-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
1/17
E]QWQK VFBKD] DE]@FBK DKASDJI]@D
W]B@AFY WAJY]Q BMY@JA]AD
FA]Y@N@FDYQKQ@ IA FDK@N@FD]A
W]BNAV@BJDKD J@^AK 6 YACJ@F@DJ
@J DFY@^@YDY@ AFBJBH@FA
@jiruhdtbr,
Wrbn. Hdtaasfu Dir`dj
Aa!, B"add Djira`
#$%#
4
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
2/17
E]QWQK VFBKD] DE]@FBK DKASDJI]@D
]aprazajtdrad erdn`fd d
`j`fdt!r`"!r #ar``"!r `jd$`fa
@jiruhdtbr,
Wrbn. Hdtaasfu Dir`dj
Aa!, B"add Djira`
%&'%
=
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
3/17
FQW]@JV
Dr&uhajt'''''''''''''''''''.''''''
]a(ra)ajtdrad &rdn`fd''''''''''''''''''.....'.
I`d&rdha (r`j "aj)` s` fbbdja''''''''''''''.''...
I`d&rdhaa (r`j n`&ur` &abhatr`fa'''''''''''''.''.
I`d&rdhaa sar``br ia t`h(''''''''''''''''''
I`d&rdhaa sar``br ia s(d*`u''''''''''''''''.'
I`d&rdhaa sar``br ia ra(drt`*`a ia nraf!aj*a'''''''''''
+`"`b&rdn`a'''''''''''''''''''''..'''
6
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
4/17
Dr&uhajt
Kufrdrad ia ndtd asta iast`jdtd b"t`jar`` fart`n`fdtuu` ia fbh(atajta (rbnas`bjda `j
hasar`d ia taj`f`dj `j dft`!`tdt` ia fbhart ,trdtdji s`tudt`` `jtdj`ta `j (rdft`fd n`jdjf`drd s`
fbharf`dd d uja` `jtra(r`jiar`.
Dh fbjs`iardt fd trdtdrad su"`aftuu` - @ji`fdtbr` d` taji`j*a` fajtrda-hai`d,hai`djd s`
hbiuu, (ra)`jt b `h(brtdjtd iabsa"`td `j rad`)drad b"`aftuu` ia dft`!`tdta d n`rha`.
Kufrdrad asta strufturdtd dstna-
]aprazajtdrad erdn`fd-Aahajtaa fbjstruft`!a da uju` &rdn`f sujt- t`tu, ra*adud,
sfdrd ia ra(ra)ajtdra, a&ajid, &rdn`fu (rb(r`u/)`s, sursd idtabr 7` jbtaa a4(`fdt`!a.I`derd$a pr`j (ajz` )` f!"!dja*I`d&rdhd (r`j "aj)` sa fbjstru`a7ta su" nbrhd ujbr
ira(tuj&`ur` fu dturd hdra br`)bjtd s(r`=`j`ta (a b irad(t r`i`fdt 6j (ujftu ia br`&`ja d
d4a`9br`)bjtda1 ia ra(ra)ajtdra
I`derd$a"a pr`j n`e+r` ea!$atr`fa*Ia ra&u sa nbbsasf (trdta, rbh"ur`, farfur`,
tr`uj&`ur` af`dtarda, ira(tuj&`ur`.
I`derd$a"a #ar``"!r a t`$p*I`d&rdhd (bdr sa ut``)ad), ia b"`fa`,
(ajtru d `ustrd sa)bjd`tdtad, idr (bdta n` d(`fdt 7 (ajtru d id b `hd&`ja &rdn`frd(brtuu` i`jtra aahajtaa uja` sar`` ia ra(drt`*`a
I`derd$a"a #ar``"!r a #pd,`+*Fdrtb&rdhaa9r*` da tar`tbr`uu`1 7`
fdrtbi`d&rdhaa9fbh"`jd*`a 6jtra fdrtb&rdh 7` i`d&rdh ia su(rdnd*1 du b hdra
fd(df`tdta ia d raid iabsa"`rad i`jtra uj`t*`a dih`j`strdt`! / tar`tbr`da da
djsdh"uu` stui`dt.
