tugas 1 prakbios

7/25/2019 Tugas 1 Prakbios

1/17

Nama: Yosefa Dessy J T

NIM : 131000451

Kelas : Praktikum Biostatistika Kelas F

!alisis "!i#ariat

Tabel 1.1. Gambaran Karakteristik Individu Karyawan

Karateristik Individu n %

1. Usia :

-


2/17

)erent

;alid +5T # &0.& &0.& &0.&kademi & &.2 &.2 !.

+arana &. &. 100.0

Ttal 1 100.0 100.0

Bi)a!' Peker+aa! "sia Karya*a! ,ta-u!.

/ama ker+a,ta-u!.

a+iKarya*a!(erula!,riua! 2(.

8re9ueny

)erent

;alid)erent

umulative

)erent

lid < > tahun

!$ &." &." &."

!-10tahun

0 2.$ 2.$ !".#

' 10tahun

#&0.& &0.& 100.0

Ttal 1 100.0 100.0

Dia'ram Pie

8re9ueny)eren

t;alid

)erentumulative

)erent

d dministrasi

21 1&. 1&. 1&.

)liklinik & &.2 &.2 #.#

3awat Ina/ &. &. $&.2

IG4 2! 1!.$ 1!.$ 100.0

Ttal 1 100.0 100.0

8re9ueny )erent

;alid)erent

umulative)erent

;alid 20tahun

!2".# 2".# 2".#

21-0tahun

$12.& 2.& $1."

' 0tahun

2$1$.1 1$.1 100.0

Ttal 1 100.0 100.0

8re9ueny )erent;alid

)erent umulative )erent

;alid < 00. ribu 3/. " &1.! &1.! &1.!

00. ribu 3/.- 1 uta3/.

#" 1.0 1.0 $2.!

' 1 uta 3/. 2# 1#. 1#. 100.0

Ttal 1 100.0 100.0


3/17

''Tael 1 amara! Karakteristik I!)i#i)u Karya*a!

KarateristikIndividu

n SDx SE ;arians =rmalitasdata

.

p Kes.

1. Usia 1 &0?0

10? &$

0?$& 10#?"02 0?0001

T=

2. 5ama kera 1 ".2!

!.1!

0." ."#2 0.0001

T=

&. Gai 1 $0&.$#

&!2.1$

2".0"2

1&11#".#

0.0001

T=

Des%ri(ti#eDes%ri(ti#e &tatisti%s

1 "sia Karya*a! ,ta-u!.

Des%ri(ti#es

+tatisti

+td.@rrr

Usia karyawan6tahun7

,ean &0.& .$&"%nAdeneInterval Br,ean

5wer und 2$.!" U//er und

&1.""

% Trimmed ,ean 2"." ,edian 2.00 ;ariane 10#."0

2

+td. 4eviatin 10.&$$ ,inimum 1$ ,aCimum 0 3ane &2 Inter9uartile 3ane 1! +kewness .!! .1"


4/17

Kurtsis -1.12! .&$#

Tests of Normality

Klmrv-+mirnv6a7 +ha/ir-*ilk

+tatisti dB +i. +tatisti dB +i.

Usia karyawan

6tahun7

.200 1 .000 .$$$ 1 .000

a 5illieBrs +iniAane rretin

''

I

"sia karya*a! ,ta-u!. &tema!)/eaf Plot

8re9ueny +tem D 5eaB

2$.00 1 . $$$$$$$$$""""""""""""""""""" &".00 2 . 0000000000000000001 11.00 2 . 10.00 & . 0000000000 2".00 & . !!!!!!!!!! 10.00 . 0000000000 1$.00 . !!!!!!!!! 10.00 . 0000000000

+tem width: 10@ah leaB: 1 ase6s7

'bseredalue40+0201010-1-2

I!ter(retasi : )a(at )ii!ter(retasika! a-*a seara! )ata %e!)eru!' miri!' keka!a! ,ti)ak simetris.6 a!yak ya!' (a!+a!' )a! (e!)ek arti!ya seara! )atati)ak eristriusi !ormal


5/17

I!ter(retasi : terli-at a-*a a)a eera(a )ata ya!' me!year )i sekitar 'aris6 !amu!a!yak +u'a )ata ya!' me!year )i luar 'aris ,+au- )ari 'aris.6 se-i!''akemu!'ki!a! esar )ata ti)ak er)istriusi !ormal

'bseredalue40+02010''''0'0-0'2-0'4

&aara#antaun /ama Ker+a ,ta-u!.

Des%ri(ti#es

+tatisti

+td.@rrr

5ama kera

6tahun7

,ean ".2! ."

