    .antrms

    flb880=

    60888

    .antrms rmspmetnvmay n.m. 788 antrms, =88

    antrms flb 248 antrms rmspmetnvmay.

    Ritfa fkiult ig kilmy spmlt il pmtria nl

    5 ymfrs

    ; Ps 60888 5 ; Ps 57888

    Fvmrfcm eist pmr antrm ig pmtria

    ;puredfsmbpmtriaigfkiultRitfa

    pmtriailspmltkilmyigfkiultRitfa

    ;antrms248=88788

    57888Ps

    )( ;

    antrms6=48

    57888Ps

    ; Ps 00.34 pmr antrm (fpprix.)

    Mx.52 Gnlb tdm kmfl ig tdm giaaiwnlc luk`mrs : 60, 62,

    63, 0=, 68, 66, 08, 4, 6=, flb 64.

    Uia. Kmfl ;68

    646=40866680=636260

    ;68

    6=8; 6=

    Mx.5= Rdm kmfl ig =, 3, p, 66, 6=, 63, flb 08 ns 60,

    gnlb p.

    Uia. Kmfl ;3

    08636=66p3=

    60 ;3

    p3=

    p + 3= ; 60 3 p ; >

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    Mx.57 Ng x bmlitm tdm kmfl ig x6, x0, ..., xl, sdiw tdft

    l

    6n

    n xx )(

    Uia. l

    xxxx l06

    ...

    ; x6 + x0 +... + xl ; lx (n)

    ;(x6 x ) ; (x6 x ) + (x0 x ) + ...

    ... + (xl x6)

    ; (x6 + x0+ ... + xl) lx

    ; lx lx

    ; 8 (grik (n))

    Mx.53 Ng tdm kmfl ig = i`smrvftnils ns 6= flb tdft ig

    flitdmr 68 i`smrvftnils ns 08, gnlb tdm kmfl ig

    faa 6= i`smrvftnils

    Uia. Amt gnrst gnvm i`smrvftnils `m x6,...,x=

    Kmfl ;=

    xxx =06 ...

    6= ;=

    xxx =06 ...

    x6 + ... + x= ; 3= (n)

    Amt lmxt tml i`smrvftnils `m y6 + . . . + y68.

    Kmfl ;68

    yy 686 ...

    08 ;68

    yy 686 ...

    y6 + ... + y68 ; 088 (nn)

    Rdm kmfl ig faa 6= i`smrvftnils wnaa `m

    6=

    yyxx 686=6 )...()...(

    ;6=

    0883= (grik (n) flb (nn))

    ; 64.55

    N g f v fr nf tm T t fo ms v fa um s x6,x 0...xl wntd

    eirrmspilbnlc grmqumlenms g6,g0,g5,...,glrmspmetnvmay,

    tdml frntdkmtne kmfl ig tdmsm vfaums ns

    T ;l06

    ll0066

    g...gg

    xg...xgxg

    ir T ;L

    xg

    l

    6n

    nn

    , wdmrm L ;

    l

    6n

    ng ; g6+g0+...+ gl

    Mx.54 Gnlb tdm kmfl ig tdm giaaiwnlc bnstrn`utnil :

    x : 2 7 > 68 6=

    g : = 68 68 3 4

    Uia. Efaeuaftnil ig Frntdkmtne Kmfl

    xn

    gn

    gnx

    n2 = 08

    7 68 78

    > 68 >8

    68 3 38

    6= 4 608

    28gL n 578xg nn

    Kmfl ;28

    578

    g

    xgT

    n

    nn

    ; >.

    Mx.5> Gnlb tdm kmfl ig tdm giaaiwnlc bnstrn`utnil :

    x : 68 58 =8 38 4>

    g : 3 4 68 6= 68

    Uia. Efaeuaftnil ig Kmfl

    xn gn gnxn

    68 3 38

    58 4 028

    =8 68 =88

    38 6= 68=8

    4> 68 4>8

    gn; L ; =8 gnxn ; 03=8

    Kmfl ;=8

    03=8

    L

    xg nn

    ; ==.

    Mx.28 Gnlb tdm vfaum ig p, ng tdm kmfl ig giaaiwnlc

    bnstrn`utnil ns 3.=.

    x : 5 = 3 > 66 65

    y : 7 4 6= p 4 2

    Uia. Efaeuaftnil ig Kmfl

    xn gn gnxn

    5 7 64

    = 4 28

    3 6= 68=

    > p >p

    66 4 44

    65 2 =0

    L ; Ugn; 26 + p Ug nxn; 585 + >p

    Sm dfvm, gn ; 26 + p, gnxn ; 585 + >p

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    Kmfl ;n

    nn

    g

    xg

    3.= ;p26

    p>585

    3.= (26+ p) ; 585 + >p

    583.=+3.=p ; 585 + >p

    >p 3.=p ; 583.= 585

    6.=p ; 2.= p ; 5

    Mx.26 Gnlb tdm knssnlc grmqumlenms nl tdm giaaiwnlc

    grmqumley bnstrn`utnil ng nt ns oliwl tdft tdm

    kmfl ig tdm bnstrn`utnil ns 6.27.