@j fu(r`jsu ufrdr`` dh (ra)ajtdt (r`jf`(daa jbt`uj` a&dta ia tahd udtd `j i`sfut`a
drdtdji fd dh b"t`jut (r`fa(ar` s` ia(r`jiar` `j hasar`d (a fdra h`/dh das/b.
@j s(ardjtd fd ufrdrad !d drdtd b `hd&`ja fdrd (r`!`ji &rdiu ia `jsus`ra d (r`fa(ar`br s`
ia(r`jiar`br b"t`juta (rafuh s` d fujbst`jtabr dfuhudta `j fa` > dj` ia `fau hutuhasf tuturbr
dfabrd fdra (r`j anbrtu br du fbjtr`"u`t d `jstru`rad s` hbiadrad had fd bh5
Hutuhasf (dr`jt`br fdra h/du sust`jut s` dsahajad (rbnasbr`br fdra ja/du `jiruhdt `j
udrad btdrdr`br.
9
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
5/17
]AW]A-AJYD]AD .]DN@F/ 7 NB]HD IA A4WQJA]A K@J@D]/ D
IDYAKB] VYDY@VY@FA=
Br`f3t ia "`ja dr n` &3ji`ta td"aaa stdt`st`fa, ut``)drad br ra(atdt 6jtr/b dfaad7`
saf*`uja d ufrr`` asta b"bs`tbdra 7` iatarh`j b rafa(tdra i`n`f` d hasd=uu` `jnbrhdt`!,
ujabr` su(rd(ujarad, dhastafdrad jaibr`t sdu dsbf`arad ianaftubds d idtabr i`j i`nar`ta
td"aa. 0jtr/uj dsahajad fbjta4t, ?``dh W
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
6/17
br&dj`&rdha, i`d&rdha ar&bjbh`fa, sfaha b&`fa, i`d&rdha ia fdfu, jbhb&rdha atf.1.
Qt``)drad ra(ra)ajtr`br &rdn`fa 6j hd` tbdta ibhaj``a dft`!`t*`` uhdja (rasu(uja
fujbd7tarad 7` nbbs`rad fbras(uj)tbdra d aahajtabr fbjstruft`!a 7` ras(aftdrad ujbr ra&u` 7`
(r`jf`(`` ranar`tbddr a (rb(br*``.
Aahajtaa fbjstruft`!a da uju` &rdn`f sujt- t`tu, ra*adud, sfdrd ia ra(ra)ajtdra,a&ajid, &rdn`fu (rb(r`u/)`s, sursd idtabr 7` jbtaa a4(`fdt`!a.
:`tu &rdn`fuu` tra"u`a s n`a fbjf`s 7` fdr, 6j sajsu f tra"u`a s ds`&ura dt3t
s(af`n`fdrad ds(aftuu` 9ds(aftabr1 ra(ra)ajtdta, f3t 7` bfd`)drad 6j t`h( 7` s(d*`u d
fbaft`!`t*`` farfatdta. Ia faa hd` huta br` &rdn`fu (ra`d t`tu td"auu` stdt`st`f, fdra st d
"d)d 6jtbfh`r`` u`.