"%nAdeneInterval Br,ean

5wer und $.2$ U//er und

10.2

% Trimmed ,ean $."0

,edian !.00

;ariane ."#2

+td. 4eviatin !.1!2

,inimum

I!ter(retasi : terli-at a-*a a)a eera(a )ata ya!' me!year )i sekitar 'aris6!amu! a!yak )ata ya!' me!year +au- )ari 'aris6 kemu!'ki!a! esar)ata ti)ak er)istriusi !ormal

I!ter(retasi : )ata umur6 me)ia!!ya ti)ak (ersis )ite!'a- kotak6 !ilai*-isker ti)ak simetris6 a)a !ilai ekstrem ,outlier.6 isa )ikataka!kemu!'ki!a! esar )ata ti)ak er)istriusi !ormal


6/17

,aCimum 21

3ane 1#

Inter9uartile 3ane 10

+kewness ."! .1"

Kurtsis -.$01 .&$#

Tests of Normality



5ama kera6tahun7

.2#$ 1 .000 .## 1 .000


aaera21(10(0 '/ama ker+a ,ta-u!. &tema!)/eaf Plot


2".00 . 00000000000000000000000000000 &".00 . 000000000000000000000000000000000000000 20.00 ! . 00000000000000000000 10.00 # . 0000000000 10.00 $ . 0000000000 .00 " . .00 10 . .00 11 . .00 12 . .00 1& . .00 1 . 1".00 1 . 0000000000000000000 .00 1! . .00 1# . .00 1$ . .00 1" . 1".00 20 . 0000000000000000000 ".00 21 . 000000000

I!ter(retasi : )a(at )ii!ter(retasika! a-*a seara! )ata %e!)eru!' terlalu ti!''u)a! a)a ya!' sa!'at re!)a- miri!' ke ka!a! ,ti)ak simetris.6 arti!yaseara! )ata ti)ak eristriusi !ormal


7/17


8/17

3 a+i karya*a! (erula! ,2(.

Des%ri(ti#es

+tatisti

+td.

@rrrGai karyawan/erbulan6ribuan 3/.7

,ean $0&.$# 2".0"2"%nAdeneInterval Br,ean

5wer und #!.0 U//er und

$!1.&

% Trimmed ,ean #"0.1 ,edian #00.00 ;ariane 1&11#

".#2

+td. 4eviatin &!2.1$#

,inimum &0 ,aCimum 100 3ane 110 Inter9uartile 3ane 0 +kewness .! .1"

Kurtsis -.#$ .&$#

Tests of Normality



5ama kera6tahun7

.2#$ 1 .000 .## 1 .000


aarawaneruanr1(0012(01000(0(000 ''I!ter(retasi : )a(at )ii!ter(retasika! a-*a a)a eera(a )ata ya!' se+a+ar ti!''i!ya6!amu! a)a )ata ya!' seara!!ya %e!)eru!' terlalu ti!''u )a! a)a ya!'sa!'at re!)a- ,ti)ak simetris.6 arti!ya seara! )ata ti)ak eristriusi


9/17

a+i karya*a! (erula! ,riua! 2(. &tema!)/eaf Plot


10.00 & . &0.00 . 00000000000000000000 1".00 . 000000000 10.00 ! . 10.00 # . 0000000000 10.00 $ . 1".00 " . $$$$$$$$$$ 20.00 10 . 00000000000000000000 .00 11 . ".00 12 . .00 1& . .00 1 . 1$.00 1 . 000000000000000000

+tem width: 100@ah leaB: 1 ase6s7

ser11.00*004002000--

I!ter(retasi : terli-at a-*a a)a sea'ia! esar )ata ya!' terear )i sekitar 'aris6!amu! a!yak +u'a )ata ya!' me!year )i luar 'aris ,+au- )ari 'aris.6se-i!''a kemu!'ki!a! esar )ata ti)ak er)istriusi !ormal


10/17

''''-'-'aaraanr

!alisis Bi#ariat

Tabel 1.&.eda /r/rsi karakteristik karyawan berdasarkan bidan /ekeraan.

Karakteristik)ekeraan

Usia Karyawan (umlah6/.720 tahun 21-& tahun ' & tahun

n % n % n % n %

idan Kera- dministrasi ! 2$.# 12 #.1

& 1.2

$21 1&.

06751- )liklinik 1 2!.1 2" .# 10 1$.$

!& &.1

"- 3awat Ina/ 1" &. 2# ".0

"

" 1!.&

!

&.