    Luk`mr i g

    feenbmlts (x) : 8 6 0 5 2 = Ritfa

    Grmqumley (g) : 27 9 9 0= 68 = 088

    Uia. Amt tdm knssnlc grmqumlenms `m gt flb g0

    Efaeuaftnil ig Kmfl

    xn gn gnxn

    8 27 8

    6 g6 g6

    0 g0 3=

    5 0= 0g 0

    2 68 28

    = = 0=

    L ; 47 + g6 + g0 gnxn ; 628 + g6 + 0g0

    Sm dfvm : L ; 088

    088 ; 47 + g6 + g0 g6 + g0 ; 662 ....(n)

    Fasi,

    Kmfl ; 6.27

    6.27 ;L

    xg nn

    6.27 ;088

    g0g628 00

    0>0 ; 628 + g6 + 0g0

    g6 + 0g0 ; 6=0 ....(nn)

    Uiavnlc (n) flb (nn) wm cmt g6 ; 37 flb g0 ; 54.

    Mx.20 Ng tdm kmfl ig tdm giaaiwnlc bftf `m >.0, gnlb tdm

    vfaum ig p.

    x 2 7 3 p + 2 60 60

    g = 7 2 68 4 3

    Uia. Rdm tf`am ns rmwrnttml fs `maiw :

    x g g.x

    2 = 08

    7 7 57

    3 2 04

    p+2 68 68p + 28

    60 4 >7

    62 3 >4

    Ritfa 28 564 + 68p

    Liw, Kmflg

    xgx

    .;

    28

    p68564 .

    >.0 ;28

    p68564 .

    564 + 68.p ; 574

    68p ; =8 p ; =

    Mx.25 Rdm kfros ig 58 stubmlts frm cnvml `maiw, gnlb

    tdm kmfl kfros.

    Kfros Luk`mr ig Utubmlts

    68 2

    66 5

    60 4

    65 7

    62 3

    6= 0

    Uia.

    x g gx

    68 2 28

    66 5 55

    60 4 >7

    65 7 34

    62 3 >46= 0 58

    g ; 58 gx; 53=

    Kmfl ;g

    gx

    ;

    58

    53=; 60.=

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    Criupmb Grmqumley Bnstrn`utnilRdmrm frm 5 kmtdibs gir efaeuaftnil ig kmfl :

    6. Bnrmet Kmtdib

    0. Fssukmb kmfl bmvnftnil kmtdib

    5. Utmp bmvnftnil kmtdib.

    Bnrmet Kmtdib gir Efaeuaftnil ig Kmfl

    knb -v fau m grm qu ml ey g nxn

    x6 g6 g6x6

    x0 g0 g0x0

    : : :. . .

    xo go goxo

    Ritfa L

    o

    6n

    nn xg

    Feeirbnlc ti bnrmet kmtdib

    x ;

    o06

    oo0066

    g...gg

    gx...gxgx

    ;

    n

    o

    6n

    nn

    g

    gx

    ;L

    6 o

    6

    nn xg

    _L ; g6 + g0 + ... + go[

    MTFKXAMUMx.22 Efaeuaftm tdm kmfl gir tdm giaaiwnlc bnstrn`utnil :

    Wfrnf`am = 7 3 4 >

    Grmqumley 2 4 62 66 5

    Uia.

    x g gx

    = 2 08

    7 4 24

    3 62 >4

    4 66 44

    > 5 03

    Ritfa L ;g ; 28 g x ; 046

    Kmfl ;g

    xg

    ;

    28

    046; 3.80=

    Mx.2=

    Knb-vfaums 0 5 2 = 7

    Grmqumlenms 2> 25 =3 54 65

    Knb vfaums ig eafss nltmrvfa frm cnvml wntd tdmnr

    grmqumlenms. Gnlb tdm kmfl `y bnrmet kmtdib.

    Uia.

    Knb-vfaums Grmqumlenms (gn) gnxn

    0 2> >4

    5 25 60>2 =3 004

    = 54 6>8

    7 65 34

    Ritfa L ;gn; 088 gnxn; 305

    @y bnrmet kmtdib.

    Kmfl ;n

    nn

    g

    xg

    ;

    088

    305; 5.76=

    Mx.27 Gnlb tdm kmfl ig tdm giaaiwnlc grmqumley

    bnstrn`utnil :

    Eafss Nltmrvfa Grmqumley

    68 58 >8

    58 =8 08

    =8 38 58

    38 >8 08

    >8 668 28

    Uia.

