for a desk cornputer statistical data processing system SUHVO 76, an interactiue PRINCIPLES OF SURi,O 76 '..

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1 SUVO 76, an interactiue statistical data processing system for a desk cornputer S- ugtoncn, e l"ginki PRNCPLS O SURi,O 76 '.. SURTTO?6 i= sttisticat' data rocessing s)rstem intended to cower rride rne o# actiwities irr comrltationa' statistica- Ttre iurvo?6 ey=te,m li-3 bg'rl deigned eseciall:r for ttte rrgds o# ttisticini in both tec.ing nd reeearclt *rork rrd its aims r sligriy dif#ernt frore tlroce of cpnverrtionl statisticl Pckنg!5 generally awailable for data rrf':/sisgiuruo?6 i3 n i-'l3,lg.gi4l svetem arrd nc' special i(fb descr.ibing l'anguage.3r code ie needed' n itg Prsgent. #r:rrn it has been irlp lmetrt'd n degk comuter UANG eeoo urhich Provid suitab1e meang Sor. rpi.l i'lterchnge of information between t *re sv5tem and tlrc ssctr-

2 surul 76: 2 Tre r. ser c' irrbtgr tl.y rercl-r rry prrt o+ hib dsta fcrr insection- qurl'ly imeortant is rseid cc,fis to tre di++el.errt rr('du.g (prograrrs rrd subroutines) of tre statistic By3terr to get نn idaa of horrr ttre system r.rorl<s nd to rnrlce tem,'atry modifictiorrs nd en1argeme'lts to the lrrodrrs- Due to irrterctiwity a rlre? krrrrrrringt tlre main rr'.incipf..rf sttit3tic' coilrputing crl f,'earn to u=e SiUR\,'O?6 by just starting to ure it without any deti l.ed instructiorrt- No progrmming e'xcric'nce is necesy in stndrd rr licti.tn of SURVO?6 but in rore advnced usg! command of taic rrd min con=truction rincip1e of SUrtUO?6 is eseential- SiURt.,O 76 enp l.oys BS as a sctr.trce language in a fairly extended form inc1uding mnv additiorral, matrix, sort rrd alhanumeric statements- Using the editing facilities o+ U ANG eeoo ttre system modifications can lt rnade easily and instrrtlv- ' ven intenacti\re 6ytm= re sometimes +rustrating sirrce they ma)z in ttreir Grhrrr gentle rrra)r ccrmpel tre user to long unproductivr conversation srithout a natursl exit- n SiURTO?6 thi depe'ndance is v.tided by sp1itting the, progams int. a lot o+ 5m1 moduletdtren the usr becotnes exhausted uritlt certin module tre crr interrupt ttre convertion nd c any of ttre neigtrb('ur.ing modul'ee by pressing one single key.rn the kevbod' urittrrrut l"reging c.fntct r.ritfr rewious stege= of ]rir ob.

