SlideShare une entreprise Scribd logo
1  sur  172
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 SEX FREQUENCY MALE 23 FEMALE 107 TOTAL 130
Frequency of Ordinal Data Ex. Frequency distribution of Employee Perception on the Behavior of their Administrators Perception Frequency Strongly favorable 10 favorable 11 Slightly favorable 12 Slightly unfavorable 14 Unfavorable 22 Strongly unfavorable 31 total 100
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]
Con’t ,[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object]
Graphical Representation ,[object Object],[object Object]
Con’t ,[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 age freq RF 19-20 20 39.2% 21-22 21 41.2% 23-24 4 7.8% 25-26 4 7.8% 27-28 2 3.9% total 51 100%
Exercises ,[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object]
Con’t
Con’t
Con’t
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]
Con’t ,[object Object],[object Object]
Con’t ,[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]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[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]
[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],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
[object Object],[object Object],[object Object],[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. 4 ,[object Object],[object Object]
SIMPLE LINEAR REGRESSION AND MEASURES OF CORRELATION ,[object Object]
[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[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 Correlation ,[object Object],[object Object],[object Object],[object Object]
[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Correlation between Ordinal 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]
Gamma Rank Order ,[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
Given a segment of the Filipino Electorate according to religion and political party LAKAS LP NP Total Catholic 50 25 20 INC 34 72 21 Born Again 22 12 10 Total
Correlation between Nominal 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]
Assignment no. 5 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
3.  Compute for the gamma shown and interpret the result  Socio-economic status EDUCATIONAL STATUS TOTAL UPPER MIDDLE LOWER TOTAL UPPER 24 19 5 MIDDLE 12 54 29 LOWER 9 26 25 TOTAL
[object Object]
Counting Techniques ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
Permutation  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object]
[object Object],[object Object]
Combination  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[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. 6 ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object]
Probability ,[object Object]
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object]
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
[object Object],[object Object],[object Object]
[object Object],[object Object]
[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
[object Object]
[object Object]
[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conditional Probability and Multiplication Rule ,[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[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. 7 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object]
Normal Distribution ,[object Object]
Con’t ,[object Object]
Con’t ,[object Object],[object Object]
Con’t ,[object Object],[object Object]
Con’t ,[object Object],[object Object]
Con’t ,[object Object],[object Object]
The normal probability curve
From the previous curve ,[object Object],[object Object],[object Object]
To illustrate the significance of the empirical rule, consider the NCEE scores of students in a certain college whose mean score x’ or  μ  = 65 and the standard deviation  σ  or SD = 6 ,[object Object],[object Object],[object Object]
The Standard Score ,[object Object],[object Object]
Normal Curve Areas ,[object Object],[object Object],[object Object],[object Object],[object Object]
Normal Probability Distribution ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object]
Assignment no. 8 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Con’t ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]

Contenu connexe

Tendances

frequency distribution table
frequency distribution tablefrequency distribution table
frequency distribution tableMonie Ali
 
One to-one function (MATH 11)
One to-one function (MATH 11)One to-one function (MATH 11)
One to-one function (MATH 11)majoydrew
 
Probability of Simple and Compound Events
Probability of Simple and Compound EventsProbability of Simple and Compound Events
Probability of Simple and Compound EventsJoey Valdriz
 
Measures of central tendency
Measures of central tendencyMeasures of central tendency
Measures of central tendencyChie Pegollo
 
Chapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and GraphsChapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and GraphsMong Mara
 
Measures of Central Tendencies
Measures of Central TendenciesMeasures of Central Tendencies
Measures of Central TendenciesAngel Mae Longakit
 
Lesson 4 level of measurement
Lesson 4  level of measurementLesson 4  level of measurement
Lesson 4 level of measurementMaris Ganace
 
Organizing data using frequency distribution
Organizing data using frequency distributionOrganizing data using frequency distribution
Organizing data using frequency distributionKennyAnnGraceBatianc
 
frequency distribution
 frequency distribution frequency distribution
frequency distributionUnsa Shakir
 
INTERPRETING MEASURE OF POSITION.pptx
INTERPRETING MEASURE OF POSITION.pptxINTERPRETING MEASURE OF POSITION.pptx
INTERPRETING MEASURE OF POSITION.pptxHannahSheena
 
Measures of Variability of Grouped and Ungrouped Data
Measures of Variability of Grouped and Ungrouped DataMeasures of Variability of Grouped and Ungrouped Data
Measures of Variability of Grouped and Ungrouped DataJunila Tejada
 
