0ffl*~*~*~~
••
~m~~ , ~~.wz~~m~.N~ · ~-.~~Wt~
*2f.l:';;J
W5(}fJ
5
}
1(1i (-a;):ljU
~
~
~1tK~9r1
ffi
Z
't~
H
f
3
)
,
[I:iJ
~~1B'l
m.,u
y=
,u
,
(J" y=
!n
z
~
51~
,
jr*~~ffi 0ill11l!
1¥
;
rm 9r
1
1ti
Z fltzjs:
Zj ;: ~ ~Er
>Jiir
~9r11tildfU.I'~i¥Jwtft
$F
f
$1, it~~*
'
1B-~'2
Fr~~t-t
f:E
ttt
~fflj;fftH
J
:
:x.
~ ~1j1;
I~'J&1
m '
Jts:
l
llt
1£ij,\ltJiLt
5f 1j
.FE!
§
c
~HF8
']
f~:ti:*
~5t
H
I
Hm
tl
'fj' ~lj;jz' " 'lU
ffl] ~9r
;t;Ei [f1] B
~;&h
:gHJHmtl
::>1e~'~ ~;e, t~*
L+
:±$j ~
5J
{111
8'~'l"flf10
0/'j;::{t'i
ftf1?;
r@
9r
f1fi
mJ
m
ff
!f&jl2/k
~,
5fiJ
ffl
~iit*-
P'q ~JE ~
5-}fflj
Z
-;r
[Fi]
~Fi
:+
J
tl
OO
H
!'!!
'
Jf~};x-· ~Eft~5t(1ti1J~n:
'
d:llJtf~~~fi.~9r1%~i5f-' pj~fl'·ti*~)=
5Zmmfrnf~,
~c&!f<f* 4:2r::t~~{&t~@],
~I1l~t-:t]H~960*'
fIJmHw.t.-\Hiftl:l.j~960f@H~*T:t;J~XB'-J5}ffli·ITlli 1f~,
&;J<:tt
\
;1-pr.lt]f@
,
~~R'
f~tI:l 5t11ti~jf3~r-'W~tIf:.ili:'f~r§0i1ti'
~F±'-"J{u'i: , ~~1'21;nJfJl~gffi11J!
j
*&*Hm
f1
r=
f1 ' cr?=
fn
J~1;t~ill
0iEj'@*i-r~~~· ,&j.'!~:1£~JH3 ~~B'JHlft-lcpf4~ '~'rfljJ1:t-*~* , 9i?flfi~~~~?i':1''£!f~
,
-Jt
¥
,jtJ!)Ijl~t;f<:t;::zr:j:';;:1W1n-ffn,Z~ilfflj :&.;g~ 0fU1m~ii]
: t!t;$::'P:qW!6
3'
HlJ
0 ;jlht~7}1-m 01£1Jtfr~f!1~JfJ .:<$~ ( ~2.
'
1
994
)
~6n~rR-~;ff*zp:~~:S-fm~.zp:~1iiljjil~1$~i¥Jpq~t.lD
r
: :
-
,
t*4:ZP::L~~:5:t11tiB"YI~Y.:j 1i§I ~Jna~im(tl!f~~Jl[l;l 0 (J-Lr
-:
J-L )- ,
(- )-(ti-r
t~
*zp:
:l:5]
f)(
:5:tfmB'
j
~~~~
~a
~00:
i¥Jf#
~
~'
~~
.l-A
1N
5Jj£
t
~*~
0 ( 0" 7=~
)
0,
"
n
~y--
n
(J-L ' 0'2) ,flU
l
:i:
!l
J:t
J1.ktrf9=1
Bim:}mf~*·~=
n~~:$:ZP::l:5]!1;& B!jfj' ffj1 9=1'
13;
ZP
'
+b . j .J-
<
rt
@
.
=
J-L ' 1-i:""3¥-~"':' ;.tI; E:: -'--'=
In
(J' 0§::tei' - , -.~ 0 pwJ;;"JJ-L y. - J-L 0',. - C , -In
Yl
+
'"
Y
r:5I
},:;;'~V
a
r(Y
)
=
0'2 , 0' ?=
V
r ( ----=---='.:....')1
(
n
= - 0(
V
a
r(
Y
l ) j-- ...+
a
r(
Y
n) )n-n
.
-~ .. 0' y -.rn
~O*dJf!z:@;j'fk~l-i¥JfI1@J ' i1ijDTIjjf,H;tf*:;JI~ ',~'1ffi$i
,
~~*~~* \@'m~~J.m.McH~,
.