3 $nm?5! 3 t 1r ryadrtlt lb-t rnrrv sd-tisticisns do not. ike ttr thank td t'arrr of cornprrtet PrPgr-rnt- Tlrcv Pre+er c*ryanl out tlulr colputti.gn. ln rninor teps in the ord* thay llkr. Ttrrlr pro#crenceg hawe bern tskerr l-dto con.ad.rataon l.rr ttrc SURTO?6 g:rstern urhich csn i" l-n a-ny rlrpactr br oprrrtrd likg - debk Glcultor u.lth ttay rpqrg.ffu1' klyr. On tlr. f'lc eeoo krybogrd th'rr 3e specil' 'rt, +unctlon kryr tdrnof.rd ry o,.a,.-.,3t-) which can be d.+,arr-d rr riltrtartg polntr #or dl#flrent rlodu LeB- 'l AUffrO?6 lha funct.lonr.t+ th.te kevs \'rv dependine : otl!}t. BuRvo?6 rodul. ar ul.. Thr ugrr nt knoq,irrg ' r*hl-ch -kry to Prarr lalt' c-n -lrrya rsctrt t" ltey ' i'' lrotrht.ghd'.rl.yront.}rrgrtttrr+unctioneof11.l otlrrr -kryr celrtiwl l.n 3ir. Prlrant rituation-,; trclr -ttrrt, hrdr to - -aclr'tanc.t+ quettions made ii br g utrro?6 rhach hrwl t-o Dl -n.5.ed bv the ust'-' rl l; ttt. lrholr da-lotlu. ir dirrelavcd on ttre CRT and,; rllst tlar ryrtar to g,lwc thg st-r ilany.comments and l, ;;;-".;.-:;; ;; r.ithout anlr wsste or t ";--cc'ntert i t-inr '-nd PP.r- r ftt ord. to rp..d up tlrc co;1ver3;tion SiURUO?6 itse14 'i il -11luntrcrg crith r iugg.tion for an,rret4gr. urtticr is 1 e.intrd -+trr tl'ra qu.ltion. j ' ' To il.vr good.rratttionc SURlfil 76 triee t-o remember : thr prcwiotr= rctaor * erf ttre ugar Gt Gven to guess rrrtrrt trr niglrt tttarpt rrert- f the witr th. sug gection of SURUO?6 tre rlcrel'y Preeses the RTURN key- othenwisc lr: nust r.rite his own tnturclf -

4 sch i'rtrrchsn!'c dnw?6: r of qrrortl.otlr rrrd arrrr,arr t'..dr etrentu ll:z to a eorilr o# colrrtttlonr -nd d.t++crent نcttong- The rgsul,ts are dirpl-y.d rrn the CRT- Ulhtt the ccrfltputstiotts are finir]rtd the u3gr ctn rcl.ect anotlrer -strrt- Gertrl-n -strtr -rg a3arvad for tn-rrrfcrring th. ras, ltr ju=t obt-ln.d fron tlrt ccreen to thr rl-rrt.r crr tor a-ving thet on ditk -. lntcrmrd!,att rlclrltr +or rubtcqlrent -n-'yri= sittr othcr SURT4O ilods!rs- r r 3 5r Tlfr SURt,tf?6 rodul'-r prrfortrtin3 v-ri.tuc rtrtlrticrl' :ntt'y*cl clrr ccr-cr-r-tl -nd ubg the!-me ort-glfr-' datr #i1cg or l-nte;.d.1-rte rslrtta rtthout -ny r.rdi- +icationr rt.lcnevcr thir is strt.l'rtac-l1y r--r.trl-ble- rclr st-tirtl-crl' rcahod inctudrd,.an g;urto?g lrrs berrr t1itt.d ints fr-l1 rrcrdsl.er and it is tha u-er's re3p(tnalbility to corbl,ni. them in r rtae('nab.c uav entloying -ktyr. t rould, of ccrlle, bc 'casy tl' corrncct.tlfferent rubrodules in a #l-rcd ordc' but tlr.n t,itc user uould br rt ttre mercy o+ the sy3tcrt - نir und sisble but unftrrtuntely typic1 +ctsr ar+ tnنrry rtatisticl conput.in packges.