    Eafssnltmrvfa

    g Knb vfaum (x) g x

    68 58 >8 08 6488

    58 =8 08 28 488

    =8 38 58 78 6488

    38 >8 08 48 6788

    >8 668 28 688 2888

    g ; 088 g x ; 68888

    Kmfl ( x ) ;

    g

    xg

    ;

    088

    68888; =8

    Mx.23 Gnlb tdm kmfl ig tdm giaaiwnlc grmqumleybnstrn`utnil :

    Eafss Nltmrvfa Grmqumley

    6= 0= 78

    0= 5= 5=

    5= 2= 00

    2= == 64

    == 7= 6=

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    Uia.

    Eafss

    nltmrvfa

    g Knb vfaum (x) g x

    6= 0= 78 08 6088

    0= 5= 5= 58 68=8

    5= 2= 00 28 4482= == 64 =8 >88

    == 7= 6= 78 >88

    g ; 6=8 g x ; 2>58

    Kmfl ( x ) ;

    g

    xg

    ;

    6=8

    2>58; 50.4 7ir 50.43 (fpprix.)

    Mx.24 F survmy wfs eilbuetmb `y f criup ig stubmlts

    f s f p f rt i g t dm n r m lv n ri lk ml t f wf rml mss

    pricrfkkm, nl wdned tdmy eiaametmb tdm giaaiwnlc

    bftf rmcfrbnlc tdm luk`mr ig paflts nl 08 diusmsnl f aiefanty. Gnlb tdm kmfl luk`mr ig paflts pmr

    diusm.

    Luk`mr

    ig paflts

    8 0 0 2 2 7 7 4 4 68 6 8 6 0 6 0 6 2

    Li. ig

    diusms

    6 0 6 = 7 0 5

    Sdned kmtdib bnb yiu usm gir gnlbnlc tdm kmfl

    flb wdy 9

    Uia. Luk`mr i g

    paflts

    Luk`mr i g

    diusms (g)

    Knb vfaum x g x

    8 0 6 6 6

    0 2 0 5 7

    2 7 6 = =

    7 4 = 3 5=

    4 68 7 > =2

    68 600

    66 00

    60 62 5 65 5>

    g ; 08 g x; 670

    Kmfl ;g

    xg

    ;

    08

    670; 4.6

    Dmrm, wm dfvm usmb bnrmet kmtdib `mefusm

    lukmrnefa vfaums ig x flb g frm skfaa.

    Mx.2> Gnlb tdm kmfl ig tdm giaaiwnlc bnstrn`utnil `y

    bnrmet kmtdib.

    Eafss

    nltmrvfa

    8 68 66 08 06 58 56 28 26 =8

    Grmqumley 5 2 0 = 7

    Uia.Eafss

    nltmrvfa

    Grmqumley

    g

    Knb vfaum

    x

    g x

    8 68 5 =.8 6=.8

    66 08 2 6=.= 70.8

    06 58 0 0=.= =6.856 28 = 5=.= 633.=

    26 =8 7 2=.= 035.8

    g ; 08 g x ;=34.=

    Kmfl ;g

    xg

    ;

    08

    =.=34; 04.>

    Mx.=8 Gir tdm giaaiwnlc bnstrn`utnil, efaeuaftm kmfl

    usnlc faa tdm suntf`am kmtdibs.

    Unzm ig Ntmk 6 2 2 > > 67 67 03

    Grmqumley 7 60 07 08

    Uia.Unzm ig ntmk Knb vfaum

    (xn)

    Grmqumle

    y (gn)

    gnxn

    6 2 0.= 7 6=

    2 > 7.= 60 34

    > 67 60.= 07 50=

    67 03 06.= 08 258

    gn; 72 gnxn; 424

    Kmfl ;n

    nn

    g

    xg

    ;

    72

    424; 65.0=

    Fssukmb Kmfl Kmtdib

    Frntdkmtne kmfl ; f +

    l

    6n

    n

    l

    6n

    nn

    g

    bg

    Litm : Rdm fssukmb kmfl ns edisml, nl sued f

    kfllmr, tdft

    6. Nt sdiuab `m ilm ig tdm emltrfa vfaums.

    0. Rdm bmvnftnil frm skfaa.

    5. Ilm bmvnftnil ns zmri.

    Sironlc Puam :

    Utmp 6: Ediism f luk`mr 'f' grik tdm emltrfa

    vfaums ig x ig tdm gnrst eiaukl, tdft wnaa `m

    iur fssukmb kmfl.

    Utmp 0: I`tfnl bmvnftnils bn`y su`trfetnlc 'f' grikxn. Srntm biwl dmsm bmvnftnils fcfnlst tdm

    eirrmspilbnlc grmqumlenms nl tdm tdnrb

    eiaukl.