$- IG4 # 2!."2 1& 0 ! 2&.0

#2! 1!.#

#Gai 6ribuan 3/.7

- 00 ribu 3/. 2" ".1$ 20 0.$1

0 0 " &1.!1 00001

- 00-1.000 ribu3/

0 0 !0 #."

1" 2.0

#" 0."!

- ' 1.000 ribu3/.

1# !2."! 1 &.#0 " &&.&

2# 1#.1

I!ter(retasi : terli-at a-*a a)a eera(a )ata ya!' me!year )i sekitar 'aris6!amu! a!yak )ata ya!' me!year +au- )ari 'aris6 kemu!'ki!a! esar)ata ti)ak er)istriusi !ormal

I!ter(retasi : )ata umur6 me)ia!!ya (ersis )ite!'a- kotak6 !ilai *-isker ti)aksimetris6 ti)ak a)a !ilai ekstrem ,outlier.6 isa )ikataka! kemu!'ki!a!esar )ata ti)ak er)istriusi !ormal


11/17

5ama kera 6tahun7

- tahun ! !#.! 22 &2.&

0 0 !$ &.$# 00001

- !-10 tahun 0 0 0 100 0 0 0 2.$0

- ' 10 tahun 0 0 1" 0.2

2$ ".#

# &0.&2

I!ter(retasi

- =ilaip 6/rbabilitas7 /ada kateri bidan kera denan usia karyawan adalah 0."1?

,isalkan

> 0?0? maka da/at dilihat p.6> 0?"17 '

6> 0?07? artinya E

diterima.

- =ilai p 6/rbabilitas7 /ada kateri ai karyawan denan usia karyawan adalah

0.0001? ,isalkan

> 0?0? maka da/at dilihat p.6> 0?00017 0?07? artinya

E ditlak.

- =ilai p 6/rbabilitas7 /ada kateri ai karyawan denan usia karyawan adalah

0.0001? ,isalkan

> 0?0? maka da/at dilihat p.6> 0?00017 0?07? artinya

E ditlak.

8rossta ,usia karya*a!9i)a!' (eker+aa!.

idan /ekeraan Ttal

dministra

si )liklinik3awatIna/ IG4

dministrasi

Usiakaryawan6tahun7

20tahun

unt! 1 1" # !

@C/etedunt

!.2 1.# 1!.& #.# !.0

% within Usiakaryawan6tahun7

1&.0% &0.% 1.&% 1.2% 100.0%

% withinidan/ekeraan

2$.!% 2!.% &.% 2!."% 2".#%

% B Ttal&."% ".0% 12.&% .% 2".#%

21-0tahun

unt12 2" 2# 1& $1

@C/etedunt

11.0 2#.# 2$.# 1&.! $1.0


1.$% &.$% &&.&% 1!.0% 100.0%


#.1% .#% ".1% 0.0% 2.&%


12/17

% B Ttal #.#% 1$.#% 1#.% $.% 2.&%

' 0tahun

unt& 10 " ! 2$

@C/etedunt

&.$ ".! "." .# 2$.0

% within Usiakaryawan

6tahun7

10.#% &.#% &2.1% 21.% 100.0%


1.&% 1$."% 1!.% 2&.1% 1$.1%

% B Ttal 1."% !.% .$% &."% 1$.1%

Ttal unt 21 & 2! 1

@C/etedunt

21.0 &.0 .0 2!.0 1.0


1&.% &.2% &.% 1!.$% 100.0%


100.0% 100.0% 100.0% 100.0% 100.0%

% B Ttal 1&.% &.2% &.% 1!.$% 100.0%

8-i&$uare Tests

;alue dB sym/. +i.

62-sided7

)earsn hi-+9uare 1.!2#6a7 ! ."1

5ikelihd 3ati 1."" ! ."&5inear-by-5inearssiatin

.01! 1 ."00

= B ;alid ases1

a 2 ells 61!.#%7 have eC/eted unt less than . The minimum eC/eted unt is &.#".

8rossta ,usia karya*a!9'a+i karya*a!.

Gai karyawan /erbulan 6ribuan 3/.7 Ttal

< 00.ribu 3/.

00. ribu3/.- 1 uta

3/.' 1 uta

3/.< 00.ribu 3/.

Usia karyawan6tahun7

20tahun

unt 2" 0 1# !