;
B.
m
f!li1
~~,
,~~p;~~tl.r-~':M
~ ~ff.H~pjlf,
1:fli:
t
l
it fr,:m-
~/OJ
~l#
ffi ffi
§
f~t~9=1
t~ @[J-L '(=
(-)1~Z{@fB1itf@:5Htpm;:7t~-t:;~• §J-1~~(~7t) ~T1~U7z/f~111IJ.m.l00: (7t~) '~D
TtfI1]
.
0-2
.
5-
1.
5
-
0
.
5
0.5
1.:12.
5
Z (i§!R"5}.Lt
-2.:1,(,)r
0.00
6
2
-2 .5~-1.50
.
0
607
-
1.
5~-0 . 50
.24
1
7
-0 . 5~0.50.3830
O
. -
¥
1.
5
0.
24
17
1.
:i
¥.
2
.
5
0.060
6
2 .
5
1.)-.t.
0
.
00
6
2
L~)(~~~t~#;t7 H~~+tm~100(1JiI1flIJ.hJ:fOO:'
fl
I
J
.:g.j&
C
¥5-
})
PfT~Z;
lIIJ{fl.:fil1
(n'-!l} ) f~QlF~1]:'
1
00
*
t?t~p'Td-Z
f'-
f9J
ttp.pm*
=
0 ;1"!IJillf
@
(7t~~) f1ilil~~ 12
1
6
2
4
Humm~~mffM~~~~0. · ~~M.~@. · ~.=~A~.( I . ~~.
I'!IJm~*~F&-1~'*'tL~0ffiJ-B.tmR ' fil1:t~~-mmRzzp:~fi1!,u
=
4
' ~~~(1"=1 0(=)rn~aM~I-P~*I~iH~:ffilI&tl**/J\=5Z~*-*Jl ' *i±'IZP:~{~' scjf-F*~'
ia
f
f!l
U1*
t)t
1
(=1
1
LJ: tt~~ 0 JMHTtrhfJf.iIfF0~c:
3'::
f
1
I
;;!-t
5
}
8
tJl
'
§Hfi7\~ti
f
lC:ti~i~d1b U~!K.
JL
;5'
rrJ
15
31<
LP:
±'.::Ji
tt!
N*ft;j'=j'ffi~gc(StmJRfJ[
20
;;
X1&
'
*tdJt~ *2p~l00:-~c~z*rf]!~Llttf:~ 0 (.::::)£lDl1:Li£f1I.m1~Jmt~;tt960* 0(llB)
lt-H
Rl! 1i'9 pq
%):I
E2
t
2itl=.
:f
Jt
m
9
~
J
Jl
p)
T
t8:J
5flM
f**
Et'9
2p
¥;J1@
;:k
1:ffi 51
~
tt3
.4
-
4
.
6.:i
F
",
9
'
(JJ1!.~iff([iJ(;jtflJfl!l!~l
.
8
-
6
.
2)
•
tJ
JJ
U
f~W<;,¥!¥~IJ ~~r'9 "p.J!~llill±l fS?Z~ iitl£~j-' 0pJT
llf
r:J~w*~~~ , a~.~~. , .*ZP:¥;J.~
••
o ~~ft¥m~s*)(--)~mf;iffl:lf~960*
'
PJTf#fIJB']960{l4It:l*ZP:~~,
f-1J }fjHJf-~~J!ltf&f·lB~Ij~0~~*~("~~:Hj:!.~IJ~= 0
W~
EB,u
=
4'
(1"=
1ztJHfi~nft~~Z¥1fI•
~JI·tmti*7;:::/J'=5Z~*960~Z**lF~.~.ft#ii~ o
t!
:$:
1'>:
J$] f( I:UJ.w.;x~1.8
0
2.0
0
22
0
2.40
2.6 32.8
6 3.01
7
3.2 36 3.471
3
.
6
983.
8
141
4.
0
173
4.2
15
0
4.4
120
4
.
6
6
6
4
.
8
4
7
5
.
0
19
5.2
6
5
.
4
5
•
134
•
5
.
6
15
.
8
o
6
.
0
1 1 0 6.2o
-1-\j;~{ili!4
.
03
~~i'f:0
.4
81
(=)EI3~.=.
'
f~*ZP:~]~;Z*~5j-{1iJm*~!IDiI(
F
r
eq
uency d
i
a
g
r
a
m)
~jj\$G[f,J]= ,'&
m
~ fti{)f~1Hl(F
requency p
oly
g
o
n
)
~ff-fflG~.=: 0C~) EI3~=
,
tEl3t~PfTi~'}J?lj960@t~;;$:zl -:~lt~zZj5.{~=
4.03 '
m*~=
O
.