What is Statistics
What is StatisticsWhat is Statistics
What is Statisticssidra-098
 
Harmonic sequence and fibonacci 10
Harmonic sequence and fibonacci 10Harmonic sequence and fibonacci 10
Harmonic sequence and fibonacci 10AjayQuines
 

Tendances (20)

frequency distribution table
frequency distribution tablefrequency distribution table
frequency distribution table
 
One to-one function (MATH 11)
One to-one function (MATH 11)One to-one function (MATH 11)
One to-one function (MATH 11)
 
Probability of Simple and Compound Events
Probability of Simple and Compound EventsProbability of Simple and Compound Events
Probability of Simple and Compound Events
 
Measures of central tendency
Measures of central tendencyMeasures of central tendency
Measures of central tendency
 
Math (geometric mean)
Math (geometric mean)Math (geometric mean)
Math (geometric mean)
 
Chapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and GraphsChapter 2: Frequency Distribution and Graphs
Chapter 2: Frequency Distribution and Graphs
 
Measures of Central Tendencies
Measures of Central TendenciesMeasures of Central Tendencies
Measures of Central Tendencies
 
Lesson 4 level of measurement
Lesson 4  level of measurementLesson 4  level of measurement
Lesson 4 level of measurement
 
Statistics and probability lesson6&7
Statistics and probability lesson6&7Statistics and probability lesson6&7
Statistics and probability lesson6&7
 
Organizing data using frequency distribution
Organizing data using frequency distributionOrganizing data using frequency distribution
Organizing data using frequency distribution
 
Sample Space And Events
Sample Space And EventsSample Space And Events
Sample Space And Events
 
frequency distribution
 frequency distribution frequency distribution
frequency distribution
 
INTERPRETING MEASURE OF POSITION.pptx
INTERPRETING MEASURE OF POSITION.pptxINTERPRETING MEASURE OF POSITION.pptx
INTERPRETING MEASURE OF POSITION.pptx
 
Combination
CombinationCombination
Combination
 
mathematics 7
mathematics 7mathematics 7
mathematics 7
 
Permutations
PermutationsPermutations
Permutations
 
Measures of Variability of Grouped and Ungrouped Data
Measures of Variability of Grouped and Ungrouped DataMeasures of Variability of Grouped and Ungrouped Data
Measures of Variability of Grouped and Ungrouped Data
 
Measures of variability
Measures of variabilityMeasures of variability
Measures of variability
 
What is Statistics
What is StatisticsWhat is Statistics
What is Statistics
 
Harmonic sequence and fibonacci 10
Harmonic sequence and fibonacci 10Harmonic sequence and fibonacci 10
Harmonic sequence and fibonacci 10
 

En vedette

Introduction to random variables
Introduction to random variablesIntroduction to random variables
Introduction to random variablesHadley Wickham
 
Mean of a discrete random variable.ppt
Mean of a discrete random variable.pptMean of a discrete random variable.ppt
Mean of a discrete random variable.pptccooking
 
Discrete Probability Distributions
Discrete Probability DistributionsDiscrete Probability Distributions
Discrete Probability Distributionsmandalina landy
 
STATISTICS AND PROBABILITY (TEACHING GUIDE)
STATISTICS AND PROBABILITY (TEACHING GUIDE)STATISTICS AND PROBABILITY (TEACHING GUIDE)
STATISTICS AND PROBABILITY (TEACHING GUIDE)PRINTDESK by Dan
 

En vedette (6)

Real statistics
Real statisticsReal statistics
Real statistics
 
Introduction to random variables
Introduction to random variablesIntroduction to random variables
Introduction to random variables
 
Mean of a discrete random variable.ppt
Mean of a discrete random variable.pptMean of a discrete random variable.ppt
Mean of a discrete random variable.ppt
 
Discrete Probability Distributions
Discrete Probability DistributionsDiscrete Probability Distributions
Discrete Probability Distributions
 
Random variables
Random variablesRandom variables
Random variables
 
STATISTICS AND PROBABILITY (TEACHING GUIDE)
STATISTICS AND PROBABILITY (TEACHING GUIDE)STATISTICS AND PROBABILITY (TEACHING GUIDE)
STATISTICS AND PROBABILITY (TEACHING GUIDE)
 

Similaire à Probability and statistics(assign 7 and 8)

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
 
Data analysis powerpoint
Data analysis powerpointData analysis powerpoint
Data analysis powerpointjamiebrandon
 
