際際滷

際際滷Share a Scribd company logo
Chapter 1

S A M P L I N G A N D D A TA
Probability

P r o b ab i l i t y i s t h e m a t h e m a t i c a l t o o l u s e d t o s t u d y
randomness.
Statistics

Statistics is the science of
c o l l e c t i n g, o r g a n i z i n g, s u m m a r i z i n g, a n d a n a l y z i n g
d a t a t o d r aw c o n c l u s i o n s o r a n swe r q u e s t i o n s .
I n a d d i t i o n , s t a t i s t i c s i s ab o u t p r ov i d i n g a m e a s u r e
o f c o n f i d e n c e i n a ny c o n c l u s i o n s .
1.2 Statistics


 Descriptive Statistics consist of organizing and summarizing
  data through numerical summaries, tables, and graphs.

 Inferential Statistics uses methods for drawing conclusions
  and determining how reliable they may be.
Do not look in your bag!
GROUP WORK   1. Break into pairs.
             2. One person should select four pieces
             of twine (one at a time, returning each
             piece before selecting the next). The
             other person should record the length of
             each piece and then calculate the average
             of the lengths. You should then switch
             jobs and repeat the process.
1.4 Key Terms

 The entire group to be studied is called the popultion.

 For large populations a subset of the population called a
  sample is selected and studied.

 A statistics is a numerical summary of a sample.

 A parameter is a numerical summary of a population.

 A statistic can give us an estimate of a parameter or allow us
  to test the validity of an established parameter.
1.4 Key Terms



 Goal: A representative sample, one in which the relevant
  characteristics of the sample match those of the population.



 A study suffers from bias if its design or conduct tends to
  favor certain results.
1.4 Key Terms
1.4 Key Terms



 A variable, often represented by X or Y is a characteristic of
  interest of the individuals in the sample.



 Data are the actual values of the variable, often represented
  by x or y.
The Whatcom County Parks Department is
EXAMPLE                considering two possible locations for a new
                       leash free area where people can bring their
Identify each of the
following:             dogs. To find out which location would be
                       more popular, a survey is taken throughout
Population
                       one day at Petsmart in which dog owners are
Sample                 asked which they would be more likely use.
Parameter

Statistic
Variable
Data
1.5 Data

Most variables can be classified as either qualitative or
quantitative

 Qualitative variables allow for classification of individuals
  based on some attribute or characteristic.

 Quantitative variables provide numerical measures of
  individuals. Arithmetic operations can be performed on the
  values of quantitative variables and will provide meaningful
  results.
1.5 Data

We can further classify quantitative data as discrete or
continuous.

 A discrete variable is the result of counting.

 A continuous variable is the result of measurement.
1.  The number of pairs of shoes you own
GROUP WORK           2. The type of car you drive.
Determine the        3. Where you go on vacation.
correct data type:   4. The distance from your home to the nearest
                         grocery store.
Qualitative
                     5. The number of classes you take per school
Quantitative             year.
(discrete)
                     6. The tuition for your classes.
Quantitative         7. The type of calculator you use.
(continuous)         8. Movie ratings.
                     9. Political party preferences.
                     10. Weight of sumo wrestlers.
                     11. Number of correct answers on a quiz.
                     12. Peoples attitude towards the government
HOMEWORK

Fill out student questionnaire (due tomorrow)
Read Chapter 1
1.12 #s 1 (only i), 4-11

More Related Content

Similar to Math 108 Chapter 1 Sections 1 through 5 (20)