481:lfJ.!}]J.~iffl1~.ttlIB( ti
D
'$
H2:9
0~1l9
EB
J.l
=4
'
(1'= lz~Il~~51i1ii~ , ~~tm.*:::;t/J'~5z.*~iSJIi960~•
j!t2f!ts]1ili ' ~-*&W~itfllz.tl::~ 0 0'= 1 J.l = 4 IJ' 1 IJ' = --=-= --=-=0 . 475 y
i
n
is
J.l_= 4.03 y 14- 4.03/ XIOO% /0475 - 0.483 1 x IOO % 4 0 0 .475 0=
1%
=
2%
tI:l
180 f~;x.
160fJ
140 120 100 80 60 40'80
til
JJI
-:X
160
~
14
0
1
20
1
00
SO
6
0
4(J20
(J1.
8
~.22.6
~-
,
EI3
,u
=4
'
0-=3
3.43.
8
4.2
4.
6
5
5.
4
5
.8
6.
2
ff:tjs:Zf:i.5JfJ
1zt~MR;Jl~£-fffi1E€M t:p,
]gmt[tJt:f*7'(/j \ ~5z1**960*'
A
(-)f~~::k/j\~5 ' :Wi /j\B~J5t~;fDR~--(~l5t
&[9
(I
§J
25
};!t
9
:B-
'
t.f<~+t;ry1frLm!t1.8£
~r'§j
i¥J
£-
\%:
~-
(
r?!l
7
:I}&
[q (!]!!I6
5
3'
:;J:t
3
1
:B-
'
f.:f
*
zP
1:8
([]~jJ'~~6
.
2
5
t
0
(=)i.t~=.7f-i*@HjJJt;RW{{~O (tzLl7F~(@
=
5
.8 '
I'U
f~;)\:~~()) , 1~IE.nxff"J.~.t.i!fji960*
'
'ffTIpJT1~raJ~mrBt£*)t~CI~o=
75287520f~'t.lO:lf!iYiIJrr.g
(~653' &-f!M5£-~PiSJt-€rZf~1@5 .8~ 0
(-:C)1t~fPts:f~tOOm' ~£-fftj£3:n:m'lO#
'
~JtHB:&u::k/J\*t§In]rfri
~~n
J
j..:n:J~~J;Xf-8= r::t [\'jj ~t[M£zmlrl$ 0(r!9)
ri
~~3~9=1
:R:@
i[
@:AE
J:!fJ. '=tJt {],9
OJ
rn
;j I~1¥;
fla
n'-
{fij K -~n,-:.
r~:till t~*
~:f.i6
30
Z
f~~zp
~. '*.lli~£-mffiM~~lli~m~0~o
.~
6
0
6
.
2
l*ZP~f9:
;tt
~----~---4---+---+--~---~ - ·~mw.~~~:.*~~, w*~~ti~mo ~,
ijg~rn~~ffl ~tjHlil~ 0-=
'
ijUIHt~~*l1; f~*2p:lej{ifi'
~~lt[R' ~~~:mfiHElJiI J Zt:£*ZP:~J(@::tE~YZra9 ( 2 . 4-4.6~ra') 0
E
.
•
~§ n 7H~*WJ~:mm*~ 07\
'
fjg ~m.gfiritFiJ~Efl*' "
J5JT1f
aJ
ilE
"
Z
iWil
01::'
;f
iJ
ffl
*~)j-ffjj
,zZP:iS]fffii:
• ;
lJJU~~fj!Wi&}!~)L
= )L' (J' = ::;. 0 'r 'j' .,jn
J\ • ~' g
f
iE
*'~)j-fffi
Z
ID:tk~!H~Ht ~zp:
~~)j-11fi Z}f3!jf 0fL
'
~HiJ mmfjHm~I~!iHfil:l.Hif~)H{fj 0+ ·@~~.~~~.m~~~~~~o
ffffljiif)jf
.f~W;~1W~/1'fIZ-aMm2 ( i3<g~ , ffilt~it-f) ' ~cmf~ ' jf.~ t0J)j*'
~,d3jtimi*4'15
~
f*
- • Ijtififfii'6!llJJ
(- )f#-;g'trt(m
Im:¥:&
Hj
~rat4
(....:llQ1fi&m1{{w;~J5'rftjJ )L = 4 '(J' =
l
BJMtmWJf71
CJ1i~{'f~c~'#~(J1!l)
Uti
~J~}t';li
f}~.ij[()
H&
&
1).A
T
f'f
If (17 7t
l'iC)
HfWf~t~<i
1§;;q;!¥i£ffj
lI~ci~~r±J (~Mi)fill
tc:
§5l
o
Jj,z 0 ~x: ~~M
'1'
fillf
Hfll~~;~lr11H&5t{(J
,r~*.
