SlideShare une entreprise Scribd logo
1  sur  53
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]

Contenu connexe

Tendances

quartiles,deciles,percentiles.ppt
quartiles,deciles,percentiles.pptquartiles,deciles,percentiles.ppt
quartiles,deciles,percentiles.pptSyedSaifUrRehman3
 
2.3 Histogram/Frequency Polygon/Ogives
2.3 Histogram/Frequency Polygon/Ogives2.3 Histogram/Frequency Polygon/Ogives
2.3 Histogram/Frequency Polygon/Ogivesmlong24
 
Chapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and GraphsChapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and GraphsMong Mara
 
Quartiles, Deciles and Percentiles
Quartiles, Deciles and PercentilesQuartiles, Deciles and Percentiles
Quartiles, Deciles and PercentilesMuhammad Amir Sohail
 
Measures of central tendency
Measures of central tendencyMeasures of central tendency
Measures of central tendencyChie Pegollo
 
Measures of central tendency ppt
Measures of central tendency pptMeasures of central tendency ppt
Measures of central tendency pptNighatKanwal
 
Central limit theorem
Central limit theoremCentral limit theorem
Central limit theoremNadeem Uddin
 
Data organization and presentation (statistics for research)
Data organization and presentation (statistics for research)Data organization and presentation (statistics for research)
Data organization and presentation (statistics for research)Harve Abella
 
A. measure of central tendency
A. measure of central tendencyA. measure of central tendency
A. measure of central tendencyAnkita Darji
 
Stem and-leaf-diagram-ppt.-dfs
Stem and-leaf-diagram-ppt.-dfsStem and-leaf-diagram-ppt.-dfs
Stem and-leaf-diagram-ppt.-dfsFarhana Shaheen
 
Introduction To Statistics
Introduction To StatisticsIntroduction To Statistics
Introduction To Statisticsalbertlaporte
 
Standard Deviation and Variance
Standard Deviation and VarianceStandard Deviation and Variance
Standard Deviation and VarianceJufil Hombria
 
Measures of dispersion or variation
Measures of dispersion or variationMeasures of dispersion or variation
Measures of dispersion or variationRaj Teotia
 
Random variables and probability distributions
Random variables and probability distributionsRandom variables and probability distributions
Random variables and probability distributionsAntonio F. Balatar Jr.
 
Chapter 4 part3- Means and Variances of Random Variables
Chapter 4 part3- Means and Variances of Random VariablesChapter 4 part3- Means and Variances of Random Variables
Chapter 4 part3- Means and Variances of Random Variablesnszakir
 

Tendances (20)

quartiles,deciles,percentiles.ppt
quartiles,deciles,percentiles.pptquartiles,deciles,percentiles.ppt
quartiles,deciles,percentiles.ppt
 
Quartile Deviation
Quartile DeviationQuartile Deviation
Quartile Deviation
 
Probability and statistics
Probability and statisticsProbability and statistics
Probability and statistics
 
2.3 Histogram/Frequency Polygon/Ogives
2.3 Histogram/Frequency Polygon/Ogives2.3 Histogram/Frequency Polygon/Ogives
2.3 Histogram/Frequency Polygon/Ogives
 
Chapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and GraphsChapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and Graphs
 
Other Measures of Location
Other Measures of LocationOther Measures of Location
Other Measures of Location
 
Quartiles, Deciles and Percentiles
Quartiles, Deciles and PercentilesQuartiles, Deciles and Percentiles
Quartiles, Deciles and Percentiles
 
T distribution
T distributionT distribution
T distribution
 
Measures of central tendency
Measures of central tendencyMeasures of central tendency
Measures of central tendency
 
Measures of central tendency ppt
Measures of central tendency pptMeasures of central tendency ppt
Measures of central tendency ppt
 
Central limit theorem
Central limit theoremCentral limit theorem
Central limit theorem
 
Data organization and presentation (statistics for research)
Data organization and presentation (statistics for research)Data organization and presentation (statistics for research)
Data organization and presentation (statistics for research)
 
A. measure of central tendency
A. measure of central tendencyA. measure of central tendency
A. measure of central tendency
 