]a*adud &rdn`fuu` asta fbjst`tu`t i`j tbtd`tdtad `j``br d=uttbdra fdra sar!asf d
fbjstru`rad &rdn`fuu` (rb(r`u/)`s, n``ji iaf`, su(brtu &rdn`fuu`- `j`` (drdaa br`)bjtda,!art`fda, b"`fa, farfur` fbjfajtr`fa, saftbdra ia farf fdra sar!asf (ajtru (dsdrad fbraft d
(ujftabr (a &rdn`f. Fbjstru`rad uja` ra*aa &rdn`fa (rasu(uja ras(aftdrad fu str`fta*a d ujbr
ra&u` fd-
`j``a ra*aa` &rdn`fa s n`a trdsdta !`)`"` idr 6j fubr` hd` (da sdu fu `j`` hut hd`
su"*`r` iaf3t fur"aa i`d&rdha`8
ra*adud s ju n`a (rad 6jfrfdt 6j fd)u 6j fdra ja (rb(ujah s sfbdtah 6j a!`iaj*
a!bu*`d najbhajabr sdu hbi`n`fr`a strufturda `jtar!aj`ta 6j t`h(8
da&arad nbrha` ra*aa` sa ndfa 6j nujf*`a ia s(d*`u ia fdra i`s(ujah, ia sfb(u 6j
fdra asta nbbs`t &rdn`fu, ia t`(u u` atf.
Hd=br`tdtad &rdn`fabr stdt`st`fa du d "d) s`stahu ia d4a raftdj&udra, 6j (rdft`f
6jt3j`jiu/sa 6js ra*aa nbrhdta i`j farfur` fbjfajtr`fa, saftbdra ia farf, ra*aa su" nbrh ia
a!djtd`, ra*aa b"`fa, ra*aa fur"``j`` atf.
K`j``a ra*aa` tra"u`a s sa (rbn`a)a !`)`"`, idr ju (rad dffajtudt dstna 6jf3t s ndf``ta)a
2f`t`radG &rdn`fuu`. Qjabr`, (ajtru d hr` anbrtu astat`f b (drta i`j ra*ad sdu f`dr 6jtrad&d
hu*`ha ia `j`` d=uttbdra (bt n` su(r`hdra, d!3ji 6js &r`= ia d fbh(atd ra(ra)ajtdrad &rdn`f
(r`j `jnbrhd*``a juhar`fa dnarajta.
Vfdrd ia ra(ra)ajtdra asta aahajtu fdra std"`a7ta rad*`d i`jtra uj`tdtad &rdn`f ia
hsur 7` uj`tdtad ia hsur d fdrdftar`st`f`` stdt`st`fa. Fu d=utbru sfr`` sa &rdiad) d4aa
&rdn`fuu` 7` sa hsbdr fbbribjdtaa (ujftabr. Kd fbjstru`rad uju` &rdn`f (bdta n` nbbs`t
>
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
7/17
n`a b s`j&ur sfdr ia ra(ra)ajtdra, n`a ibu sfr` ia ra(ra)ajtdra 9i`d&rdhaa fbjstru`ta fu
d=utbru s`stahuu` ia d4a raftdj&udra1, n`a tra` sfr` i`st`jfta 9starab&rdha1. Da&arad
sfr`` ia ra(ra)ajtdra sa ndfa dstna 6jf3t s ds`&ura !`)ud`)drad fbraft d (rb(br*``br rada
i`jtra aahajtaa fdra fbh(uj fbaft`!`tdtad.
Vfr`a ia ra(ra)ajtdra (bt n` uj`nbrha, f3ji (ujftaa fbtdta (a su(brtu sfr`` sujt
af`i`stdjta9sfdrd dr`that`f1 sdu jauj`nbrha, f3ji i`stdj*aa !dr`d"`a i`jtra (ujftaa fbtdta sujt
std"``ta (a "d)d uja` nujf*`` fur"``j``9sfdrd b&dr`th`f, sfdrd &duss`dj, sfdrd "`jbh`d1.
