SlideShare ist ein Scribd-Unternehmen logo
1 von 80
PROBABILITY AND STATISTICS BY ENGR. JORGE P. BAUTISTA
COURSE OUTLINE ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Text and References ,[object Object],[object Object],[object Object]
Introduction to Statistics ,[object Object],[object Object],[object Object]
General uses of Statistics ,[object Object],[object Object]
Examples on the role of Statistics ,[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object]
Fields of Statistics ,[object Object],[object Object],[object Object]
con’t ,[object Object]
Descriptive VS Inferential ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Population as Differrentiated from Sample ,[object Object]
The Variable ,[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object]
Con’t ,[object Object],[object Object]
Con’t ,[object Object]
Assignment no. 1 ,[object Object],[object Object],[object Object]
Con’t ,[object Object]
Examples of Scales of Measurement ,[object Object],[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object]
Data Collection Methods ,[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object]
Tabular Representation ,[object Object]
Frequency of a Nominal Data Male and Female College students Major in Chemistry 130 TOTAL 107 FEMALE 23 MALE FREQUENCY SEX
Frequency of Ordinal Data Ex. Frequency distribution of Employee Perception on the Behavior of their Administrators 100 total 31 Strongly unfavorable 22 Unfavorable 14 Slightly unfavorable 12 Slightly favorable 11 favorable 10 Strongly favorable Frequency Perception
Frequency Distribution Table ,[object Object],[object Object],[object Object],[object Object]
Grouped Frequency of Interval Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
Graphical Representation ,[object Object],[object Object]
[object Object]
Given the bar graph of how students rate their library. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Histogram of Person’s Age with Frequency of Travel 100% 51 total 3.9% 2 27-28 7.8% 4 25-26 7.8% 4 23-24 41.2% 21 21-22 39.2% 20 19-20 RF freq age
Exercises ,[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object]
 
 
 
Assignment No. 2 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
Measures of Centrality and Location ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Exercises  ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object]
 
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Exercises ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
Exercises  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object]
Exercises  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Assignment no. 3 ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object]
Measure of Variation ,[object Object],[object Object],[object Object],[object Object]
Semi-inter Quartile Range ,[object Object],[object Object],[object Object],[object Object]
Average Deviation ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Variance ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Standard Deviation ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object]
Assignment no. 4 ,[object Object],[object Object]

Weitere ähnliche Inhalte

Was ist angesagt?

Class lecture notes #1 (statistics for research)
Class lecture notes #1 (statistics for research)Class lecture notes #1 (statistics for research)
Class lecture notes #1 (statistics for research)
Harve Abella
 
Introduction to Statistics
Introduction to StatisticsIntroduction to Statistics
Introduction to Statistics
Ruby Ocenar
 

Was ist angesagt? (19)

statistics Lesson 1
statistics Lesson 1statistics Lesson 1
statistics Lesson 1
 
Statistics and probability
Statistics and probability   Statistics and probability
Statistics and probability
 
Module 1 statistics
Module 1   statisticsModule 1   statistics
Module 1 statistics
 
Statistics 1
Statistics 1Statistics 1
Statistics 1
 
Lesson 3 basic terms in statistics
Lesson 3 basic terms in statisticsLesson 3 basic terms in statistics
Lesson 3 basic terms in statistics
 
Math 102- Statistics
Math 102- StatisticsMath 102- Statistics
Math 102- Statistics
 
Probability and statistics
Probability and statisticsProbability and statistics
Probability and statistics
 
Elementary Statistics
Elementary Statistics Elementary Statistics
Elementary Statistics
 
Chapter 1 introduction to statistics
Chapter 1 introduction to statisticsChapter 1 introduction to statistics
Chapter 1 introduction to statistics
 
Measurement and descriptive statistics
Measurement and descriptive statisticsMeasurement and descriptive statistics
Measurement and descriptive statistics
 
What is Statistics
What is StatisticsWhat is Statistics
What is Statistics
 
Class lecture notes #1 (statistics for research)
Class lecture notes #1 (statistics for research)Class lecture notes #1 (statistics for research)
Class lecture notes #1 (statistics for research)
 
