statistikaaa
TRANSCRIPT
-
7/23/2019 Statistikaaa
1/29
STATISTIKA DASAR
OLEH
Z U L A E L A
PRODI STATISTIKA FAKULTAS MATEMATIKA DAN ILMU PENGETAHUANN ALAMCLINICAL EPIDEMIOLOGY & BIOSTATISTICS UNIT (CE&BU), FAKULTAS
KEDOKTERANUNIVERSITAS GADJAH MADA
-
7/23/2019 Statistikaaa
2/29
Daftar Bacaan
Bland, M.2000.An Introduction to MedicalStatitic. Oxford Uni!r"i#$ Pr!"", Oxford.
Sorlie, D.E.%&&'. Medical Biotatitic andE!ide"iolo#$% A(()!#on * L+n!. Nor-+),/onn!#i1#.
Walpole, R..%&&. Pen#antar Statitia. A)i34+3+"+ 4+56+n S15+n#ri. Gr+5!di+, J++r#+.
-
7/23/2019 Statistikaaa
3/29
Materi
P!nd+31)1+nD+#+ 6!"!r#+ "+)+ (!n11r+n
P!rin+"+n d+#+P!n$+7i+n d+#+U1r+n n15!riPro6+6i)i#+"Di"#ri61"i nor5+)
T!ni P!n+56i)+n S+5(!)E"#i5+"iU7i 3i(o#!"i"
-
7/23/2019 Statistikaaa
4/29
De!ni"iSTATISTIKA
Pengumpulan
Peringkasan
Penyajian
Ukuran Numerik
Pengambilan Keputusan:Estimasi
Uji Hipotesis
-
7/23/2019 Statistikaaa
5/29
Data dan S#ala $en%&ranP!n15(1)+n d+#+8
)+n"1nd+ri r!"(ond!n 9-+-+n+r+,(!n11r+n,
(!n+5+#+n:
#id+ )+n"1nd+ri r!"(ond!n 9did+(+# d+ri6!r6++i
"156!r d+#+, d!(+r#!5!n;d!(+r#!5!n, )!56++(!n!)i#i+n:
D+#+ 5!n1r1# "if+#n$+8
1+)i#+#if9d+#+ #id+ 6!r1(+ +n+:
-
7/23/2019 Statistikaaa
6/29
-
7/23/2019 Statistikaaa
7/29
$erin%#a"an Data
-
7/23/2019 Statistikaaa
8/29
Ta'el Di"tri'&"i re#&en"i
-
7/23/2019 Statistikaaa
9/29
pendidikan
6 6.6 6.6 6.6
7 7.7 7.7 14.3
47 51.6 51.6 65.9
26 28.6 28.6 94.55 5.5 5.5 100.0
91 100.0 100.0
SMA
Diploma
S1
S2
S3
Total
Valid
Frequen! "erent Valid "erent
$umulati%e
"erent
Ta'el Di"tri'&"i re#&en"i
-
7/23/2019 Statistikaaa
10/29
usia
14 15.4 15.4 15.4
11 12.1 12.1 27.5
40 44.0 44.0 71.4
19 20.9 20.9 92.3
6 6.6 6.6 98.9
1 1.1 1.1 100.0
91 100.0 100.0
20 & '30
30 & '40
40 & '50
50 & '60
60 & '70
70 & '80
Total
Valid
Frequen! "erent Valid "erent
$umulati%e
"erent
Ta'el Di"tri'&"i re#&en"i
-
7/23/2019 Statistikaaa
11/29
Ta'el Kontin%en"i
Merokok * Ca_Paru Crosstabulation
$ount
40 20 60
5 35 40
45 55 100
!a
tida(
Mero(o(
Total
!a tida(
$a)"aru
Total
-
7/23/2019 Statistikaaa
12/29
tingkatPENDIDIKAN * prestasiKERJA Crosstabulation
$ount
43 17 609 31 40
52 48 100
renda*
tin++i
tin+(at",-DD/A-
Total
uru( ai(
pretai/,A
Total
Ta'el Kontin%en"i
-
7/23/2019 Statistikaaa
13/29
$en(a)ian Data
-
7/23/2019 Statistikaaa
14/29
Hi"to%ra*
-
7/23/2019 Statistikaaa
15/29
Bar +art
-
7/23/2019 Statistikaaa
16/29
Bo- $lot
-
7/23/2019 Statistikaaa
17/29
Ste* Leaf $lot
-
7/23/2019 Statistikaaa
18/29
$ie +art
-
7/23/2019 Statistikaaa
19/29
/or*al $ro'a'ilit(
$lot
-
7/23/2019 Statistikaaa
20/29
-
7/23/2019 Statistikaaa
21/29
-
7/23/2019 Statistikaaa
22/29
-
7/23/2019 Statistikaaa
23/29
U#&ran0&ran
/&*eri#
-
7/23/2019 Statistikaaa
24/29
ESTIMASI
>+#1
S!5613P+"i!n
S+5(!)
M!+n?R+#+;r+#+?@
M!+n? B 3+ri
Po(1)+"i
'0
-
7/23/2019 Statistikaaa
25/29
ESTIMASI
tidak merokok
S+5(!)
Pro(or"i?(!r"!n#+"!?@
(ro(or"i? B0C
Po(1)+"i P+"i!n di RS
meroko
'00
200
00
-
7/23/2019 Statistikaaa
26/29
U1I HI$OTESIS SATU MEA/
>+#1 S!5613P+"i!n
Min15 O6+# 4+r1
S+5(!)
Po(1)+"i
R+#+;r+#+ ? ,3+ri
'0
%,2
H%8 R+#+;r+#+
'
H08 R+#+;r+#+ '
-
7/23/2019 Statistikaaa
27/29
U1I HI$OTESIS DUA
MEA/
O6+#
S#+nd+r
O6+# 4+r1
># S!5613 >#S!5613
O6+# 4+r1 )!6i3 !f!#ifdi6+ndin+n d!n+nO6+# S#+nd+r
U)i Stati"ti# 2
2,17,611
== sx 3,14,4 22 == sx
n%?
0
n2?0
1
2
1
2
2
2
-
7/23/2019 Statistikaaa
28/29
U1I HI$OTESIS DUA
$RO$ORSI
O6+#
S#+nd+r
O6+# 4+r1
O6+# 4+r1 )!6i3 !f!#ifdi6+ndin+n d!n+n O6+#S#+nd+r
U)i Stati"ti# 2"!5613
"!5613
#id+ #id+
n%?00 n2?B0
02?'0%?2'0
'0'0
(% (3
-
7/23/2019 Statistikaaa
29/29
U1I HI$OTESIS DUA MEA/ 4dependen5
S!6!)15d(#(!r)+1+n
S!"1d+3d(#
(!r)+1+n
9dii#:eru"coleterolle-el
eru"coleterol le-el
Pror+5 dii# !f!#if5!n1r1n+n eru"coleterol le-el
Stati"ti# U)i2