BASIC STATISTICAL TREATMENT IN RESEARCH.pptx
BASIC STATISTICAL TREATMENT IN RESEARCH.pptxBASIC STATISTICAL TREATMENT IN RESEARCH.pptx
BASIC STATISTICAL TREATMENT IN RESEARCH.pptxardrianmalangen2
 
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
 
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
 
General Statistics boa
General Statistics boaGeneral Statistics boa
General Statistics boaraileeanne
 
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
 
Introduction To Statistics
Introduction To StatisticsIntroduction To Statistics
Introduction To Statisticsalbertlaporte
 
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
 
Statistics final seminar
Statistics final seminarStatistics final seminar
Statistics final seminarTejas Jagtap
 
Statistics and probability
Statistics and probability   Statistics and probability
Statistics and probability Muhammad Mayo
 

Similaire à Probability and statistics(assign 7 and 8) (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
 
Chapter 1
Chapter 1Chapter 1
Chapter 1
 
Data analysis powerpoint
Data analysis powerpointData analysis powerpoint
Data analysis powerpoint
 
BASIC STATISTICAL TREATMENT IN RESEARCH.pptx
BASIC STATISTICAL TREATMENT IN RESEARCH.pptxBASIC STATISTICAL TREATMENT IN RESEARCH.pptx
BASIC STATISTICAL TREATMENT IN RESEARCH.pptx
 
Statistics.pptx
Statistics.pptxStatistics.pptx
Statistics.pptx
 
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...
 
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
 
General Statistics boa
General Statistics boaGeneral Statistics boa
General Statistics boa
 
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
 
Introduction To Statistics
Introduction To StatisticsIntroduction To Statistics
Introduction To 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
 
Statistics final seminar
Statistics final seminarStatistics final seminar
Statistics final seminar
 
Statistics and probability
Statistics and probability   Statistics and probability
Statistics and probability
 

Plus de Fatima Bianca Gueco (17)

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)
 
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(exercise answers)
Probability and statistics(exercise answers)Probability and statistics(exercise answers)
Probability and statistics(exercise answers)
 
Probability and statistics
Probability and statisticsProbability and statistics
Probability and statistics
 
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 and statistics(assign 7 and 8)

  • 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 SEX FREQUENCY MALE 23 FEMALE 107 TOTAL 130
  • 25. Frequency of Ordinal Data Ex. Frequency distribution of Employee Perception on the Behavior of their Administrators Perception Frequency Strongly favorable 10 favorable 11 Slightly favorable 12 Slightly unfavorable 14 Unfavorable 22 Strongly unfavorable 31 total 100
  • 26.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.
  • 34. The Histogram of Person’s Age with Frequency of Travel age freq RF 19-20 20 39.2% 21-22 21 41.2% 23-24 4 7.8% 25-26 4 7.8% 27-28 2 3.9% total 51 100%
  • 35.
  • 36.
  • 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.
  • 81.
  • 82.
  • 83.
  • 84.
  • 85.
  • 86.
  • 87.
  • 88.
  • 89.
  • 90.
  • 91.
  • 92.
  • 93.
  • 94.
  • 95.
  • 96.
  • 97.
  • 98.
  • 99.
  • 100.
  • 101. Given a segment of the Filipino Electorate according to religion and political party LAKAS LP NP Total Catholic 50 25 20 INC 34 72 21 Born Again 22 12 10 Total
  • 102.
  • 103.
  • 104.
  • 105.
  • 106. 3. Compute for the gamma shown and interpret the result Socio-economic status EDUCATIONAL STATUS TOTAL UPPER MIDDLE LOWER TOTAL UPPER 24 19 5 MIDDLE 12 54 29 LOWER 9 26 25 TOTAL
  • 107.
  • 108.
  • 109.
  • 110.
  • 111.
  • 112.
  • 113.
  • 114.
  • 115.
  • 116.
  • 117.
  • 118.
  • 119.
  • 120.
  • 121.
  • 122.
  • 123.
  • 124.
  • 125.
  • 126.
  • 127.
  • 128.
  • 129.
  • 130.
  • 131.
  • 132.
  • 133.
  • 134.
  • 135.
  • 136.
  • 137.
  • 138.
  • 139.
  • 140.
  • 141.
  • 142.
  • 143.
  • 144.
  • 145.
  • 146.
  • 147.
  • 148.
  • 149.
  • 150.
  • 151.
  • 152.
  • 153.
  • 154.
  • 155.
  • 156.
  • 157.
  • 158.
  • 159.
  • 160.
  • 161.
  • 163.
  • 164.
  • 165.
  • 166.
  • 167.
  • 168.
  • 169.
  • 170.
  • 171.
  • 172.