0j (rdft`f, fa hd` ias asta nbbs`t sfdrd uj`nbrh fdra tra"u`a s 6jia(`jadsf ujaa
fbji`*``-
uj`tdtad ia uj&`ha dads s n`a dfaad7` (ajtru tb*` `ji`fdtbr`` (a fdra 6`
fu(r`jia &rdn`fu8
dt3t sfr`a !art`fda f3t 7` faa br`)bjtda tra"u`a i`s(usa 6j d7d na 6jf3t
s (arh`t f`t`rad u7bdr d &rdn`fuu`8
sfdrd dads tra"u`a s (arh`t nbbs`rad fbh(at 7` rd*`bjd d s(d*`uu`
ras(aft`!, di`f 6j dfa s(d*`u s 6jfd( tb*` `ji`fdtbr`` sar`a` ras(aft`!a,
nr s sa dt`j& (dnbju ra*aa`8
iadsu(rd jbtd*``br juhar`fa da sfr`` tra"u`a s sa drdta 6jtbtiadujd
iajuh`rad uj`t*`br ia hsur.
B "uj (drta i`j &rdn`fa du d "d) s`stahu ia d4a raftdj&udra 7` sfdrd dr`that`f iara(ra)ajtdra. Asta u7br ia `jtu`t nd(tu f tra"u`a s a4`sta uj djuh`t rd(brt 6jtra ra(ra)ajtdrad
5
Fdirdju @@
`
9
Fdirdju @
1@
Fdirdju @@@
> Z
U
Fdirdju @; 1M 9@N`e.6.4.
V`stahuk
fbbribjdtabr raftdj&udra.
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
8/17
&rdn`f d dh(`tui`j`` !dr`d*`a` (a d4d d"sf`sabr 7` fad b&`ji`t (a d4d bribjdtabr.
Hd=br`tdtad tabrat`f`aj`br d(raf`d) f ra(ra)ajtdrad &rdn`f b(t`h sa b"*`ja ras(aft3ji
,,ra&ud fabr tra` (tr`h`G / di`f sfdrd ia ra(ra)ajtdra tra"u`a dstna std"``t 6jf3t sa&hajtu
dnarajt !dr`d*`a` hd4`ha (a sfdrd bribjdtabr s ra(ra)`jta tra` (tr`h` i`j sa&hajtu fdra
`ustrad) dh(`tui`jad !dr`d*`a` (a d4d d"sf`sabr.Ka&ajid &rdn`fuu` asta dftu`t i`j sfurta a4(`fd*`` da sahjabr fbj!aj*`bjda,
fubr`br, `j``br, d7ur`br nbbs`ta 6j fbjstruf*`d &rdn`fuu`. Qjabr` a4(`fd*``a sujt trafuta
f`dr 6j s(d*`u ra)ar!dt ra(ra)ajtr`` &rdn`fa sdu t`tu &rdn`fuu` asta sun`f`ajt ia iatd`dt,
dstna f a&ajid (bdta s `(sadsf.
Erdn`fu (rb(r`u/)`s asta dftu`t i`jtr/b hu*`ha ia (ujfta, b `j`a sdu b ndh``a
ia `j``9ira(ta, fur"a sdu `j`` nr3jta1, i`j n`&ur` &abhatr`fa 6j (dj sdu 6j s(d*`u, i`j
s`h"bur` jdturd/fbj!aj*`bjda fbjstru`ta (rb(br*`bjd. Da&arad t`(uu` ia &rdn`f sa ndfafu nujf*``a ia idta i`s(bj`"`a 7` ia sfb(u farfatr``, dstna 6jf3t ra(ra)ajtdrad &rdn`f s
su&ara)a (rb(br*``a i`jtra `ji`fdtbr` sdu, iu( fd), rad*` a fdu)da i`jtra dfa7t`d,
s(r`=`j`ji fbjfu)``a iatd7dta i`j djd`).
Vursd idtabr sa trafa 6j hbi b"`&dtbr`u su" ra*adud n`afru` &rdn`f, 6j !aiarad
`iajt`n`fr`` (rb!aj`aj*a` `ji`fdtbr`br fu(r`j7` 6j ra(ra)ajtdrad &rdn`f.