    Utmp 5: Kua t np a y t d m grmq um l en m s i g sme i lb

    eiaukl wntd eirrmspilbnlc bmvnftnils bnnl tdm tdnrb eiaukl ti prmpfrm f giurtd

    eiaukl ig gnbn.

    Utmp 2: Gnlb tdm suk ig faa tdm mltrnms ig giurtd

    eiaukl ti i`tfnlgnbn flb fasi, gnlb tdmsuk ig faa tdm grmqumlenms nl tdm smeilb

    eiaukl ti i`tfnl gn

    .

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    MTFKXAMUMx.=6 Rdm giaaiwnlc tf`am cnvms tdm bnstrn`utnil ig titfa

    diusmdiab mxpmlbnturm (nl rupmms) ig kflufa

    wiromrs nl f enty.

    Mxpmlbnturm

    (nl rupmms)688-6=8

    6=8-088

    088-0=8

    0=8-588

    588-5=8

    5=8-288

    288-2=8

    2=8-=88

    Grmqumley 02 28 55 04 58 00 67 3

    Uia. Amt fssukmb kmfl ; 03=

    Mxpmlbnturm

    (nl rupmms)

    Grmqumley

    (gn)

    Knb

    vfaum (xn)

    bn;x03= gnbn

    6886=8 02 60= 6=8 5788

    6=8088 28 63= 688 2888

    0880=8 55 00= =8 67=8

    0=8 588 04 03= 8 8

    588 5=8 58 50= =8 6=88

    5=8 288 00 53= 688 0088

    288 2=8 67 20= 6=8 0288

    2=8 =88 3 23= 088 6288

    gn; 088 gnbn;

    63=8

    n

    nn

    g

    bgfx

    ; 03= +

    088

    63=8; Ps 077.0=

    Mx.=0 Efaeuaftm tdm frntdkmtne kmfl ig tdm giaaiwnlc

    bnstrn`utnil :

    Eafss Nltmrvfa Grmqumley

    8 =8 63

    =8 688 5=688 6=8 25

    6=8088 28

    088 0=8 06

    0=8 588 02

    Uia. Amt fssukmb kmfl ; 63= n.m. f ; 63=

    Eafss Knb vfaum

    (xn)

    bn;xn63= grmqumle

    y gn

    gnbn

    8=8 0= 6=8 63 0==8

    =8688 3= 688 5= 5=88

    6886=8 60= =8 25 06=8

    6=8088 63= 8 28 8088-0=8 00= =8 06 68=8

    0=8588 03= 688 02 0288

    gn; 648 gnbn; 23=8

    Liw , f ; 63=

    n

    nn

    g

    bgfx

    ; 63= +

    648

    23=8; 63= 07.5>

    ; 624.76 fpprix.

    Mx.=5 Efaeuaftm tdm frntdkmtne kmfl ig tdm giaaiwnlc

    grmqumley bnstrn`utnil :

    Eafss

    nltmrvfa=8 78 7838 3848 48>8 >8 688

    Grmqumley 4 7 60 66 65

    Uia. Amt fssukmb kmfl ; 3= n.m., f ; 3=

    Eafss grmqumley

    gn

    Knb vfaum

    (xn) bn;xn3= gnbn

    =878 4 == 08 678

    7838 7 7= 68 78

    3848 60 3= 8 8

    48>8 66 4= 68 668

    >8688 65 >= 08 078

    g ; =8 gnbn

    ; 6=8

    f ; 3=,gnbn; 6=8,gn ; =8

    Kmfl (x ) ; f +n

    nn

    g

    bg

    ; 3= +

    =8

    6=8; 34

    Mx.=2 Rdnrty wikml wmrm mxfknlmb nl f dispntfa `y f

    bietir flb tdm luk`mr ig dmfrt `mfts pmr knlutm

    wmrm rmeirbmb flb sukkfrnsmb fs giaaiws. Gnlb

    tdm kmfl dmfrt `mfts pmr knlutm gir tdmsm wikml,

    ediisnlc f suntf`am kmtdib.

    Luk`mr ig dmfrt

    `mft s pmr knlut m

    Grmqumley

    7= 74 0

    7436 2

    3632 5

    3233 4

    33 48 3

    48 45 2

    45 47 0

    Uia. Amt fssukmb kmfl f ; 3=.=

    Li. ig

    dmfrt `mfts

    Li. ig

    wikml g

    Knb vfaum

    (x)b ; xf gb

    7=74 0 77.= > 64

    7436 2 7>.= 7 02

    3632 5 30.= 5 >

    3233 4 3=.= 8 8

    3348 3 34.= 5 06

    4845 2 46.= 7 02

    4547 0 42.= > 64

    g ; 58 gb ;60

    Kmfl ;g

    gbf

    ; 3=.= +

    58

    60; 3=.= + 8.2 ; 3=.>

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    Utmp Bmvnftnil Kmtdib

    Bmvnftnil kmtdib efl `m gurtdmr snkpangnmb il

    bnvnbnlc tdm bmvnftnil `y wnbtd ig tdm eafss nltmrvfa

    d. Nl sued f efsm tdm frntdkmtne kmfl ns rmbuemb

    ti f crmft mxtmlt.