5 sffiul?6i 5 SURlrO?6 can be run in llang eeoo instal'ltigtr5 hrvanl crntral rocessing unit uit-h a memorv of at leart OK' a G'T tti.,ipy' a <tua1 removsb'e f'-r:eev dlrk drlwc' a rirrter nd r elottnr. trllren the AUnVO?6 dyrtem ic i l LrtG onr of ttr dislr drives ie rttarvad +Gtr the SURvo?6 Progr-r disks nd nother ir for the ur.r'* drta and Po3a.'-b1c additional PrcD9?-l'r- SURl.rO?6 Cotraartr ct+ - cintr- nodule and various gtrtlttic-l trrdulg3' of rhictr ona at time cn be itr ula togathrr rath thr ccntnal nodule- Ttre central rctdllle taka3 c-ra ct+ tlta cgt-ctpa-tion between t!-te d.lf{rnrnt' r'l'rtl-rttca roduler rnd it clrntairrg svstem rubfoutlllar, a-9. +or d-t- tr'rrns#نre betureen ttre carrtr.rl -nd dirk naacry- Ttrur thg user need5 not worr:r -bout tlrg loc-t.lon o+ hlr d-t during coml.lttions' Thr nurrbcr of UR\ O?6 rnodul'cs is not limited Lrr!n),, utay- Nrc, rodu lat c-tr br gg'nerated lvetr in arr i-'lteractivg noda by consul.tlng lrl+ PrePated module Ra- trtplovirrg R{ to build urt new frodul'e glraranteat ttrat tlr. rtodttl'e urill be compati'e urittr the rcquir.i.nts o+ the iuruo 76 svteilr- Uhen 5iURV[?6 l-. lo-dcd. fnorr disk a Ligt r:# alternative rrrodubl is ditplayed ctn the GRT and th3 user trss to rllact ttre trlodul,e re wants to Lrs. ner t: STATSTCAL DAT PROCTSSB gy Til SURU]?6 1= llilu?= GUD 3r DAT it= DAP 5= llll 6= C0Rl?. $lrt 0= CilC 9= TA- 10= PLOT 11' OGlAlt l2= Rllll l3= LRG 11= ll0nltl ts. PCilP 16= SPCTR$ 17- AN0t 19= ST0 19- ACTA?0= STRG?1. CRV ee= iltn ffi. 0STRBS P1= tlamlua 25. DSCR?5= CLASS A?r Lllo e8= SURAC?9' OTASRT slct A SURVtt 75 ltodlt 0{t}lR 0R Nll)?

6 f ttre uscr rel-cti sunn?5: 6 rr 'dub no-.a (llnu), hr gttr on the RT l.ict of rll. SUR\rO?6 l'odrtlci l,ith r tlrort descriptiorr of their +unctienr- Thir 'ist ie reproduc.d in Apprndix a- A nore ttrorosgh dercription o# atlt nodrr lp crn be obtained on tha RT by =el'ectl-rrg thc nodul. in qu3tiorr- Tlr! rrcrduh its ctavitl-ac i'lctuding ''rrgent6 r list o# operrtiwe -ctart= and eventuglly sornc spci1 instructionrllodul.c no-p Lr - }URO?5 teaclrer GUD shich is rr i-ntcrctive Pro9r-t irr itsetf and givet Lnf<rr* rnation pgrtitrent to ttro SURTO?6 ryrt*n during tlre ccrn\ref*sstion- Aft.r cctnsulting GUD th. ula wil'l be reنdy to cll rny gurl',tl lodrrl.c to suit hl-s Pr..rrrt needs-

7 surv0?6: 7 3- SPBTAL TURS O SURVO i DATA ANALYSS iurfr0?6 contranr rrwcra, m dulee {or sttistic1 data rnrlyeis rdhich ir the tnin +i.!ld of anv ttj-s* tic- d-t- proccrll-ni} lyltrr- Untatr now the empl-rsis ir : h g blen on thr rort td-dl-tiatnrl. rnd elementarv 4orms. o+ anltvrlr (cf- Apprndfu 'l-) rrhaclr gtive rrtur. n b-eir #or tlre dev.t'oprrnt of thr 3v.tem- l URUO?6 ttr. frno! lrrnl o# +ledans' editins nd tranl#orrang datr lrrr,l rrcciwed sp-ciن attention- i fne roduhg DTA -nd DTa h-vr bcan Plrrnd to cr:ver! --r.ioul -ctlvitirr Ln thlg fl-rtd tc rnake the svstem se1+-e.rn'lrinid in tlr*a rreptct. Onr of th b-3l.c PtlrrciPl.s in SUR\,O 7 is tl-it anv plrt.nt'l. t'ly irneortrnt obeerwrt,l.ont or intermedite etulir crn bc urrd LlD fubsltqurnt'gotlputtiont SURtttl 76 al1owg bgtth warirblri and observatisns to be l'-b.llcd r*itlr -'Phanufreric rlrrt3r Ttris mkes the Grsult- ilrore raadrb'a -nd rnonitorini the comeuttions without lrtr ld.rdl-+.lcatl-on: o+ tlre lvstem- ebi- ch siurvo?6 rdodu'c'ig sr.tppoged to tell continuously on the CRT elrat it' i doing- trr instnce' rrrl-ren observrtions are, Proc3sed the syrtom Prirrt clll the CRT t-hc tltng o+ thc observtion to lre dealt r4it. nex t-