The role of statistics and the data analysis process.ppt
The role of statistics and the data analysis process.pptThe role of statistics and the data analysis process.ppt
The role of statistics and the data analysis process.ppt
JakeCuenca10
Homework #1SOCY 3115Spring 20Read the Syllabus and FAQ on ho.docx
Homework #1SOCY 3115Spring 20Read the Syllabus and FAQ on ho.docxHomework #1SOCY 3115Spring 20Read the Syllabus and FAQ on ho.docx
Homework #1SOCY 3115Spring 20Read the Syllabus and FAQ on ho.docx
pooleavelina
The nature of probability and statistics
The nature of probability and statisticsThe nature of probability and statistics
The nature of probability and statistics
San Benito CISD
Meaning and Importance of Statistics
Meaning and Importance of StatisticsMeaning and Importance of Statistics
Meaning and Importance of Statistics
Flipped Channel
Chapter 1
Chapter 1Chapter 1
Chapter 1
MaryWall14
Basic statistics
Basic statisticsBasic statistics
Basic statistics
Chie Pegollo
Aed1222 lesson 1 and 3
Aed1222 lesson 1 and 3Aed1222 lesson 1 and 3
Aed1222 lesson 1 and 3
nurun2010
Basic Statistics
Basic  StatisticsBasic  Statistics
Basic Statistics
Chie Pegollo
Chapter 1
Chapter 1Chapter 1
Chapter 1
cunninghame
Essay On Juvenile Incarceration
Essay On Juvenile IncarcerationEssay On Juvenile Incarceration
Essay On Juvenile Incarceration
Lissette Hartman
the Introduction to statistical analysis
the Introduction to statistical analysisthe Introduction to statistical analysis
the Introduction to statistical analysis
CRISTINAMAEAREVADO1
The Art and Science of Survey Research
The Art and Science of Survey ResearchThe Art and Science of Survey Research
The Art and Science of Survey Research
Siobhan O'Dwyer
Analysing & interpreting data.ppt
Analysing & interpreting data.pptAnalysing & interpreting data.ppt
Analysing & interpreting data.ppt
manaswidebbarma1
Statistics for management
Statistics for managementStatistics for management
Statistics for management
John Prarthan
Practical Research 2 First S - Akio.pptx
Practical Research 2 First S - Akio.pptxPractical Research 2 First S - Akio.pptx
Practical Research 2 First S - Akio.pptx
RamirezRejeanO
Analyzing and interpreting power point
Analyzing and interpreting power pointAnalyzing and interpreting power point
Analyzing and interpreting power point
majumalon
Statistics
StatisticsStatistics
Statistics
Arpit Sharma
Statistical Fundamentals in Total Quality Management
Statistical Fundamentals in Total Quality ManagementStatistical Fundamentals in Total Quality Management
Statistical Fundamentals in Total Quality Management
Dr.Raja R
statistics Lesson 1
statistics Lesson 1statistics Lesson 1
statistics Lesson 1
donna ruth talo
analysing_data_using_spss.pdf
analysing_data_using_spss.pdfanalysing_data_using_spss.pdf
analysing_data_using_spss.pdf
DrAnilKannur1
The role of statistics and the data analysis process.ppt
The role of statistics and the data analysis process.pptThe role of statistics and the data analysis process.ppt
The role of statistics and the data analysis process.ppt
JakeCuenca10
Homework #1SOCY 3115Spring 20Read the Syllabus and FAQ on ho.docx
Homework #1SOCY 3115Spring 20Read the Syllabus and FAQ on ho.docxHomework #1SOCY 3115Spring 20Read the Syllabus and FAQ on ho.docx
Homework #1SOCY 3115Spring 20Read the Syllabus and FAQ on ho.docx
pooleavelina
The nature of probability and statistics
The nature of probability and statisticsThe nature of probability and statistics
The nature of probability and statistics
San Benito CISD
Meaning and Importance of Statistics
Meaning and Importance of StatisticsMeaning and Importance of Statistics
Meaning and Importance of Statistics
Flipped Channel
Basic statistics
Basic statisticsBasic statistics
Basic statistics
Chie Pegollo
Aed1222 lesson 1 and 3
Aed1222 lesson 1 and 3Aed1222 lesson 1 and 3
Aed1222 lesson 1 and 3
nurun2010
Basic Statistics
Basic  StatisticsBasic  Statistics
Basic Statistics
Chie Pegollo
Essay On Juvenile Incarceration
Essay On Juvenile IncarcerationEssay On Juvenile Incarceration
Essay On Juvenile Incarceration
Lissette Hartman
the Introduction to statistical analysis
the Introduction to statistical analysisthe Introduction to statistical analysis
the Introduction to statistical analysis
CRISTINAMAEAREVADO1
The Art and Science of Survey Research
The Art and Science of Survey ResearchThe Art and Science of Survey Research
The Art and Science of Survey Research
Siobhan O'Dwyer
Analysing & interpreting data.ppt
Analysing & interpreting data.pptAnalysing & interpreting data.ppt
Analysing & interpreting data.ppt
manaswidebbarma1
Statistics for management
Statistics for managementStatistics for management
Statistics for management
John Prarthan
Practical Research 2 First S - Akio.pptx
Practical Research 2 First S - Akio.pptxPractical Research 2 First S - Akio.pptx
Practical Research 2 First S - Akio.pptx
RamirezRejeanO
Analyzing and interpreting power point
Analyzing and interpreting power pointAnalyzing and interpreting power point
Analyzing and interpreting power point
majumalon
Statistical Fundamentals in Total Quality Management
Statistical Fundamentals in Total Quality ManagementStatistical Fundamentals in Total Quality Management
Statistical Fundamentals in Total Quality Management
Dr.Raja R
analysing_data_using_spss.pdf
analysing_data_using_spss.pdfanalysing_data_using_spss.pdf
analysing_data_using_spss.pdf
DrAnilKannur1