Jbtaa a4( fdt`!a sa traf ia ra&u su" ra*adud &rdn`fuu` sdu 6j su"sbu (d&`j`` (ajtru
d dtrd&a dtaj*`d dsu(rd uju` (rbfaiau s(af`d ia fdfu stdt`st`f sdu ia ra(ra)ajtdra &rdn`f.
Erdn`faa sujt nbbs`ta 6j stdt`st`f 6j urhtbdraa sfb(ur`-
d1 Fd hbid`tdta ia ra(ra)ajtdra, ras(aft`! &rdn`f
ia (b(udr`)dra 7` ia `jnbrhdra !`)ud.
"1 Fd hatbia ah(`r`fa ia djd`) 7` `jtar(ratdra d-
/ rd(brtuu` i`jtra ib` sdu hd` hu*` `ji`fdtbr` stdt`st`f`8
/ struftur`` 7` judj*abr ia struftur / 6j t`h( sdu tar`tbr`d8
/ nbrhr`` ia !dr`d*`a 7` ia ds`hatr`a8/ a&tur`br stdt`st`fa i`jtra ibu sdu hd` huta !dr`d"`a stdt`st`fa8
/ trajiuu` ia sfurt 7` ia uj& iurdt8
/ !dr`d*`a` uju` najbhaj fbh(a4 6j nujf*`a ia ndftbr`` s` iatarh`jdj*` atf.
f1 Fd hatbi ia fdfu &rdn`f d ujbr `ji`fdtbr` stdt`st`f`9hr`h` hai``,
`ji`fdtbr` hai`` ia (b)`*`a, `ji`fdtbr` ia fbjfajtrdra, `ji`fdtbr` ia fbrad*`a atf1.
Wr`jf`(daa t`(ur` ia &rdn`fa stdt`st`fa-
0j nujf*`a ia b"`aftu ra(ra)ajtr`` &rdn`fa, ia idtaa i`s(bj`"`a 7` ia `jtaj*`d dutbruu`
sa !d da&a uju sdu dtu i`jtra t`(ur`a nujidhajtda ia &rdn`fa. Ia7` ju a4`st ra&u` r`&urbs
3
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
9/17
std"``ta fu (r`!`ra d ut``)drad i`nar`tabr t`(ur` ia &rdn`fa, farfatdrad uju` juhr ia ufrr` ia
ranar`j* 6j dfast ibhaj`u fbjiufa d ajuhardrad urhtbdrabr t`(ur` ia &rdn`fa-
I`derd$a pr`j (ajz` )` f!"!dja
0
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
10/17
%. I`d&rdha (r`j "aj)` 7` fbbdja. Va nbbsasf 6j sfb(u (b(udr`)r`` ujbr ds(afta i`j
!`d*d sbf`d/afbjbh`f (ajtru d raid `hd&`jad uju` najbhaj 6j a!bu*`d u` 6j t`h( f3ji
i`stdj*aa i`jtra (ar`bdia sujt hdr` sdu jaa&da. Erdn`fu (r`j "aj)` hd` asta `ji`fdt f3ji sa
ra(ra)`jt `ji`fdtbr` fdra a4(r`h uj&`h`.I`d&rdhd (r`j "aj)` sa fbjstru`a7ta su" nbrhd ujbr ira(tuj&`ur` fu dturd hdra
br`)bjtd s(r`=`j`ta (a b irad(t r`i`fdt 6j (ujftu ia br`&`ja d d4a`9br`)bjtda1 ia
ra(ra)ajtdra. +aj)`a du dfaad7` *`ha, `dr uj&`had br asta (rb(br*`bjd fu j`!au hsurdt
d fdrdftar`st`f``. 0jtra "aj)` sa (strad) b i`stdj* fbjstdjt. Dfast &rdn`f sa nbbsa7ta hd` das
(ajtru d drtd hr`had i`nar`t d aahajtabr sdu &ru(abr ia aahajta i`jtr/b fbaft`!`tdta
stui`dt. Ju sa rafbhdji
s sa nbbsadsf b i`d&rdh (r`j "aj)` (ajtru `ustrdrad i`jdh`f`` uja` fdrdftar`st`f`, iabdrafa
6jtra "aj)` dr tra"u` std"``ta i`stdj*a i`nar`ta, (rb(br*`bjda fu `jtar!du ia t`h( i`jtra ibu
b"sar!r` fbjsafut`!a. Dfadst i`stdj*dra i`naraj*`dt d "aj)`br asta `jastat`f, `dr d`(`rad
"aj)`br sdu d7a)drad br d i`stdj*a a&da ianbrhad) `jnbrhd*``a fu (r !`ra d a!bu*`d rad d
fdrdftar`st`f``.