    Kmfl (x ) ; f + dg

    ug

    n

    nn

    Sironlc Puam :

    Utmp-6: Ediism f luk`mr 'f' grik tdm emltrfa

    vfaums ig x(knb-vfaums)

    Utmp-0: I`tfnl un ; d

    fx n

    Utmp-5: Ku at n pa y t d m grmq u ml ey g n w nt d t d m

    eirrmspilbnlc un ti cmt gnun.

    Utmp-2: Gnlb tdm suk ig faa gnunn.m.,gnun

    Utmp-=: ]sm tdm girkuaf x ; f +n

    nn

    g

    ug

    .d ti cmt

    tdm rmqunrmb kmfl.

    MTFKXAMUMx.== Ri gnlb iut tdm eilemltrftnil ig UI0 nl tdm fnr

    (nl pfrts pmr knaanil, n.m.ppk), tdm bftf wfs

    eiaametmb gir 58 aiefantnms nl f emrtfnl enty flb ns

    prmsmltmb `maiw :

    Grmqumley

    8.88 8.82 2

    8.82 8.84 >

    8.84 8.60 >

    8.60 8.67 0

    8.67 8.08 2

    8.08 8.02 0

    Eilemltrftnil ig

    UI0(nl ppk)

    Gnlb tdm kmfl eilemltrftnil ig UI0 nl tdm fnr.

    Uia. Amt tdm fssukmb kmfl f ; 8.68.

    Eilemltrftnil

    ig UI0

    (nl ppk)

    Grmqumley

    gn

    Knb vfaum

    xngnun

    8.88 8.82 2 8.80 0 4

    8.82 8.84 > 8.87 6 >

    8.84 8.60 > 8.68 8 8

    8.60 8.67 0 8.62 6 0

    8.67 8.08 2 8.64 0 4

    8.08 8.02 0 8.00 5 7

    gn; 58 gnun; 6

    82.8

    68.8xu nn

    @y stmp bmvnftnil kmtdib

    Kmfl ; f +n

    nn

    g

    ug

    d ; 8.68 + 82.8

    58

    6

    ; 8.68 8.8865; 8.8>43 ; 8.8>> ppk

    Mx.=7 Rdm wmmoay i`smrvftnil il eist ig anvnlc nlbmxnl f emrtfnl enty gir tdm ymfr 0882088= frm cnvml`maiw. Eikputm tdm kmfl wmmoay eist ig anvnlcnlbmx.

    Eist ig Anvnlc nlbmx Luk mr ig wmmos

    6288-6=88 =

    6=88-6788 68

    6788-6388 08

    6388-6488 >

    6488-6>88 7

    6>88-0888 0

    Uia. Amt fssukmb kmfl `m 63=8 n.m., f ; 63=8

    Eist ig

    anvnlc nlbmx

    Grmqumley

    gn

    Knb vfaum

    xngnun

    62886=88 = 62=8 5 6=

    6=886788 68 6==8 0 08

    67886388 08 67=8 6 08

    63886488 > 63=8 8 8

    64886>88 7 64=8 6 7

    6>880888 0 6>=8 0 2

    gn; =0 gnun

    ; 2=

    688

    63=8xu nn

    @y stmp bmvnftnil kmtdib

    Kmfl (x ) ; f +n

    nn

    g

    ug

    d

    ; 63=8 + 688=0

    2=

    ; 63=8 47.=2 ; 6775.27Dmlem, tdm kmfl wmmoay eist ig anvnlc nlbmx

    ; 6775.27Mx.=3 Gnlb tdm kmfl kfros grik tdm giaaiwnlc bftf `y

    stmp bmvnftnil kmtdib

    Luk`mr ig st ubmlts

    @maiw 68 =

    @maiw 08 >

    @maiw 58 63

    @maiw 28 0>

    @maiw =8 2=

    @maiw 78 78

    @maiw 38 38

    @maiw 48 34

    @maiw >8 45

    @maiw 688 4=

    Kfros

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    Uia. Amt fssukmb kmfl ; == f ; ==

    Eafss

    nltmrvfa

    Grmqumley

    gn

    Knb vfaum

    xngnun

    8 68 = = = 0=

    68 08 2 6= 2 6708 58 4 0= 5 02

    58 28 60 5= 0 02

    28 =8 67 2= 6 67

    =8 78 6= == 8 8

    78 38 68 7= 6 68

    38 48 4 3= 0 67

    48 >8 = 4= 5 6=

    >8 688 0 >= 2 4

    gn; 4= gnun; =7

    68

    ==xu nn

    Dmrm, f ; ==, d ; 68,gn ; 4=, gnun; =7

    Kmfl (x ) ; f +n

    nn

    g

    ug

    d ; == + 684=

    =7

    ; == 7.=> ; 24.26

    Dmlem, kmfl kfro ; 24.26.