JiX1l:f;X~5tilll(
=l
ffl
~,jot
~5r!
fffi
~X
o
(
:-l~f$~t~ ~.
~ 0 (rrY)taWJ~ f'Pf~1N,*,!'iffi5tffii
Z
fllfffm
0 (Ii) '1\"~1t
{W
fa M!
~tWiJlo
V\) ~~~imt±l+N(pJt4~tm
r:p
~jt~*(n
=
5HJ=l ;§;-
till'
ilL
?
(;\)EI3(-t)EI'9~* '#:;fl"JI'lJ )..)~t±l
]f;
~LI
¥{t
l!7t
f
1il
?
(:h) ~rQ] .I11 1E!.I ~V\)((}tdJff.@lffit~~f{
m
I
ii
~5-fi
ili
0 (+)fIJm(·L)(;\)(:h,)z~fi:W:~Ff!.I±\,f:*-+ t'.;J ~5-}H:j2:11fl?
(=)1~fflrrJJ~*tlEt±ltl:<f;:
Z
zri$]{if{ 0 (~)@!:g:(
ffi
JH~tIE
t
U
~@! :g:)CtL)/!i
H
i
F
:
5f~ @!~ : 11<~II~'·
·fl
~*~[D1:g: (,,)It]!fL ,fl!o;;jJ**~!oj511ITJ:
~Wllft*A:'j: ,11&-@PJT
1=f
LlHige'
:J
:w*<'rt'~~5-H$lE!/F
B
J
fjg
0 ~~~ ~~.~*. 13
8
.
~gW\~ 0 5 Im~~f1m Rf,fD~12-23Zra9
'
-+
~ {jj[ ~ 2.4 -4 .6Z IY1(PI
ijg
tm
¥Ija
"J
m6
W:
/
F
jG ~:fR
liOi ) 0 51~~~!tlilm$.: fl*Wjf¥J~~ 0 t1'gAAl!!m~fin'&~"*-
0 j:JVJ':~±:
1:£
100
Il
.ii
]
ff
W
Iffi
1ffi
5
f
@J
;ti;'H
1110 x 99 x 9~ " 9~ ,.. ~ (j ~Mm~~~~-fiit-HI
JJfJffi
ijf<l
Gt1
J.!l!
fiTf\}
/j~ ~[p.jl"&
*
fEl
]f;
[I,,)] 0.ffi
lit
*,&;fMJ:!I!bifstJM
~~mJE0rt'
1m
i;f.~ ~l ~ ~n ~( (1'f; nJ~~~1~) .tll:;~-
(~5H
m
Z
J0
H
t
'
-+~]([[ •~*;&
,
Jitt~*,I7t
i£
~(ljIT)j-176
0 ~fI;5jP'!~*t!n~C
L
T
,LJEfll
0@ (=!::)~,~,1J-T ;sMl~~M*~~F At~51{1fJ~
flU
YZ5111tJ;l~:~tl2m~51{.ffj?
= , ~-g.m'fJ
:
t)/Hlllj~7J~ii1TWf' ~~~~ .I$! ~f&
5f!:
0 EtI~.*f(flljiiJ
11
~Y Z51
(
1\1
lli
{~-m
1W
51
{1!i
(+) , (::!:)3"1tf~* ;\tU~::1G~Z
cp
:5R:
~11lVE:@ 0n
m
#
(9
82
)
~5£M;V~$ ~W:)Ctt1t±lJi&ij7±.I:~ LlJ
(
1977
)
'M'rma~AA~T~*ZP:J$]!lSl(
x
)
z7t11!Jljj\ ~"I?-;I!!Lz~1f Jl~W~*lJJ=l
fU
13~12WJ~36-
37
**
~ ~(]
994
)
j$;J ~M-at~*,fD jm·f~-5J\. 11!JZ
ntf Y-'C
~}'Z~~t1rIf.
*¥fH2
W1
W
77
3
-
838
r
BlJPi'-f:
(1
993
)
~~Jh[J.!liWf
Iiil1!f
0
"§j
5R2~
(1994)
~*~~;ffkrr~ mUJ£t±l~;rr±Bickel & Doksum (1982) mathematical Statistics
Hogg & raig ( 1983) Introd uction to mathematical statist ics