Introduction to statistical terms
Introduction to statistical termsIntroduction to statistical terms
Introduction to statistical terms
 
Introduction to Statistics
Introduction to StatisticsIntroduction to Statistics
Introduction to Statistics
 
Statistics For The Behavioral Sciences 10th Edition Gravetter Solutions Manual
Statistics For The Behavioral Sciences 10th Edition Gravetter Solutions ManualStatistics For The Behavioral Sciences 10th Edition Gravetter Solutions Manual
Statistics For The Behavioral Sciences 10th Edition Gravetter Solutions Manual
 
Statistics and probability lesson 4
Statistics and probability lesson 4Statistics and probability lesson 4
Statistics and probability lesson 4
 
Statistics lesson 1
Statistics   lesson 1Statistics   lesson 1
Statistics lesson 1
 
Statistics
StatisticsStatistics
Statistics
 
Statistics Module 2 & 3
Statistics Module 2 & 3Statistics Module 2 & 3
Statistics Module 2 & 3
 

Ähnlich wie New statistics

Data analysis powerpoint
Data analysis powerpointData analysis powerpoint
Data analysis powerpoint
jamiebrandon
 
General Statistics boa
General Statistics boaGeneral Statistics boa
General Statistics boa
raileeanne
 
Review of descriptive statistics
Review of descriptive statisticsReview of descriptive statistics
Review of descriptive statistics
Aniceto Naval
 
Ebd1 lecture 3 2010
Ebd1 lecture 3  2010Ebd1 lecture 3  2010
Ebd1 lecture 3 2010
Reko Kemo
 
Ebd1 lecture 3 2010
Ebd1 lecture 3  2010Ebd1 lecture 3  2010
Ebd1 lecture 3 2010
Reko Kemo
 
Ebd1 lecture 3 2010
Ebd1 lecture 3  2010Ebd1 lecture 3  2010
Ebd1 lecture 3 2010
Reko Kemo
 
Introduction To Statistics
Introduction To StatisticsIntroduction To Statistics
Introduction To Statistics
albertlaporte
 
Stat11t Chapter1
Stat11t Chapter1Stat11t Chapter1
Stat11t Chapter1
gueste87a4f
 

Ähnlich wie New statistics (20)

Probability in statistics
Probability in statisticsProbability in statistics
Probability in statistics
 
Meaning and Importance of Statistics
Meaning and Importance of StatisticsMeaning and Importance of Statistics
Meaning and Importance of Statistics
 
BASIC STATISTICAL TREATMENT IN RESEARCH.pptx
BASIC STATISTICAL TREATMENT IN RESEARCH.pptxBASIC STATISTICAL TREATMENT IN RESEARCH.pptx
BASIC STATISTICAL TREATMENT IN RESEARCH.pptx
 
Data analysis powerpoint
Data analysis powerpointData analysis powerpoint
Data analysis powerpoint
 
Statistics.pptx
Statistics.pptxStatistics.pptx
Statistics.pptx
 
Chapter 1
Chapter 1Chapter 1
Chapter 1
 
59172888 introduction-to-statistics-independent-study-requirements-2nd-sem-20...
59172888 introduction-to-statistics-independent-study-requirements-2nd-sem-20...59172888 introduction-to-statistics-independent-study-requirements-2nd-sem-20...
59172888 introduction-to-statistics-independent-study-requirements-2nd-sem-20...
 
Basic-Statistics-in-Research-Design.pptx
Basic-Statistics-in-Research-Design.pptxBasic-Statistics-in-Research-Design.pptx
Basic-Statistics-in-Research-Design.pptx
 
General Statistics boa
General Statistics boaGeneral Statistics boa
General Statistics boa
 
1. week 1
1. week 11. week 1
1. week 1
 
Review of descriptive statistics
Review of descriptive statisticsReview of descriptive statistics
Review of descriptive statistics
 
Ebd1 lecture 3 2010
Ebd1 lecture 3  2010Ebd1 lecture 3  2010
Ebd1 lecture 3 2010
 
Ebd1 lecture 3 2010
Ebd1 lecture 3  2010Ebd1 lecture 3  2010
Ebd1 lecture 3 2010
 
Ebd1 lecture 3 2010
Ebd1 lecture 3  2010Ebd1 lecture 3  2010
Ebd1 lecture 3 2010
 
Introduction To Statistics
Introduction To StatisticsIntroduction To Statistics
Introduction To Statistics
 