8 surul 76: 3- e - GRA{ rc, RSSiNTTON lcrt-lr tl-re p tr-otter an d tlre C ttt f crr rrsr-ra L z in gl etstistica data rr* wa l"uab -e d evic an d tlreor etica L mode l"ssiur\,o?6 crn p l.ot, for inst,nce, scatter diagrarns' time +eries' -nx'ytical qurrrat gnd surfaces- To begin grith, th6 graphb -r. usurlly 'ottad rspi-d1v but insccur-tel'y afn tlrc CRT- tren tlae user finds that a certain graeh is LntGrestirrg rnd deset'vct c l.rrser cxgmination hg ctl rrril'y tr-n3+ it orr P{Pen in a rrcrr.g ccu1.te forrn rrirtg the 3l lotter ct the trrinter - ulhrl rtrki-ng sraphs [,.rr:/ gmall ntrlgances like pl'cirrg prcrpr mrrks rnd irrdicsttoni ctn cct*crrdinate.rcs rd-y n'lcty the gser- Therc+ore it ir wqluable tlr-t ttre =ystett ctt ccttnc to the -rescue of ttre ubgr.fn erobl'ems of th-t kind- ThttB tiur\lo?6 tنks care o+ scنlirrg l'f ttre rrariabl.ec if degircd arrd it als(' slect3 'nice" msrking Poants on the aaxgt qccording t.o tre size ('+ th gnaelr (determined bv the rrser) and the rنrrge of tfre viri bles to be Plotted- t is al'sct essential' that the uscr can emplcr:r rrarir:rus pl.otting rnodqlalt rcne +tr rrotlt'r. for t-tre same eicttrre to ctrmbine grptrt- t rna:r be use#rrl to hawe. f{)r instance' a tiae seriee نtrd tome o# its ccrmlrcrtrlrrts in the eane pi-cture- Likewi6' +ter making a sctter di-agrm ttre Ltter migtrt urisr t<r decide wtrat kind o+ m(rdel Bltctuld be +itted' estimste ttre model and return t-g Pf.('t a 1ine.r ct nonl'iner es r^ r- '\ regresgicrtt clttte ctn ttre same grنpl-rj 't-, -