@C/eted unt 1. 2&. $.0 !.0

% within Usia

karyawan 6tahun7!&.0% .0% .0% 100.0%

% within Gaikaryawan /erbulan6ribuan 3/.7

".2% .0% !&.0% 2".#%

% B Ttal 1$.#% .0% 11.0% 2".#%

21-0tahun

unt 20 !0 1 $1

@C/eted unt 2.! 1.& 1.1 $1.0

% within Usiakaryawan 6tahun7

2.#% #.1% 1.2% 100.0%


13/17


0.$% #."% &.#% 2.&%

% B Ttal 12."% &$.#% .!% 2.&%

' 0 tahun unt 0 1" " 2$

@C/eted unt $." 1.& ." 2$.0

% within Usiakaryawan 6tahun7 .0% !#."% &2.1% 100.0%


.0% 2.1% &&.&% 1$.1%

% B Ttal .0% 12.&% .$% 1$.1%

Ttal unt " #" 2# 1

@C/eted unt ".0 #".0 2#.0 1.0

% within Usiakaryawan 6tahun7 &1.!% 1.0% 1#.% 100.0%


100.0% 100.0% 100.0% 100.0%

% B Ttal &1.!% 1.0% 1#.% 100.0%

8-i&$uare Tests

;alue dB sym/. +i.

62-sided7

)earsn hi-+9uare $&.!"!6a7 .000

5ikelihd 3ati 11#.1"$ .0005inear-by-5inearssiatin

".""$ 1 .002

= B ;alid ases1

a 1 ells 611.1%7 have eC/eted unt less than . The minimum eC/eted unt is .$$.

8rossta ,usia karya*a!9lama ker+a.

5ama kera 6tahun7 Ttal

< > tahun

!-10tahun

' 10tahun

< > tahun

Usia karyawan

6tahun7

20

tahun

unt! 0 0 !

@C/eted unt 20.2 11." 1&." !.0


100.0% .0% .0% 100.0%

% within 5amakera 6tahun7 !#.!% .0% .0% 2".#%

% B Ttal 2".#% .0% .0% 2".#%

21-0 unt 22 0 1" $1


14/17

tahun

@C/eted unt &. 20." 2.! $1.0


2#.2% ".% 2&.% 100.0%

% within 5amakera 6tahun7 &2.% 100.0% 0.% 2.&%

% B Ttal 1.2% 2.$% 12.&% 2.&%

' 0 tahun unt 0 0 2$ 2$

@C/eted unt 12.& #.2 $. 2$.0


.0% .0% 100.0% 100.0%

% within 5amakera 6tahun7 .0% .0% ".!% 1$.1%

% B Ttal .0% .0% 1$.1% 1$.1%

Ttal unt !$ 0 # 1

@C/eted unt !$.0 0.0 #.0 1.0


&."% 2.$% &0.&% 100.0%

% within 5amakera 6tahun7 100.0% 100.0% 100.0% 100.0%

% B Ttal &."% 2.$% &0.&% 100.0%

8-i&$uare Tests

;alue dB sym/. +i.

62-sided7

)earsn hi-+9uare 1#.06a7

.000

5ikelihd 3ati 1!&.!$" .0005inear-by-5inearssiatin

"#.#$ 1 .000

= B ;alid ases1

a 0 ells 6.0%7 have eC/eted unt less than . The minimum eC/eted unt is #.2&.

Tabel 1..eda /r/rsi karakteristik karyawan berdasarkan enis kelamin.

;ariabel(enis Kelamin (umlah (p.)

*anita )ria

n % n % = %

1. idan Kera- dministrasi 12 #.1 " 2.$ 21 1&.

00- )liklinik 11 20.# 2 #".2 & &.1"- 3awat Ina/ 21 &$.1$ & !1.$1 &.$- IG4 10 &$.! 1! !1.& 2! 1!.##


15/17

2. Gai 6ribuan 3/.7

- 00 ribu 3/. 12 2.$ #.1 " &1.!10041- 00-1.000 ribu 3/ & .&0 .!" #" 0."!

- ' 1.000 ribu 3/. # 2."2 20 #.0# 2# 1#.1&. 5ama kera 6tahun7

- tahun 1" 2#." " #2.0 !$ &.$#047- !-10 tahun 1 . 2 !2. 0 2.$0

- ' 10 tahun 20 2. 2# #. # &0.&2

I!ter(retasi

- =ilaip 6/rbabilitas7 /ada kateri bidan kera denan enis kelamin adalah 0.022

,isalkan

> 0?0? maka da/at dilihat p.6> 0?0227 0?07? artinya E ditlah.

- =ilaip 6/rbabilitas7 /ada kateri ai karyawan denan enis kelamin adalah 0.01?

,isalkan

> 0?0? maka da/at dilihat p.6> 0?017 0?07? artinya E ditlak.

- =ilaip 6/rbabilitas7 /ada kateri ai karyawan denan enis kelamin adalah 0.2"?