Sta301 lec01
Sta301 lec01Sta301 lec01
Sta301 lec01
 
Medical Statistics.pptx
Medical Statistics.pptxMedical Statistics.pptx
Medical Statistics.pptx
 
Stat11t chapter1
Stat11t chapter1Stat11t chapter1
Stat11t chapter1
 
Stat11t Chapter1
Stat11t Chapter1Stat11t Chapter1
Stat11t Chapter1
 
Statistics and prob.
Statistics and prob.Statistics and prob.
Statistics and prob.
 

Mehr von Fatima Bianca Gueco (13)

COMPLETE FINAL EMAG PPT.
COMPLETE FINAL EMAG PPT.COMPLETE FINAL EMAG PPT.
COMPLETE FINAL EMAG PPT.
 
EMAG FINALS HW.
EMAG FINALS HW.EMAG FINALS HW.
EMAG FINALS HW.
 
Finals Stat 1
Finals Stat 1Finals Stat 1
Finals Stat 1
 
Ele.mag(Physics,FINALS)
Ele.mag(Physics,FINALS)Ele.mag(Physics,FINALS)
Ele.mag(Physics,FINALS)
 
new lec electromag.
new lec electromag.new lec electromag.
new lec electromag.
 
Course Outline
Course OutlineCourse Outline
Course Outline
 
Jeopardy Force And Motion
Jeopardy  Force And MotionJeopardy  Force And Motion
Jeopardy Force And Motion
 
Motion
MotionMotion
Motion
 
Lesson2 (electro mag)
Lesson2 (electro mag)Lesson2 (electro mag)
Lesson2 (electro mag)
 
Probability and statistics
Probability and statisticsProbability and statistics
Probability and statistics
 
Electromagnetism, electricity and digital electronics
Electromagnetism, electricity and digital electronicsElectromagnetism, electricity and digital electronics
Electromagnetism, electricity and digital electronics
 
Physics (significant figures)
Physics (significant figures)Physics (significant figures)
Physics (significant figures)
 
Physics introduction
Physics introductionPhysics introduction
Physics introduction
 

Kürzlich hochgeladen

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Victor Rentea
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 

Kürzlich hochgeladen (20)

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdf
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Manulife - Insurer Transformation Award 2024
Manulife - Insurer Transformation Award 2024Manulife - Insurer Transformation Award 2024
Manulife - Insurer Transformation Award 2024
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 

New statistics

  • 1. PROBABILITY AND STATISTICS BY ENGR. JORGE P. BAUTISTA
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24. Frequency of a Nominal Data Male and Female College students Major in Chemistry 130 TOTAL 107 FEMALE 23 MALE FREQUENCY SEX
  • 25. Frequency of Ordinal Data Ex. Frequency distribution of Employee Perception on the Behavior of their Administrators 100 total 31 Strongly unfavorable 22 Unfavorable 14 Slightly unfavorable 12 Slightly favorable 11 favorable 10 Strongly favorable Frequency Perception
  • 26.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.
  • 34. The Histogram of Person’s Age with Frequency of Travel 100% 51 total 3.9% 2 27-28 7.8% 4 25-26 7.8% 4 23-24 41.2% 21 21-22 39.2% 20 19-20 RF freq age
  • 35.
  • 36.
  • 37.  
  • 38.  
  • 39.  
  • 40.
  • 41.
  • 42.
  • 43.
  • 44.
  • 45.
  • 46.
  • 47.
  • 48.
  • 49.
  • 50.
  • 51.
  • 52.
  • 53.
  • 54.
  • 55.
  • 56.
  • 57.  
  • 58.
  • 59.
  • 60.
  • 61.
  • 62.
  • 63.
  • 64.
  • 65.
  • 66.
  • 67.
  • 68.
  • 69.
  • 70.
  • 71.
  • 72.
  • 73.
  • 74.
  • 75.
  • 76.
  • 77.
  • 78.
  • 79.
  • 80.