9 g-- x,lrntx openarroxs. surtll?6: 9 Orrr rttrrct.l.wr fcrture o+ the faang geoo computen ir tlrft v.raoul aflthnetic operations cart be eerformed نrld ratultr dirpkycd *iust bv operating the mactrine,ik. - nort- crlculator- To a ce'rtairl exte'trt ttris alro -PPl'i:3 to natrix opergtions- a +a'al', howcwer, that thege ctpg,rtictlls 15 rbuch are not 3ohisticted enctuglr for the mu lti+ritrus conputltlonr' ncrds o+ sttisticians- t is often derl-rrb 1r to t15v. i.n ctpportunitv tct continue certain cornputltlont fn'lu-ll'y +ter ttre standard routines fr-v. br.n Prrforred utith SURVS?6 modules on otlrr prcrt,r-tl- or thlr turpcrse the sytem cotrtins a rnodu l. c- 1l'ed iatr - ittr {ATR tlra uaar c-n Pe+orm s wide' r.nge of mrtn.lr ctpar-tl-ct'rr url.ng tt.lc cctmputei llke a calcult.ar- n ilatr all trc -krys are defined +or \rri-olls ilنtrir ot'cratitrnr l-ncluding matrix in\rersiotl. eiglenwglucg nd vactcrrlf +Grr ryrnrnetric mtrices. eartitioning and coilbi'li-trg nrtriccs- Ttr lltricee reqrt.l.rad 55 tl input can be keved in riنnu-1l'y or trsnrf.rrd +rorl different- ;UR,O 75 +il'eg;, R.ru1tg c-rr tc rved in special matrix fi1es fcrr htcn opcrstionr- n tlre cantral taactry ttrere ig space' for three rratricas on.y (tl.o ('PcDands X'Y nd Gtnr resul"t- Z)- An e=scntial +tura clf ATR is tttt tre rnodr-rle doee a ket of br:ol<-ka.parrg nd 1bele ech regult r.rith a name cctrei=pctndlrlg to ttre ordinar)z rttix notstion- etrce slttrouglh.r=-t h5 to spl.it "*= mgtrix #ormule into brsic oeerations wl-rictr are corried rfut trv singla -keyb he alwa)rs hss on tre CRT l.alre,le o+ th. 1t.3t operand= arrd resu 'ts in allno5t notma' rnrtrix nartqtiatn-

10 3.4- RANDS. DAT Sن-ATON lru tr3 r0 n many rretlr{'dol.oglca' conrid.rrtiorrt -nd ttactring situations it ir uf.+ul to -n-lyra -rti#.lel-rl',lnd.f,m dt r*hoer orllin ir parf.ct t'y kren- P1rlning Gr+ such Grp.pir.rrta c-lr ba rubat:ntlally #acilitt.d. by.r rloying - aurvo?6 nodulr call.d canct rrtriclr aa - r-rrdo- drtr lrnaratctr- Tlr. user hrr to cr.atr thr rtrt.arntt nrrdtd to generatc - typlc- obt.rv-tlorr oh.{ch ir donl accoding to thc.an.truct.aonr t.lwrn ltv CNG. i.v.rrl n^lbroutiner -p. iilr.dtrtrl'v rvl.l'hblr Lrr CANGG to grnrrrte paauatcr -ndor wrrirtlr fror rنrioua dlrtri- butaorrr- Thua it a aalv lvorr fo an ulrarparirncrd 'Pogr-rrrlerr to conrtruct tandqr drt rccord.lni to r gliv.n rtatirt.ac. rodrt'- Th..1ruhtrd fa ern subr.quantly bc tr.-t.d a3 ord.l.n.r.v drtr r bv rrr,.rr5 of 5UR\O?6- 'r-ilp. rrp loylnl CANC thr f.trl of dl.ffrrrrrt G dirtrlbuti('rlr c,.n,. 1ro ba dllonrtratcd on tlrr GRT- Tlre urcd trlact3 tlrc dlltr.alutlotl -nd it. Prr-f,rctes rnd GANC ltartr to t.fia?.rtr oblav-tiorlt fnorn ttrat dirtribution- Obrrrw-tionr,arG Plottod on the crt.anc +ter -notlir a. conrts'ltly flrowlng histogrm- _ls APPND CS: t-- List o+ SUR9O?5 nodu hg e- Graptrics clttr 6UR1O 76 RRNS = l{uetonen S-, G}URVO?6: A etatirtl-cl dt- Pnocessing slrctem, Rcctrrctr RaPort No.6' Drelrtnrnt of SittiBtica' Uniwerri+.Y o+ rlrankl., LgaT Alro lro dilonetratior dibkette contrining redy.rede corvcrcttioir rilh StlRUl 16 erc rvellable. This Daper ht bem prepared ssing r sditilt proqrer dev.lopcd in conlection rit $tlltltl 76.