Recently uploaded (20)

A PPT on the First Three chapters of Wings of Fire
A PPT on the First Three chapters of Wings of FireA PPT on the First Three chapters of Wings of Fire
A PPT on the First Three chapters of Wings of Fire
Beena E S
SOCIAL CHANGE(a change in the institutional and normative structure of societ...
SOCIAL CHANGE(a change in the institutional and normative structure of societ...SOCIAL CHANGE(a change in the institutional and normative structure of societ...
SOCIAL CHANGE(a change in the institutional and normative structure of societ...
DrNidhiAgarwal
Kaun TALHA quiz Prelims - El Dorado 2025
Kaun TALHA quiz Prelims - El Dorado 2025Kaun TALHA quiz Prelims - El Dorado 2025
Kaun TALHA quiz Prelims - El Dorado 2025
Conquiztadors- the Quiz Society of Sri Venkateswara College
The Constitution, Government and Law making bodies .
The Constitution, Government and Law making bodies .The Constitution, Government and Law making bodies .
The Constitution, Government and Law making bodies .
saanidhyapatel09
How to use Init Hooks in Odoo 18 - Odoo 際際滷s
How to use Init Hooks in Odoo 18 - Odoo 際際滷sHow to use Init Hooks in Odoo 18 - Odoo 際際滷s
How to use Init Hooks in Odoo 18 - Odoo 際際滷s
Celine George
TPR Data strategy 2025 (1).pdf Data strategy
TPR Data strategy 2025 (1).pdf Data strategyTPR Data strategy 2025 (1).pdf Data strategy
TPR Data strategy 2025 (1).pdf Data strategy
Henry Tapper
DUBLIN PROGRAM DUBLIN PROGRAM DUBLIN PROGRAM
DUBLIN PROGRAM DUBLIN PROGRAM DUBLIN PROGRAMDUBLIN PROGRAM DUBLIN PROGRAM DUBLIN PROGRAM
DUBLIN PROGRAM DUBLIN PROGRAM DUBLIN PROGRAM
vlckovar
CRITICAL THINKING AND NURSING JUDGEMENT.pptx
CRITICAL THINKING AND NURSING JUDGEMENT.pptxCRITICAL THINKING AND NURSING JUDGEMENT.pptx
CRITICAL THINKING AND NURSING JUDGEMENT.pptx
PoojaSen20
APM People Interest Network Conference - Tim Lyons - The neurological levels ...
APM People Interest Network Conference - Tim Lyons - The neurological levels ...APM People Interest Network Conference - Tim Lyons - The neurological levels ...
APM People Interest Network Conference - Tim Lyons - The neurological levels ...
Association for Project Management
Essentials of a Good PMO, presented by Aalok Sonawala
Essentials of a Good PMO, presented by Aalok SonawalaEssentials of a Good PMO, presented by Aalok Sonawala
Essentials of a Good PMO, presented by Aalok Sonawala
Association for Project Management
Adventure Activities Final By H R Gohil Sir
Adventure Activities Final By H R Gohil SirAdventure Activities Final By H R Gohil Sir
Adventure Activities Final By H R Gohil Sir
GUJARATCOMMERCECOLLE
Database population in Odoo 18 - Odoo slides
Database population in Odoo 18 - Odoo slidesDatabase population in Odoo 18 - Odoo slides
Database population in Odoo 18 - Odoo slides
Celine George
Rass MELAI : an Internet MELA Quiz Finals - El Dorado 2025
Rass MELAI : an Internet MELA Quiz Finals - El Dorado 2025Rass MELAI : an Internet MELA Quiz Finals - El Dorado 2025
Rass MELAI : an Internet MELA Quiz Finals - El Dorado 2025
Conquiztadors- the Quiz Society of Sri Venkateswara College
TRANSFER OF PATIENTS IN HOSPITAL SETTING.pptx
TRANSFER OF PATIENTS IN HOSPITAL SETTING.pptxTRANSFER OF PATIENTS IN HOSPITAL SETTING.pptx
TRANSFER OF PATIENTS IN HOSPITAL SETTING.pptx
PoojaSen20
English 4 Quarter 4 Week 4 Classroom Obs
English 4 Quarter 4 Week 4 Classroom ObsEnglish 4 Quarter 4 Week 4 Classroom Obs
English 4 Quarter 4 Week 4 Classroom Obs
NerissaMendez1
Rass MELAI : an Internet MELA Quiz Prelims - El Dorado 2025
Rass MELAI : an Internet MELA Quiz Prelims - El Dorado 2025Rass MELAI : an Internet MELA Quiz Prelims - El Dorado 2025
Rass MELAI : an Internet MELA Quiz Prelims - El Dorado 2025
Conquiztadors- the Quiz Society of Sri Venkateswara College
How to Configure Restaurants in Odoo 17 Point of Sale
How to Configure Restaurants in Odoo 17 Point of SaleHow to Configure Restaurants in Odoo 17 Point of Sale
