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PDU 207 STATISTIK DASAR
SEKSI E
SEMESTER GASAL 2016/2017
FAKULTAS PSIKOLOGI / PROGRAM STUDI S1 PSIKOLOGI
Introduction to

Statistics
KULIAH II – 15 AGUSTUS 2016
Menguasai teknik-teknik statistika deskriptif dan statistika inferensial,
secara khusus terkait dengan:
• Berbagai istilah/terminologi statistik, pengukuran, dan penelitian,

serta berbagai notasi dasar analisis statistik yang akan

digunakan seterusnya dalam MK Statistik Dasar maupun MK lain;
• Relevansi logika dan perhitungan statistik dalam proses penelitian

secara umum.
One-Day Objectives
PDU 207 STATISTIK DASAR 2016 © Ardhiati 3
KARAKTERISTIK
PACAR IDEAL
(LAKI-LAKI)
KARAKTERISTIK
PACAR IDEAL
(PEREMPUAN)
JUMLAH

(MANTAN) PACAR
USIA SAAT

PACARAN

PERTAMA KALI
STATISTICS
PDU 207 STATISTIK DASAR 2016 © Ardhiati
What is Statistics?
4
used to organize and summarize

the information;
Statistics Serve General Purposes
help to answer the questions

that initiated the research

by determining exactly what general
conclusions are justified based

on the specific results

that were obtained.
(Gravetter & Wallnau, 2012: 5) ICON SOURCES: Office Folders by Stanislav Levin,

QA by Annie Lin; from the Noun Project
PDU 207 STATISTIK DASAR 2016 © Ardhiati 5
The term statistics refers to

a set of mathematical procedures

for organizing, summarizing,

and interpreting information.
(Gravetter & Wallnau, 2012: 5)
PDU 207 STATISTIK DASAR 2016 © Ardhiati
Population & Samples
6
THE POPULATION THE SAMPLE
the set of all the individuals of
interest in a particular study
a set of individuals selected
from a population, usually
intended to represent the
population in a research study
The sample is selected
from the population
The results from the
sample are generalized

to the population
(Gravetter & Wallnau, 2012: 5-6) ICON SOURCES: Group by christoph robausch,

Team by christoph robausch; from the Noun Project
PDU 207 STATISTIK DASAR 2016 © Ardhiati
Population & Samples
7
Usia Pacaran Pertama Kali
pada Mahasiswa FP UAJ
Rata-rata = 9 th
Semua laki-laki
POPULATION
SAMPLE (1) SAMPLE (2)
Rata-rata = 13 th
3 Laki-laki, 2 Perempuan
ICON SOURCES: Group by christoph robausch;

from the Noun Project
PDU 207 STATISTIK DASAR 2016 © Ardhiati
Population & Samples
8
SAMPLING
ERROR
SAMPLE (1) SAMPLE (2)
ICON SOURCES: Group by christoph robausch;

from the Noun Project
POPULATION
PDU 207 STATISTIK DASAR 2016 © Ardhiati
Model of Statistical Inference
9
POPULATION
SAMPLE
SAMPLING
PARAMETER
STATISTICS
MEASUREMENT
MEASUREMENT
(Gravetter & Wallnau, 2012: 7-8) ICON SOURCES: Group by christoph robausch;

from the Noun Project
PDU 207 STATISTIK DASAR 2016 © Ardhiati
Model of Statistical Inference
10
SAMPLE STATISTICSMEASUREMENT
(Gravetter & Wallnau, 2012: 7-8) ICON SOURCES: Group by christoph robausch;

from the Noun Project
DESCRIPTIVE
STATISTICS
PDU 207 STATISTIK DASAR 2016 © Ardhiati
Model of Statistical Inference
11
POPULATION
SAMPLE STATISTICSMEASUREMENT
(Gravetter & Wallnau, 2012: 7-8) ICON SOURCES: Group by christoph robausch;

from the Noun Project
INFERENTIAL
STATISTICS
PDU 207 STATISTIK DASAR 2016 © Ardhiati
Data Structures, Research Methods,
12
& STATISTICS
PROPORTION/
PERCENTAGE
CORRELATIONAL
METHOD
EXPERIMENTAL &
NON-EXPERIMENTAL
METHOD
Comparing two (or more)
groups of scores
Describe individual variables

as they exist naturally
Measuring two variables

for each individual
EXAMPLE
Independent Variable:

Genre Musik
Dependent Variable:

Tingkat Pemahaman Statistik Dasar
EXAMPLE
Variabel:

Usia Pacaran Pertama Kali
EXAMPLE
Variabel 1:

Jumlah Pacar
Variabel 2:

Time-Management Skills
INDIVIDUAL
VARIABLE
RELATIONSHIP

BETWEEN VARIABLES
(Gravetter & Wallnau, 2012: 12-20) ICON SOURCES: Pie Chart by Berkay Sargın, Link by Joris Hoogendoorn,

Experiment by Creative Stall; from the Noun Project
PDU 207 STATISTIK DASAR 2016 © Ardhiati
Data Structures, Research Methods,
13
describe individual variables as they exist naturally
& STATISTICS
PROPORTION/PERCENTAGE
Variabel:

Usia Pacaran Pertama Kali
(Gravetter & Wallnau, 2012: 12-20) ICON SOURCES: Pie Chart by Berkay Sargın; from the Noun Project
SUBJEK
USIA PACARAN
PERTAMA KALI
A 9
B 18
C 11
D 13
E 10
F 16
G 16
H 17
PDU 207 STATISTIK DASAR 2016 © Ardhiati
Data Structures, Research Methods,
14
two different variables are observed to determine whether there is

a relationship between them
& STATISTICS
CORRELATIONAL METHOD
Variabel 1:

Jumlah Pacar
Variabel 2:

Time-Management Skills
(Gravetter & Wallnau, 2012: 12-20) ICON SOURCES: Link by Joris Hoogendoorn; from the Noun Project
SUBJEK JUMLAH

PACAR
TIME-MANAGEMENT

SKILLS
A 1 Sangat Buruk 1
B 1 Sangat Buruk 1
C 2 Sangat Buruk 1
D 1 Buruk 2
E 3 Baik 3
F 3 Baik 3
G 1 Buruk 2
H 4 Sangat Baik 4
PDU 207 STATISTIK DASAR 2016 © Ardhiati
Data Structures, Research Methods,
15
to demonstrate a cause-and-effect relationship between two variables;
attempts to show that changing the value of one variable causes changes

to occur in the second variable
& STATISTICS
THE EXPERIMENTAL METHOD
(Gravetter & Wallnau, 2012: 12-20) ICON SOURCES: Experiment by Creative Stall; from the Noun Project
Independent Variable:

Genre Musik
Dependent Variable:

Tingkat Pemahaman Statistik Dasar
CHARACTERISTICS:
• Manipulation
• Control
POP JAZZ
30 80
35 75
45 90
45 85
40 90
PDU 207 STATISTIK DASAR 2016 © Ardhiati
Data Structures, Research Methods,
16
to demonstrate a cause-and-effect relationship between two variables;
attempts to show that changing the value of one variable causes changes

to occur in the second variable
& STATISTICS
THE NON-EXPERIMENTAL METHOD
(Gravetter & Wallnau, 2012: 12-20) ICON SOURCES: Experiment by Creative Stall; from the Noun Project
Quasi-Independent Variable:

Status Pacaran
Dependent Variable:

Familiaritas terhadap Adegan Percintaan
CHARACTERISTICS:
• Manipulation
• Control
(+) PACAR (-) PACAR
9 4
10 3
12 3
12 4
8 0
PDU 207 STATISTIK DASAR 2016 © Ardhiati 17
WANT TO KNOW MORE?
Gravetter, F.J. & Wallnau, L.B. (2012).

Statistics for the behavioral sciences (9th ed.).

Australia: WADSWORTH CENGAGE Learning.