11 APPND X.: L TgiT O giurvo?6,odl surtn 76: 11 UD: $fr}?6 ACR DATA: DT $PUT, SAVT{G, DTil A}O TRAilSTORilTO}5 )ATA: TRA}SRRG A{O COilNG DATA LS {: TR STTSTCS CRR: }S, STfr}DRO DVAT}NS A}O CTRRLATO}s flrt: OTA $NTilB M OR STATSTCS TBL: a{nilgol CLASSD R0}CY TABLS, T.S OR SS A}O STANDARD DVAT}NS, T. DT}C O} T} CRT, CS A}O T TSTS, T.-ANO -NY illys8 } UAR}CT STO: ]UAR CLSSD ROU}CY DSTRBUT}Ns, STOGR}S PLOT: PLTTNC T SRS OR SCTTR DAGRA{ (iax 1?O OBSTRUATO}S, AUTOATC SALNG) DAGRA}: PLOTTilG } SRS OR SCATTR DAGRA{ (L ilttd }TttrR O OBSRVATONS, SALil S AUT}{ATC }R OTR{}D BY T USR} CUR/: C'R' PLOTTilG SURAC: $RAC PLOTTG } CilTRAL PROCTO} CANC: RilDO{ DT 6}TRATBR, STLATO} O UAROUS DSTRBUTOilS ON TT CRT RA{: }L PRPARD SURB OOL R NT RACT CO{PO9NG ilt SURU} ODLS LNRG: {.TPL L}AR RB$SSO} T{ALYSS RSTRG:.TPL L}TAR RBf,SSON ANLYSs TT L{AR PfiR{lR COilSTRANTS NO}Lil: ffialilar RGRSSffi ANALYSS AD }{S{L {R OPT{ ZATON PCO{P: MLYSS PRilCPL CO{P}{TS, R}CPAL AXS S}TO} (}R ACTOR ANALY5S ACTA: ORT}GOilAL ROTATOT{S fi CT}R A}LYSs B' T CRT, GNAPCAL, t/artrax TP OURT{X ROTATONS SPCTRfr : UTO. A{O CR}5S-CORruLT{}NS, SPCTRAL ANALYSS {ATR: }itrx }RTOilS $ }TTRCS il SURVO LS OR!{]f,TRC5 Gil gy T} USN DSTRS: fulls O }RTCAL DNSW AND DSTR8UTON tffctl{t}t5 D$CR: {T.TPL OSCR{NAT{T NALYSS CL55: CLSSCATOfi O OS$RVTONS,Si.G {}ALAN{}8S O{ ND &YS PRBBABLTS LilCO: LTNAR COilB}T{}N5 C VARS.Ts, Pfr}PA. CO{P}{NT, ATOR A{} OSCR{{ANT SCORS DATAS}RT: 5{RTN6 A DTA [- ilo TNASTRilG T SffRTTO OAT ${ T{OT}N L COY: R*PD TRNSNS O OTA LS TDATA: $ 'DATA' 8UT UT}ilT LABLL{G OR TT SRS C8ffiRrATlCt{S,,ATDTA: TA$RRiG TRX SffiD t}n OS( N A SURUO?g [}T L AG6R: ffgngat8il{ O OBSRUATONS.fiLY: trxs ALL Tg R}}TS O } ALCBRAC fruton" BNOR{: Stril{*TTOT {} 8T'ftT,{R{AL DSTRSUTO}' {i{ T CRT s}tlcfi: S{RAL STLTOR iln T SRS CURV: S O[[R['U 8UT ALSO CR,PLCT S{CTiONS DPND: TSTilg OR T {D,i.Sil O VARtrABLS SCURU: T CTON PLOTS } '-TNNS}NAL DATA 8Y T}T }T}D O NDRS N-TST: TSTS O NOR{ALW (SPRO-bL TTC" } },}-TST: TSTS O -Til(}RilAL TY PR,T: '}AT' PRNTOUT fi SUfiVO 76 DATA -S GROUPS: CSTNilG O CBSRUATOS ACCORDNG TO $$SAT} ARTCORRs PARTL CORNLATC}S, C}}}TilAL ilans ild STA.DARD DUATONS