How to Configure Restaurants in Odoo 17 Point of Sale
Celine George
Mate, a short story by Kate Grenvile.pptx
Mate, a short story by Kate Grenvile.pptxMate, a short story by Kate Grenvile.pptx
Mate, a short story by Kate Grenvile.pptx
Liny Jenifer
Kaun TALHA quiz Finals -- El Dorado 2025
Kaun TALHA quiz Finals -- El Dorado 2025Kaun TALHA quiz Finals -- El Dorado 2025
Kaun TALHA quiz Finals -- El Dorado 2025
Conquiztadors- the Quiz Society of Sri Venkateswara College
cervical spine mobilization manual therapy .pdf
cervical spine mobilization manual therapy .pdfcervical spine mobilization manual therapy .pdf
cervical spine mobilization manual therapy .pdf
SamarHosni3
A PPT on the First Three chapters of Wings of Fire
A PPT on the First Three chapters of Wings of FireA PPT on the First Three chapters of Wings of Fire
A PPT on the First Three chapters of Wings of Fire
Beena E S
SOCIAL CHANGE(a change in the institutional and normative structure of societ...
SOCIAL CHANGE(a change in the institutional and normative structure of societ...SOCIAL CHANGE(a change in the institutional and normative structure of societ...
SOCIAL CHANGE(a change in the institutional and normative structure of societ...
DrNidhiAgarwal
The Constitution, Government and Law making bodies .
The Constitution, Government and Law making bodies .The Constitution, Government and Law making bodies .
The Constitution, Government and Law making bodies .
saanidhyapatel09
How to use Init Hooks in Odoo 18 - Odoo 際際滷s
How to use Init Hooks in Odoo 18 - Odoo 際際滷sHow to use Init Hooks in Odoo 18 - Odoo 際際滷s
How to use Init Hooks in Odoo 18 - Odoo 際際滷s
Celine George
TPR Data strategy 2025 (1).pdf Data strategy
TPR Data strategy 2025 (1).pdf Data strategyTPR Data strategy 2025 (1).pdf Data strategy
TPR Data strategy 2025 (1).pdf Data strategy
Henry Tapper
DUBLIN PROGRAM DUBLIN PROGRAM DUBLIN PROGRAM
DUBLIN PROGRAM DUBLIN PROGRAM DUBLIN PROGRAMDUBLIN PROGRAM DUBLIN PROGRAM DUBLIN PROGRAM
DUBLIN PROGRAM DUBLIN PROGRAM DUBLIN PROGRAM
vlckovar
CRITICAL THINKING AND NURSING JUDGEMENT.pptx
CRITICAL THINKING AND NURSING JUDGEMENT.pptxCRITICAL THINKING AND NURSING JUDGEMENT.pptx
CRITICAL THINKING AND NURSING JUDGEMENT.pptx
PoojaSen20
APM People Interest Network Conference - Tim Lyons - The neurological levels ...
APM People Interest Network Conference - Tim Lyons - The neurological levels ...APM People Interest Network Conference - Tim Lyons - The neurological levels ...
APM People Interest Network Conference - Tim Lyons - The neurological levels ...
Association for Project Management
Adventure Activities Final By H R Gohil Sir
Adventure Activities Final By H R Gohil SirAdventure Activities Final By H R Gohil Sir
Adventure Activities Final By H R Gohil Sir
GUJARATCOMMERCECOLLE
Database population in Odoo 18 - Odoo slides
Database population in Odoo 18 - Odoo slidesDatabase population in Odoo 18 - Odoo slides
Database population in Odoo 18 - Odoo slides
Celine George
TRANSFER OF PATIENTS IN HOSPITAL SETTING.pptx
TRANSFER OF PATIENTS IN HOSPITAL SETTING.pptxTRANSFER OF PATIENTS IN HOSPITAL SETTING.pptx
TRANSFER OF PATIENTS IN HOSPITAL SETTING.pptx
PoojaSen20
English 4 Quarter 4 Week 4 Classroom Obs
English 4 Quarter 4 Week 4 Classroom ObsEnglish 4 Quarter 4 Week 4 Classroom Obs
English 4 Quarter 4 Week 4 Classroom Obs
NerissaMendez1
How to Configure Restaurants in Odoo 17 Point of Sale
How to Configure Restaurants in Odoo 17 Point of SaleHow to Configure Restaurants in Odoo 17 Point of Sale
How to Configure Restaurants in Odoo 17 Point of Sale
Celine George
Mate, a short story by Kate Grenvile.pptx
Mate, a short story by Kate Grenvile.pptxMate, a short story by Kate Grenvile.pptx
Mate, a short story by Kate Grenvile.pptx
Liny Jenifer
cervical spine mobilization manual therapy .pdf
cervical spine mobilization manual therapy .pdfcervical spine mobilization manual therapy .pdf
cervical spine mobilization manual therapy .pdf
SamarHosni3