    Mx.=4 Gnlb tdm kmfl fcm ig 688 rmsnbmlts ig f eiaily

    grik tdm giaawnlc bftf :

    Luk`mr ig pmrs ils

    Crmftmr tdfl 8 688

    Crmftmr tdfl 68 >8

    Crmftmr tdfl 08 3=

    Crmftmr tdfl 58 =8

    Crmftmr tdfl 28 0=

    Crmftmr tdfl =8 6=

    Crmftmr tdfl 78 =

    Crmftmr tdfl 38 8

    Fcm nl ymfrs

    Uia. Amt fssukmb kmfl f ; 5=

    Fc m

    (nl ymfrs)

    Luk`mr ig

    pmrsils

    Knb vfaum

    xn gnun

    8 68 68 = 5 58

    68 08 6= 6= 0 58

    08 58 0= 0= 6 0=

    58 28 0= 5= 8 8

    28 =8 68 2= 6 68

    =8 78 68 == 0 08

    78 38 = 7= 5 6=

    Ritfa gn; 688 gnun

    ; 28

    68

    5=x

    u n

    n

    Dmrm, f ; 5=, d ; 68

    x ; f + dg

    ug

    n

    nn

    x ; 5= + 5668

    688

    28

    Dmlem, tdm kmfl fcm ; 56 ymfrs :

    Mx.=> Rdm giaaiwnlc bnstrn`utnil sdiw tdm bfnay pieomt

    faaiwflem ig ednabrml ig f aiefanty. Rdm kmfl

    pieomt faaiwflem ns Ps. 64.88. Gnlb tdm knssnlc

    grmqumley g.

    Eafss-

    Nltmrvfa6665 656= 6=63 636> 6>06 0605 050=

    Grmqumley 3 7 > 65 g = 2

    Uia. wm dfvm,

    Eafss-nltmrvfa

    Grmqumley Knb vfaumx

    g x

    66 65 3 60 42

    65 6= 7 62 42

    6= 63 > 67 622

    63 6> 65 64 052

    6> 06 g 08 08g

    06 05 = 00 668

    05 6= 2 02 >7

    g ; 22+g g x

    ;3=0+08g

    Kmfl x ;g

    gx

    64 ; g22 g083=0

    64 (22 + g) ; 3=0 + 08g

    3=0 + 08g ; 3>0 + 64g

    0g ; 28 g ; 08

    Dmlem, tdm knssnlc grmqumley ns 08.

    Mx.78 Rdm frntdkmtne kmfl ig tdm giaaiwnlc grmqumley

    bnstrn`utnil ns =8. Gnlb tdm vfaum ig p.

    Eafss-

    Nltmrvfa808 0828 2878 7848 48688

    Grmqumley 63 X 50 02 6>

    Uia.

    Eafss-

    nltmrvfa

    Grmqumley

    (g)

    Knb vfaum

    (x) g x

    8 08 63 68 638

    08 28 X 58 58 X

    28 78 50 =8 6788

    78 48 02 38 6748

    48 688 6> >8 6368

    g ; >0 + X g x ;

    =678 + 58X

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    Dmrm, tdm luk`mr ig i`smrvftnils l ; > (ibb)

    Kmbnfl ; Wfaum igtd

    0

    6>

    i`smrvftnil

    ; Wfaum ig =td i`smrvftnil ; 5>.

    Mx.72 Rdm kmbnfl ig tdm i`smrvftnils 66, 60, 62, 64,

    x + 0, x + 2, 58, 50, 5=, 26 frrflcmb nl fsemlbnlc

    irbmr ns 02. Gnlb tdm vfaum ig x.

    Uia. Dmrm, tdm luk`mr ig i`smrvftnils l ; 68. Unlem

    l ns mvml, tdmrmgirm

    Kmbnfl ;0

    li`smrvftni60

    lli`smrvftni

    0

    l tdtd

    02 ;0

    li`smrvftni7li`smrvftni= tdtd

    02 ;

    0

    )2x()0x(

    02 ;0

    7x0

    02 ; x + 5 x ; 06.

    Dmlem, x ; 06.

    Mx.7= Gnlb tdm kmbnfl ig tdm giaaiwnlc bftf : 6>, 0=, =>,

    24, 5=, 56, 58, 50, =6. Ng 0= ns rmpafemb `y =0, wdft

    wnaa `m tdm lmw kmbnfl.