47
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
11/17
I`d&rdhd (r`j fbbdja sa fbjstru`a7ta su" nbrhd ujbr ira(tuj&`ur` fu dturd hdra
!art`fd, fu d=utbru uju` s`stah ia d4a raftdj&udra. D4d S 9d d"sf`sabr1 asta d4d t`h(uu`, (a
fdra sa d7ad) n`afdra fbbdj fu dturd sd h`f. :bdta fbbdjaa du dfaad7` *`ha, `dr 6jtra aa
sa rafbhdji s sa (stra)a i`stdj*aa (rb(br*`bjda fu t`h(u fdra sa sfur&a 6jtra ibu
b"sar!r` suffas`!a. D4d bribjdtabr sar!a7ta d hsurdrad j`!auu` fdrdftar`st`f``. F3ji asta
jafasdr ra(ra)ajtdrad 6jtra&`` sar`` frbjbb&`fa asta (ranard"` 6jbfu`rad i`d&rdha` (r`j
fbbdja fu b s`h( frbjb&rdh 9!a)` n`&...1, di`f `j`d nr3jt ra)utdt i`j uj`rad suffas`!
d (ujftabr d!3ji fbbribjdta- t`h(u 7` j`!au
fdrdftar`st`f``.
44
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
12/17
Erdn`fu f37t`& 6j s`h(`tdta 7` nbr* ia su&ast`a. Erdn`fu (r`j fbbdja sa nbbsa7ta(ajtru d `ustrd i`jdh`fd uja` fdrdftar`st`f` dtujf f3ji sa du 6j !aiara ibdr f3ta!d i`j
idtaa b"sar!dta ia/d uj&u uja` (ar`bdia.
4=
` `
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
13/17
I`derd$a"a pr`j n`e+r` ea!$atr`fa
#. I`d&rdhaa (r`j n`&ur` &abhatr`fa-
d1 ia su(rdnd*9farf, sah`farf, (trdt, ira(tuj&`, tr`uj&`1
/ Erdn`fa (r`j drada
/ Erdn`fa ia struftur 9!a)` n`&...1.
"1 ia !buh9(drda`(`(aiu, (`rdh`id, f``jiru atf1, iajuh`ta starab&rdha
Erdn`faa (r`j drada sa fbjstru`asf su" nbrhd ujbr n`&ur` &abhatr`fa 6j (dj d frbr
su(rdnd* asta (rb(br*`bjd fu hr`had fdrdftar`st`f``. Ia ra&u sa nbbsasf (trdta, rbh"ur`,
farfur`, tr`uj&`ur` af`dtarda, ira(tuj&`ur`.
I`d&rdhaa ia struftur 9!a)` n`&... 7` n`&..N.1 (rasu(uj uj rd(brt ia
46
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
14/17
(rb(br*`bjd`tdta 6jtra su(rdnd*d n`&ur`` &abhatr`fa 7` tbtdu struftur`` ia %$$. C`afdra n`&ur
&abhatr`f sa !d 6h(r*` 6j dt3tad (r*` f3ta dra fbaft`!`tdtad farfatdt, (r*`a sa !br i`st`j&a
(r`j d7urdrad sdu fbbrdrad su(rdna*abr ras(aft`!a.
