SlideShare a Scribd company logo
1 of 11
FUNDAMENTALS OF
STATISTICS
STATISTICS
• Collect data
• Present data
• Characterize
data
Data
Analysis
Decision
making
FIVE WORDS OF STATISTICS
Population
Sample
Variable
Parameter
Statistic
EXAMPLE
TYPES OF VARIABLES
BRANCHES OF STATISTICS
Descriptive Statistics – organizing, summarizing and
displaying data
• Describes important characteristics of data e.g. tables, charts,
averages, percentages
Inferential Statistics – using sample data to draw
conclusions or make inferences about an entire
population
DATA SOURCES
Primary data sources
Secondary data sources
• Surveys
• Interviews
• Experiments
• Observations
EXAMPLE
What percentage of web users are addicted to
internet? To find out, a psychologist designed a
series of 10 questions based on a widely used
set of criteria for gambling addiction and
distributed them through the Web site ,
ABCNews.com (A sample question: Do you use
the Internet to escape problems?). A total of
17251 web users responded to the
questionnaire. If participants answered “Yes” to
at least half of the questions, they were viewed
as addicted. The findings, released at the 1999
annual meeting of the American Pshychological
Association, revealed that 990 respondents, or
5.7% are addicted to the Internet.
Identify the data collection method.
Identify the target population.
Are the sample data representative of the population?
SAMPLING CONCEPTS
Frame
Sampling
• Probability sampling
• Simple random sampling
• Stratified sampling
• Systematic sampling
• Cluster sampling
• Convenience sampling
Fundamentals of Statistics.ppt

More Related Content

Similar to Fundamentals of Statistics.ppt

1 Introduction to Biostatistics.pptx
1 Introduction to Biostatistics.pptx1 Introduction to Biostatistics.pptx
1 Introduction to Biostatistics.pptxAyeleBizuneh1
 
Biostatisitics.pptx
Biostatisitics.pptxBiostatisitics.pptx
Biostatisitics.pptxFatima117039
 
Descriptive research-survey
Descriptive research-surveyDescriptive research-survey
Descriptive research-surveyVikramjit Singh
 
7-Community-Diagnosis (1).pptx
7-Community-Diagnosis (1).pptx7-Community-Diagnosis (1).pptx
7-Community-Diagnosis (1).pptxGUIAOMHAECYBBSN3B
 
WEEK-1-IS-20022023-094301am.pdf
WEEK-1-IS-20022023-094301am.pdfWEEK-1-IS-20022023-094301am.pdf
WEEK-1-IS-20022023-094301am.pdfMdDahri
 
Survey procedures in dentistry
Survey procedures in dentistrySurvey procedures in dentistry
Survey procedures in dentistrydeepthiRagasree
 
Statistics for Librarians, Session 1: What is statistics & Why is it important?
Statistics for Librarians, Session 1: What is statistics & Why is it important?Statistics for Librarians, Session 1: What is statistics & Why is it important?
Statistics for Librarians, Session 1: What is statistics & Why is it important?University of North Texas
 
Survey research
Survey researchSurvey research
Survey researchshakirhina
 
Aed1222 lesson 1 and 3
Aed1222 lesson 1 and 3Aed1222 lesson 1 and 3
Aed1222 lesson 1 and 3nurun2010
 
Evidence Based Practice - Strategies to Nursing Practice
Evidence Based Practice - Strategies to Nursing Practice Evidence Based Practice - Strategies to Nursing Practice
Evidence Based Practice - Strategies to Nursing Practice anand l
 
introduction to statistical theory
introduction to statistical theoryintroduction to statistical theory
introduction to statistical theoryUnsa Shakir
 
Utilization of biostatistics in medicine and dentistry
Utilization of biostatistics in medicine and dentistryUtilization of biostatistics in medicine and dentistry
Utilization of biostatistics in medicine and dentistryajazahmad51
 
Introduction to Statistics
Introduction to StatisticsIntroduction to Statistics
Introduction to StatisticsMoonWeryah
 

Similar to Fundamentals of Statistics.ppt (20)

1 Introduction to Biostatistics.pptx
1 Introduction to Biostatistics.pptx1 Introduction to Biostatistics.pptx
1 Introduction to Biostatistics.pptx
 