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PDU 207 Basic Statistics: Introduction to Statistics

  • 1. PDU 207 STATISTIK DASAR SEKSI E SEMESTER GASAL 2016/2017 FAKULTAS PSIKOLOGI / PROGRAM STUDI S1 PSIKOLOGI Introduction to
 Statistics KULIAH II – 15 AGUSTUS 2016
  • 2. Menguasai teknik-teknik statistika deskriptif dan statistika inferensial, secara khusus terkait dengan: • Berbagai istilah/terminologi statistik, pengukuran, dan penelitian,
 serta berbagai notasi dasar analisis statistik yang akan
 digunakan seterusnya dalam MK Statistik Dasar maupun MK lain; • Relevansi logika dan perhitungan statistik dalam proses penelitian
 secara umum. One-Day Objectives
  • 3. PDU 207 STATISTIK DASAR 2016 © Ardhiati 3 KARAKTERISTIK PACAR IDEAL (LAKI-LAKI) KARAKTERISTIK PACAR IDEAL (PEREMPUAN) JUMLAH
 (MANTAN) PACAR USIA SAAT
 PACARAN
 PERTAMA KALI STATISTICS
  • 4. PDU 207 STATISTIK DASAR 2016 © Ardhiati What is Statistics? 4 used to organize and summarize
 the information; Statistics Serve General Purposes help to answer the questions
 that initiated the research
 by determining exactly what general conclusions are justified based
 on the specific results
 that were obtained. (Gravetter & Wallnau, 2012: 5) ICON SOURCES: Office Folders by Stanislav Levin,
 QA by Annie Lin; from the Noun Project
  • 5. PDU 207 STATISTIK DASAR 2016 © Ardhiati 5 The term statistics refers to
 a set of mathematical procedures
 for organizing, summarizing,
 and interpreting information. (Gravetter & Wallnau, 2012: 5)
  • 6. PDU 207 STATISTIK DASAR 2016 © Ardhiati Population & Samples 6 THE POPULATION THE SAMPLE the set of all the individuals of interest in a particular study a set of individuals selected from a population, usually intended to represent the population in a research study The sample is selected from the population The results from the sample are generalized
 to the population (Gravetter & Wallnau, 2012: 5-6) ICON SOURCES: Group by christoph robausch,
 Team by christoph robausch; from the Noun Project
  • 7. PDU 207 STATISTIK DASAR 2016 © Ardhiati Population & Samples 7 Usia Pacaran Pertama Kali pada Mahasiswa FP UAJ Rata-rata = 9 th Semua laki-laki POPULATION SAMPLE (1) SAMPLE (2) Rata-rata = 13 th 3 Laki-laki, 2 Perempuan ICON SOURCES: Group by christoph robausch;
 from the Noun Project
  • 8. PDU 207 STATISTIK DASAR 2016 © Ardhiati Population & Samples 8 SAMPLING ERROR SAMPLE (1) SAMPLE (2) ICON SOURCES: Group by christoph robausch;
 from the Noun Project POPULATION
  • 9. PDU 207 STATISTIK DASAR 2016 © Ardhiati Model of Statistical Inference 9 POPULATION SAMPLE SAMPLING PARAMETER STATISTICS MEASUREMENT MEASUREMENT (Gravetter & Wallnau, 2012: 7-8) ICON SOURCES: Group by christoph robausch;
 from the Noun Project
  • 10. PDU 207 STATISTIK DASAR 2016 © Ardhiati Model of Statistical Inference 10 SAMPLE STATISTICSMEASUREMENT (Gravetter & Wallnau, 2012: 7-8) ICON SOURCES: Group by christoph robausch;
 from the Noun Project DESCRIPTIVE STATISTICS
  • 11. PDU 207 STATISTIK DASAR 2016 © Ardhiati Model of Statistical Inference 11 POPULATION SAMPLE STATISTICSMEASUREMENT (Gravetter & Wallnau, 2012: 7-8) ICON SOURCES: Group by christoph robausch;