Stem and-leaf-diagram-ppt.-dfs
Stem and-leaf-diagram-ppt.-dfsStem and-leaf-diagram-ppt.-dfs
Stem and-leaf-diagram-ppt.-dfs
 
Frequency distribution
Frequency distributionFrequency distribution
Frequency distribution
 
Introduction To Statistics
Introduction To StatisticsIntroduction To Statistics
Introduction To Statistics
 
Standard Deviation and Variance
Standard Deviation and VarianceStandard Deviation and Variance
Standard Deviation and Variance
 
Measures of dispersion or variation
Measures of dispersion or variationMeasures of dispersion or variation
Measures of dispersion or variation
 
Random variables and probability distributions
Random variables and probability distributionsRandom variables and probability distributions
Random variables and probability distributions
 
Chapter 4 part3- Means and Variances of Random Variables
Chapter 4 part3- Means and Variances of Random VariablesChapter 4 part3- Means and Variances of Random Variables
Chapter 4 part3- Means and Variances of Random Variables
 

Similaire à Probability Statistics Course Outline Statistics Basics Hypothesis Testing

Probability in statistics
Probability in statisticsProbability in statistics
Probability in statisticsSukirti Garg
 
Meaning and Importance of Statistics
Meaning and Importance of StatisticsMeaning and Importance of Statistics
Meaning and Importance of StatisticsFlipped Channel
 
BASIC STATISTICAL TREATMENT IN RESEARCH.pptx
BASIC STATISTICAL TREATMENT IN RESEARCH.pptxBASIC STATISTICAL TREATMENT IN RESEARCH.pptx
BASIC STATISTICAL TREATMENT IN RESEARCH.pptxardrianmalangen2
 
Data analysis powerpoint
Data analysis powerpointData analysis powerpoint
Data analysis powerpointjamiebrandon
 
Statistics.pptx
Statistics.pptxStatistics.pptx
Statistics.pptxXadDax1
 
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...homeworkping3
 
General Statistics boa
General Statistics boaGeneral Statistics boa
General Statistics boaraileeanne
 
1. week 1
1. week 11. week 1
1. week 1renz50
 
Review of descriptive statistics
Review of descriptive statisticsReview of descriptive statistics
Review of descriptive statisticsAniceto Naval
 
Ebd1 lecture 3 2010
Ebd1 lecture 3  2010Ebd1 lecture 3  2010
Ebd1 lecture 3 2010Reko Kemo
 
Ebd1 lecture 3 2010
Ebd1 lecture 3  2010Ebd1 lecture 3  2010
Ebd1 lecture 3 2010Reko Kemo
 
Ebd1 lecture 3 2010
Ebd1 lecture 3  2010Ebd1 lecture 3  2010
Ebd1 lecture 3 2010Reko Kemo
 
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 Manuallajabed
 
Stat11t Chapter1
Stat11t Chapter1Stat11t Chapter1
Stat11t Chapter1gueste87a4f
 

Similaire à Probability Statistics Course Outline Statistics Basics Hypothesis Testing (20)

Probability in statistics
Probability in statisticsProbability in statistics
Probability in statistics
 
Probability and statistics
Probability and statisticsProbability and statistics
Probability and 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...
 
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
 
Elementary Statistics
Elementary Statistics Elementary Statistics
Elementary Statistics
 
Sta301 lec01
Sta301 lec01Sta301 lec01
Sta301 lec01
 
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
 
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
 

Plus de Fatima Bianca Gueco (16)

COMPLETE FINAL EMAG PPT.
COMPLETE FINAL EMAG PPT.COMPLETE FINAL EMAG PPT.
COMPLETE FINAL EMAG PPT.
 
Probability and statistics(assign 7 and 8)
Probability and statistics(assign 7 and 8)Probability and statistics(assign 7 and 8)
Probability and statistics(assign 7 and 8)
 
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)
 
Statistics1(finals)
Statistics1(finals)Statistics1(finals)
Statistics1(finals)
 
New statistics
New statisticsNew statistics
New statistics
 
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
 

Probability Statistics Course Outline Statistics Basics Hypothesis Testing

  • 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.