Survey
SurveySurvey
Survey
 
HM404 Ab120916 ch02
HM404 Ab120916 ch02HM404 Ab120916 ch02
HM404 Ab120916 ch02
 
HM404 Ab120916 ch03
HM404 Ab120916 ch03HM404 Ab120916 ch03
HM404 Ab120916 ch03
 
Biostatisitics.pptx
Biostatisitics.pptxBiostatisitics.pptx
Biostatisitics.pptx
 
Descriptive research-survey
Descriptive research-surveyDescriptive research-survey
Descriptive research-survey
 
7-Community-Diagnosis (1).pptx
7-Community-Diagnosis (1).pptx7-Community-Diagnosis (1).pptx
7-Community-Diagnosis (1).pptx
 
WEEK-1-IS-20022023-094301am.pdf
WEEK-1-IS-20022023-094301am.pdfWEEK-1-IS-20022023-094301am.pdf
WEEK-1-IS-20022023-094301am.pdf
 
Survey procedures in dentistry
Survey procedures in dentistrySurvey procedures in dentistry
Survey procedures in dentistry
 
1.1 statistical and critical thinking
1.1 statistical and critical thinking1.1 statistical and critical thinking
1.1 statistical and critical thinking
 
PACIS Survey Workshop
PACIS Survey WorkshopPACIS Survey Workshop
PACIS Survey Workshop
 
Statistics for Librarians, Session 1: What is statistics & Why is it important?
Statistics for Librarians, Session 1: What is statistics & Why is it important?Statistics for Librarians, Session 1: What is statistics & Why is it important?
Statistics for Librarians, Session 1: What is statistics & Why is it important?
 
Survey research
Survey researchSurvey research
Survey research
 
Online survey
Online surveyOnline survey
Online survey
 
HM404 Ab120916 ch12
HM404 Ab120916 ch12HM404 Ab120916 ch12
HM404 Ab120916 ch12
 
Aed1222 lesson 1 and 3
Aed1222 lesson 1 and 3Aed1222 lesson 1 and 3
Aed1222 lesson 1 and 3
 
Evidence Based Practice - Strategies to Nursing Practice
Evidence Based Practice - Strategies to Nursing Practice Evidence Based Practice - Strategies to Nursing Practice
Evidence Based Practice - Strategies to Nursing Practice
 
introduction to statistical theory
introduction to statistical theoryintroduction to statistical theory
introduction to statistical theory
 
Utilization of biostatistics in medicine and dentistry
Utilization of biostatistics in medicine and dentistryUtilization of biostatistics in medicine and dentistry
Utilization of biostatistics in medicine and dentistry
 
Introduction to Statistics
Introduction to StatisticsIntroduction to Statistics
Introduction to Statistics
 

Recently uploaded

Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.MaryamAhmad92
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfPoh-Sun Goh
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfChris Hunter
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...Nguyen Thanh Tu Collection
 
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...Shubhangi Sonawane
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.pptRamjanShidvankar
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701bronxfugly43
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17Celine George
 
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-IIFood Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-IIShubhangi Sonawane
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104misteraugie
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docxPoojaSen20
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin ClassesCeline George
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxAreebaZafar22
 

Recently uploaded (20)

Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdf
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-IIFood Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 

Fundamentals of Statistics.ppt

  • 2. STATISTICS • Collect data • Present data • Characterize data Data Analysis Decision making
  • 3. FIVE WORDS OF STATISTICS Population Sample Variable Parameter Statistic
  • 6. BRANCHES OF STATISTICS Descriptive Statistics – organizing, summarizing and displaying data • Describes important characteristics of data e.g. tables, charts, averages, percentages Inferential Statistics – using sample data to draw conclusions or make inferences about an entire population
  • 7. DATA SOURCES Primary data sources Secondary data sources • Surveys • Interviews • Experiments • Observations
  • 8. EXAMPLE What percentage of web users are addicted to internet? To find out, a psychologist designed a series of 10 questions based on a widely used set of criteria for gambling addiction and distributed them through the Web site , ABCNews.com (A sample question: Do you use the Internet to escape problems?). A total of 17251 web users responded to the questionnaire. If participants answered “Yes” to at least half of the questions, they were viewed as addicted. The findings, released at the 1999 annual meeting of the American Pshychological Association, revealed that 990 respondents, or 5.7% are addicted to the Internet.
  • 9. Identify the data collection method. Identify the target population. Are the sample data representative of the population?
  • 10. SAMPLING CONCEPTS Frame Sampling • Probability sampling • Simple random sampling • Stratified sampling • Systematic sampling • Cluster sampling • Convenience sampling