 from the Noun Project INFERENTIAL STATISTICS
  • 12. PDU 207 STATISTIK DASAR 2016 © Ardhiati Data Structures, Research Methods, 12 & STATISTICS PROPORTION/ PERCENTAGE CORRELATIONAL METHOD EXPERIMENTAL & NON-EXPERIMENTAL METHOD Comparing two (or more) groups of scores Describe individual variables
 as they exist naturally Measuring two variables
 for each individual EXAMPLE Independent Variable:
 Genre Musik Dependent Variable:
 Tingkat Pemahaman Statistik Dasar EXAMPLE Variabel:
 Usia Pacaran Pertama Kali EXAMPLE Variabel 1:
 Jumlah Pacar Variabel 2:
 Time-Management Skills INDIVIDUAL VARIABLE RELATIONSHIP
 BETWEEN VARIABLES (Gravetter & Wallnau, 2012: 12-20) ICON SOURCES: Pie Chart by Berkay Sargın, Link by Joris Hoogendoorn,
 Experiment by Creative Stall; from the Noun Project
  • 13. PDU 207 STATISTIK DASAR 2016 © Ardhiati Data Structures, Research Methods, 13 describe individual variables as they exist naturally & STATISTICS PROPORTION/PERCENTAGE Variabel:
 Usia Pacaran Pertama Kali (Gravetter & Wallnau, 2012: 12-20) ICON SOURCES: Pie Chart by Berkay Sargın; from the Noun Project SUBJEK USIA PACARAN PERTAMA KALI A 9 B 18 C 11 D 13 E 10 F 16 G 16 H 17
  • 14. PDU 207 STATISTIK DASAR 2016 © Ardhiati Data Structures, Research Methods, 14 two different variables are observed to determine whether there is
 a relationship between them & STATISTICS CORRELATIONAL METHOD Variabel 1:
 Jumlah Pacar Variabel 2:
 Time-Management Skills (Gravetter & Wallnau, 2012: 12-20) ICON SOURCES: Link by Joris Hoogendoorn; from the Noun Project SUBJEK JUMLAH
 PACAR TIME-MANAGEMENT
 SKILLS A 1 Sangat Buruk 1 B 1 Sangat Buruk 1 C 2 Sangat Buruk 1 D 1 Buruk 2 E 3 Baik 3 F 3 Baik 3 G 1 Buruk 2 H 4 Sangat Baik 4
  • 15. PDU 207 STATISTIK DASAR 2016 © Ardhiati Data Structures, Research Methods, 15 to demonstrate a cause-and-effect relationship between two variables; attempts to show that changing the value of one variable causes changes
 to occur in the second variable & STATISTICS THE EXPERIMENTAL METHOD (Gravetter & Wallnau, 2012: 12-20) ICON SOURCES: Experiment by Creative Stall; from the Noun Project Independent Variable:
 Genre Musik Dependent Variable:
 Tingkat Pemahaman Statistik Dasar CHARACTERISTICS: • Manipulation • Control POP JAZZ 30 80 35 75 45 90 45 85 40 90
  • 16. PDU 207 STATISTIK DASAR 2016 © Ardhiati Data Structures, Research Methods, 16 to demonstrate a cause-and-effect relationship between two variables; attempts to show that changing the value of one variable causes changes
 to occur in the second variable & STATISTICS THE NON-EXPERIMENTAL METHOD (Gravetter & Wallnau, 2012: 12-20) ICON SOURCES: Experiment by Creative Stall; from the Noun Project Quasi-Independent Variable:
 Status Pacaran Dependent Variable:
 Familiaritas terhadap Adegan Percintaan CHARACTERISTICS: • Manipulation • Control (+) PACAR (-) PACAR 9 4 10 3 12 3 12 4 8 0
  • 17. PDU 207 STATISTIK DASAR 2016 © Ardhiati 17 WANT TO KNOW MORE? Gravetter, F.J. & Wallnau, L.B. (2012).
 Statistics for the behavioral sciences (9th ed.).
 Australia: WADSWORTH CENGAGE Learning.