,isalkan

> 0?0? maka da/at dilihat p.6> 0?2"7 '

6> 0?07? artinya E diterima.

8rossta , +e!is kelami!9i)a!' (eker+aa!.

idan /ekeraan Ttal

dministras

i )liklinik 3awat Ina/ IG4dministr

asi

(enis Kelamin *anita unt 12 11 21 10

@C/eted unt #.& 1$. 1".2 ".1 .0

% within (enisKelamin

22.2% 20.% &$."% 1$.% 100.0%

% within idan/ekeraan #.1% 20.$% &$.2% &$.% &.$%

% B Ttal #.#% #.1% 1&.% !.% &.$%

)ria unt " 2 & 1! 101

@C/eted unt 1&.# &. &.$ 1!." 101.0


$."% 1.!% &&.#% 1.$% 100.0%

% within idan/ekeraan 2."% #".2% !1.$% !1.% !.2%

% B Ttal .$% 2#.1% 21."% 10.&% !.2%

Ttal unt 21 & 2! 1

@C/eted unt 21.0 &.0 .0 2!.0 1.0


1&.% &.2% &.% 1!.$% 100.0%

% within idan/ekeraan 100.0% 100.0% 100.0% 100.0% 100.0%

% B Ttal 1&.% &.2% &.% 1!.$% 100.0%

8-i&$uare Tests

;alue dB sym/. +i.

62-sided7

)earsn hi- ".!6a7 & .022


16/17

+9uare5ikelihd 3ati ".#"1 & .0205inear-by-5inearssiatin

.0&1 1 .$!1

= B ;alid ases1

a 0 ells 6.0%7 have eC/eted unt less than . The minimum eC/eted unt is #.&2.

8rossta ,+e!is kelami!9'a+i karya*a!.

Gai karyawan /erbulan 6ribuan 3/.7 Ttal

< 00.ribu 3/.

00. ribu3/.- 1 uta

3/.' 1 uta

3/.< 00.ribu 3/.

(enis Kelamin *anita unt 12 & #

@C/eted unt 1#.1 2#. ". .0


22.2% !.$% 1&.0% 100.0%

% within Gai

karyawan /erbulan6ribuan 3/.7

2.% .&% 2."% &.$%

% B Ttal #.#% 22.!% .% &.$%

)ria unt 20 101

@C/eted unt &1." 1. 1#.! 101.0


&!.!% &.!% 1".$% 100.0%


#.% .#% #.1% !.2%

% B Ttal 2&."% 2$.% 12."% !.2%

Ttal unt " #" 2# 1

@C/eted unt ".0 #".0 2#.0 1.0


&1.!% 1.0% 1#.% 100.0%


100.0% 100.0% 100.0% 100.0%

% B Ttal &1.!% 1.0% 1#.% 100.0%

8-i&$uare Tests

;alue 4B sym/. +i.

62-sided7

)earsn hi-+9uare !.a7 2 .01

5ikelihd 3ati !.2 2 .005inear-by-5inear

ssiatin

.2! 1 .1

= B ;alid ases1

a 0 ells 6.0%7 have eC/eted unt less than . The minimum eC/eted unt is ".1.


17/17

8rossta ,+e!is kelami!9lama ker+a.

5ama kera 6tahun7 Ttal

< > tahun

!-10tahun

' 10tahun

< > tahun

(enis Kelamin *anita unt 1" 1 20

@C/eted unt 2&.# 1&." 1!. .0


&.2% 2#.$% .0% 100.0%

% within 5ama kera6tahun7 2#."% .% 2.!% &.$%

% B Ttal 12.&% ".#% 12."% &.$%

)ria unt " 2 2# 101

@C/eted unt .& 2!.1 &0.! 101.0


$.% 2.$% 2!.#% 100.0%

% within 5ama kera6tahun7 #2.1% !2.% #.% !.2%

% B Ttal &1.!% 1!.1% 1#.% !.2%Ttal unt !$ 0 # 1

@C/eted unt !$.0 0.0 #.0 1.0


&."% 2.$% &0.&% 100.0%

% within 5ama kera6tahun7 100.0% 100.0% 100.0% 100.0%

% B Ttal &."% 2.$% &0.&% 100.0%

8-i&$uare Tests

;alue dB sym/. +i.

62-sided7

)earsn hi-+9uare 2.#$26a7 2 .2"5ikelihd 3ati 2.#"# 2 .2#5inear-by-5inearssiatin

2.!"" 1 .100

= B ;alid ases1

a 0 ells 6.0%7 have eC/eted unt less than . The minimum eC/eted unt is 1&.".

tugas 1 prakbios

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