    Uia. Frrflcnlc tdm cnvml bftf nl fsemlbnlc irbmr, wm

    dfvm 6>, 0=, 58, 56, 50, 5=, 24, =6, =>

    Dmrm, tdm luk`mr ig i`smrvftnils l ; > (ibb)

    Unlem tdm luk`mr ig i`smrvftnils ns ibb.

    Rdmrmgirm.

    Kmbnfl ; Wfaum ig

    0

    6>tdm i`smrvftnils

    Kmbnfl ; vfaum ig =td i`smrvftnil ; 50.

    Dmlem, Kmbnfl ; 50

    Ng 0= ns rmpafemb `y =0, tdml tdm lmw i`smrvftnils

    frrflcmb nl fsemlbnlc irbmr frm :

    6>, 58, 56, 50, 5=, 24, =6, =0, =>

    Lmw kmbnfl ; Wfaum ig =td i`smrvftnil ; 5=.

    Mx.77 Gnlb tdm kmbnfl ig tdm giaaiwnlc bftf

    (n) 63, 03, 53, 65, 64, 0=, 50, 52, 05

    (nn) 02, 53, 6>, 26, 04, 50, 0>, 56, 55, 06

    Uia.(n) Rd m se irm s w dm l f rrf lc m b n l f sem lb n lc

    irbmr frm

    65, 63, 64, 05, 0=, 03, 50, 52, 53

    Dmrm, tdm luk`mr ig seirms l ; > (ibb)

    Kmbnfl ;0

    6>t ; t= ; 0=

    (nn) Rdm seirms wdml frrfcmb nl fsemlbnlc

    irbmr frm

    6>, 06, 02, 04, 0>, 56, 55, 52, 53, 26.

    Ritfa luk`mr ig seirms ; 68, wdned ns mvml. Ui

    tdmrm wnaa `m twi knbbam-tmrks wdned frm t= ; 0>flb t7 ; 56.

    Kmbnfl ;0

    tt 7=;

    0

    560> ; 58

    Mx.73 E fa eu af tm t dm k mb nf l g ir t dm g ia ai wn lc

    bnstrn`utnil

    Smncdt (nl oc) Luk mrig submlt

    27 5

    23 0

    24 2

    2> 7

    =8 =

    =6 0

    =0 6

    Uia. Rdm eukuaftnvm grmqumley tf`am ns eilstruetmb

    fs sdiwl `maiw :

    Smncdts Luk`mr ig Eukuaftnvm

    xn stubmlts grmqumley

    gn

    27 5 5

    23 0 =

    24 2 >

    2> 7 6=

    =8 = 08

    =6 0 00

    =0 6 05

    Dmrm, l ; 05, wdned ns ibb

    Kmbnfl ;0

    605t ; t60

    ; 2>

    (n.m. wmncdt ig tdm 60td stubmlt wdml tdm wmncdtsdfvm `mml frrflcmb nl irbmr)

    Mx.74 Gnlb tdm kmbnfl ig tdm giaaiwnlc bftf :

    (n) 4, 68, =, 3, 60, 6=, 66

    (nn) 60, 62, 68, 3, 6=, 67

    Uia.(n) 4, 68, =, 3, 60, 6=, 66

    Rdmsm luk`mrs frm frrflcmb nl fl irbmr

    =, 3, 4, 68, 66, 60, 6=

    Rdm luk`mr ig i`smrvftnils ; 3 (ibb)

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    Smncdts Li. ig kml Eukuaftnvm Xribuet

    x g grmqumley g.x

    =2 7 7 502

    =7 2 68 002

    =4 = 6= 0>8

    78 = 08 588

    70 7 07 530

    75 = 56 56=

    72 0 55 604

    30 7 5> 250

    48 6 28 48

    Ritfa 28 027=

    Kmfl ; g

    xg

    .; 28

    027=

    ; 76.70=

    Dmrm, Li. ig seirms ; 28 (mvml)

    Kmbnfl ;0

    tt 0608;

    0

    7078 ; 76

    Kibm ; 5 kmbnfl 0 kmfl

    ; 5 76 0 76.70=

    ; 645 605.0= ; =>.3=

    Rdus, kibfa wmncdt ; =>.3= oc

    Mx.32 Ng tdm dmncdts ig = pmrsils frm 622 ek, 6=5 ek, 6=8ek, 6=4 ek flb 6== ek rmspmetnvmay, tdml kmfl

    dmncdt ns -

    (F) 6=8 ek (@) 6=6 ek

    (E) 6=0 ek (B) Lilm ig tdmsm

    Uia. Kmfl Dmncdt ;=

    6==6=46=86=5622

    ;=

    378; 6=0 ek.