Hbi`n`fr`a ia struftur sa (bt sur(r`jia (r`j djd`)d s`h( d n`&ur`br fbjstru`ta.
I`derd$a"a #ar``"!r a t`$p
. I`d&rdhaa sar``br ia t`h(9frbjbb&`fa, i`jdh`fa1 (r`j
fbbdja 9!a)` n`&. ..1 frbjb&rdha
i`d&rdha (bdra9rdi`da1
I`d&rdhd (bdr 9!a)` n`&. .O.1sa ut``)ad), ia b"`fa`, (ajtru d `ustrd
sa)bjd`tdtad, idr (bdta n` d(`fdt 7` (ajtru d id b
`hd&`ja &rdn`f rd(brtuu` i`jtra aahajtaa uja` sar`` ia ra(drt`*`a. I`d&rdhd (bdr asta
iabsa"`t ia su&ast`! 7` (ajtru sar``a frbjbb&`fa fu taji`j* ia fra7tara, fdra sujt dnaftdta ia
sa)bjd`tdta / sa b"*`ja b s(`rd d fra` rd) fra7ta (a hsurd fra7tar`` ia d uj dj d dtu, `dr
d"dtar`a9ianbrhr`a1 s`stahdt`fa ia d rd)d stdjidri `ji`f `jtajs`tdtad !dr`d*`a` sa)bj`ara.
49
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
15/17
I`derd$a"a #ar``"!r a #pd,`+
>. I`d&rdhaa sar``br ia s(d*`u9tar`tbr`da1.
fdrtb&rdhaa fdrtbi`d&rdhaa.
Fdrtb&rdhaa9r*` da tar`tbr`uu`1 7` fdrtbi`d&rdhaa9fbh"`jd*`a 6jtra fdrtb&rdh 7` i`d&rdh
ia su(rdnd*1 du b hdra fd(df`tdta ia d raid iabsa"`rad i`jtra uj`t*`a dih`j`strdt`! / tar`tbr`da
da djsdh"uu` stui`dt. 0j dfast sfb( `h`taa r*`` 7` uj`t*`a dih`j`strdt`! / tar`tbr`da tra"u`a
fdr fbjturdta, `dr d7ur`a sdu h`f`a i`d&rdha 6j n`afdra uj`tdta tra"u`a dstna dasa 7` fbjstru`ta
d b dsahajad sfdr 6jf3t s ranafta i`naraj*`arad i`jtra uj`t*`, idr s ju ia(7adsf fbjturu
(ajtru d a!`td fbjnu)``a.
. I`d&rdhaa sar``br ia ra(drt`*`a ia nraf!aj*a
d1 Wajtru sar``a ia ra(drt`*`a ia nraf!aj*a uj`i`hajs`bjda sa nbbsasf-
/ `stb&rdha
41
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
16/17
-
7/31/2019 Proiect - Reprezentarea grafica a indicatorilor seriilor dinamice
17/17
M@MK@BE]DN@A
Djra` Y=5 Vtdjf+ V=5Vtdt`st`fd - Yabr`a ` dk`fd!` , Ai. DKK, +ufura7t`, %
Md(+fad D=5 .=5 Vtdt`st`f" #$brhdt`f"/ d(`fd*`` 6j stui`u farar`` 7` bnarta`, Ai.
V(`r`t rbh3jasf, Frd`b!d, #$$$
+d"ufad D., E., Vtdt`st`f" - %atb&bkbe`a.'Ai. V(`r`t rbh3jasf, Frd`b!d, #$$%
+d"ufad D., E., Vtdt`st`f" - Yabr`a ` dk`fd!` , Ai. Vfr`su rbh3jasf, Frd`b!d,
#$$
Mdr!j Y=5 Dje3a"df3a F=5 0`,dj A=5 Vtdt`st`f"'Ai. Afbjbh`f, +ufura7t`, %
Mdr!j Y=5 M`?` A=5