12 ru -l 0 11 r\[ 3 d, =r'lt, h[ r. 0f.C t, C( )c.co t,l! C r. ul 0tu { c lt [( 'n{ uf [l +t lll,{ld r, +r)fl rs 0(6 tr +r3ft uufu o >!tlt d 00 f ql r{+ Ul 3{r O r o ot"'l UO. fl 3 TS tlr( usu u llltr )U r.d Z t tlt fc d 0m3 d) tl t00l 3.cr rr U{+ ru 0fiur x $ 0'r{';{ o.cl ll Z {r03 ld { L r'{ o'! 0. r{ c (l00 tl) c e, g, ; (l cr o- ن l-{ el' ts cr a9li. c lrti' 2 ct L' 4 L U' z. ld o

13 (lr?.1 ts g?,t l 4=.'3.. t$- s Ct d- نdd s OG -l* $st \- r' *5* -e r lllc <- ln ن-ci lr.l O.. ulillc X نR 5*n 5 c(o. ldt{b 1t - l-{ - sd m t- ]NGts rr.t -u, Ct rrl -d0l - -ca - ff-b (tt CC -

14 t fl al \,8 cf &, _, l d, -t L G z, { &, sl m o lr, - c3 o- ru oz. l rn + lt (\ { l-l U g c3 LL z [tr &. rt re, c3 c trcf ttt LT z. tl l-l ti, z o t\o r:c] [--** tr68 C C:} Cf tfi.q - rt (1" r-l qg!s! GCf,CfC]C-= r.f).ql- L? \s

15 LN d at. rl,3 t rن 3tt ff\ a c= co (= f- dl{, an o trt 1r. io = c '- tro tr? - Lt - fi c b 3T, ( t, l-a c(rt c, lrf &, cl l- A 'os g'te a3-3 ( \ o- = C e \ ('t= t-t < OG (j.. a (rt ut\ l-a (3 t-t Ul { - 2a irr o = <l lrj " c> g- Cll v \o c\ { { f--! (f \s ll (:f, Lr-) (= *qr c3 tt't {= ft! (3 t'-{ (3

16 r.o fl at \o cf c gt ilililililililil111r \ ur L z, c L \t \ >- : co< cf (3 tr.l < < ' r z- (3 l- { il rnن ll frl :.< Z,* lr C3. - _q. hz l-t gldul 0 2 c ('l t--t <( l-= -tt Ll :' g - a =ن\ 3ff o*. \"" z.t 7 (3- tlt,- t;t Lr- (3Cf &- <cf z = 133 dcfl. lr-.1-r t':t ts- = 1;- Z. (, f---1 c] O ( f vi sن u1 d,z. S rr rn C:, :::r t3 t.l d, 1r- Ofr o rn tr- Lt t3 t-t &, fr' ll-t -ur c(,t l,r <l- (=.r'-{

17 t\ d al rd 3 s( u, ba ti r{ [-l r{ Lr'f t_l\ aa - ce, (.9 c tl, ]- -. \ os 3gl GLT Cl. ll.v \ض = o- o ct -."hl frru -<i ('' r- c C.!\ l-t (g T \: l-a Ctr Lrl \ 8>- GO >t- C trl ::' al- -- (3 c, Lv o -2, < a <z t-t ot att 2 ar' Cl r-r d 19 { trl e, c e, B - =n- - (3 - V :r (-.3 LL =3 ll {f, L) c= C] C3 t]\ cf ffi *fr l- f-r t3,= '\{ r ih Lr'f rtt Cr r'-r r? f*-- {lr [-'*. Lr-] \fi

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