    Mx.3= Frntdkmtne kmfl ig tdm giaaiwnlc grmqumley

    bnstrn`utnil :

    x : 2 3 68 65 67 6>

    g : 3 68 6= 08 0= 58

    ns -

    (F) 65.7 (@) 65.4

    (E) 62.8 (B) Lilm ig tdmsm

    Uia. Rdm cnvml grmqumley bnstrn`utnil ns -

    xn gn gnxn

    2 3 04

    3 68 38

    68 6= 6=8

    65 08 078

    67 0= 288

    6> 58 =38

    ng ; 683

    nn xg ; 6234

    x ;

    n

    nn

    g

    xg;

    683

    6234; 65.46

    Mx.37 Rdm kmfl nleikm ig f criup ig pmrsils ns

    Ps.288. Flitdmr criup ig pmrsils dfs kmfl

    nleikm Ps.248. Ng tdm kmfl nleikm ig faa tdm

    pmrsils nl tdm twi criups ticmtdmr ns Ps.258,

    tdml rftni ig tdm luk`mr ig pmrsils nl tdm criups:

    (F)5

    2(@)

    2

    =

    (E)5

    =(B) Lilm ig tdmsm

    Uia. x ;06

    0066

    llxlxl

    6x ; 288, 0x ; 248, x ; 258

    258 ;06

    06

    ll

    )248(l)288(l

    58l6 ; =8l0

    0

    6

    l

    l;

    5

    =

    Mx.33 Rdm kmfl ig f smt ig luk`mr ns x ng mfed luk`mr

    ns nlermfsmb `y , tdml kmfl ig tdm lmw smt ns-(F) x (@) x +

    (E) x (B) Lilm ig tdmsm

    Uia. x ;l

    x.......xx l06 ;

    l

    x n

    nx ; lx

    Lmw kmfl ;l

    )x( n ;

    l

    lx n

    ; x +

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    Mx.34 Rdm luk`mr ig ruls seirmb `y 66 pafymrs ig f

    erneomt tmfk ig sediia frm =, 6>, 20, 66, =8, 58, 06,

    8, =0, 57, 03. Rdm kmbnfl ns-

    (F) 06 (@) 03

    (E) 58 (B) Lilm ig tdmsm

    Uia. Amt us frrflcm tdm vfaum nl fsemlbnlc irbmr

    8, =, 66, 6>, 06, 03, 58, 57, 20, =8, =0

    Kmbnfl K ;

    td

    0

    6l

    vfaum

    ;

    td

    0

    666

    vfaum ; 7td vfaum

    Liw 7td vfaum nl bftf ns 03

    Kmbnfl ; 03 ruls.

    Mx.3> Kibm ig tdm bftf 5, 0, =, 0, 5, =, 7, 7, =, 5, =, 0,

    = ns -

    (F) 7 (@) 2 (E) = (B) 5

    Uia. Unlem = ns rmpmftmb kfxnkuk luk`mr ig tnkms,

    tdmrmgirm kibm ig tdm cnvml bftf ns =.

    Mx.48 Ng tdm vfaum ig kibm flb kmfl ns 78 flb 77

    rmspmetnvmay, tdml tdm vfaum ig kmbnfl ns-

    (F) 78 (@) 72

    (E) 74 (B) Lilm ig tdmsm

    Uia. Kibm ; 5 Kmbnfl 0 kmfl

    Kmbnfl ;5

    6(kibm + 0 kmfl)

    ;5

    6(78 + 0 77) ; 72

    Mx.46 Kmfl ig 0= i`smrvftnils wfs giulb ti `m 34.2.

    @ut aftmr il nt wfs giulb tdft >7 wfs knsrmfb 7>.

    Rdm eirrmet kmfl ns

    (F) 3>.02

    (@) 3>.24

    (E) 48.68

    (B) Lilm ig tdmsm

    Uia. Kmfl x ;l

    x

    ir x; lx

    x; 0= 34.2 ; 6>78

    @ut tdns xns nleirrmet fs >7 wfs knsrmfbfs 7>.

    eirrmet x ; 6>78 + (>7 7>) ; 6>43

    eirrmet kmfl ;0=

    6>43; 3>.23

    Mx.40 Ng x ns tdm kmfl ig x6, x0,....,xl tdml kmfl ig

    x6 + f, x0 + f, .....,xl+ f wdmrm f ns fly luk`mr

    pisntnvm ir lmcftnvm ns -

    (F) x + f (@) x

    (E) fx (B) Lilm ig tdmsm

    Uia. Sm dfvm x ;

    l

    x....xx l06

    Amt 'x `m tdm kmfl ig x6 + f, x0 + f,...., xl + f

    tdml

    'x ;l

    )ex(....)fx()fx( l06

    ;l

    lf)....x....xx( l06

    ;l

    x....xx l06 + f ; x + f

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