Math 108 Chapter 1 Sections 1 through 5

  • 1. Chapter 1 S A M P L I N G A N D D A TA
  • 2. Probability P r o b ab i l i t y i s t h e m a t h e m a t i c a l t o o l u s e d t o s t u d y randomness.
  • 3. Statistics Statistics is the science of c o l l e c t i n g, o r g a n i z i n g, s u m m a r i z i n g, a n d a n a l y z i n g d a t a t o d r aw c o n c l u s i o n s o r a n swe r q u e s t i o n s . I n a d d i t i o n , s t a t i s t i c s i s ab o u t p r ov i d i n g a m e a s u r e o f c o n f i d e n c e i n a ny c o n c l u s i o n s .
  • 4. 1.2 Statistics Descriptive Statistics consist of organizing and summarizing data through numerical summaries, tables, and graphs. Inferential Statistics uses methods for drawing conclusions and determining how reliable they may be.
  • 5. Do not look in your bag! GROUP WORK 1. Break into pairs. 2. One person should select four pieces of twine (one at a time, returning each piece before selecting the next). The other person should record the length of each piece and then calculate the average of the lengths. You should then switch jobs and repeat the process.
  • 6. 1.4 Key Terms The entire group to be studied is called the popultion. For large populations a subset of the population called a sample is selected and studied. A statistics is a numerical summary of a sample. A parameter is a numerical summary of a population. A statistic can give us an estimate of a parameter or allow us to test the validity of an established parameter.
  • 7. 1.4 Key Terms Goal: A representative sample, one in which the relevant characteristics of the sample match those of the population. A study suffers from bias if its design or conduct tends to favor certain results.
  • 9. 1.4 Key Terms A variable, often represented by X or Y is a characteristic of interest of the individuals in the sample. Data are the actual values of the variable, often represented by x or y.
  • 10. The Whatcom County Parks Department is EXAMPLE considering two possible locations for a new leash free area where people can bring their Identify each of the following: dogs. To find out which location would be more popular, a survey is taken throughout Population one day at Petsmart in which dog owners are Sample asked which they would be more likely use. Parameter Statistic Variable Data
  • 11. 1.5 Data Most variables can be classified as either qualitative or quantitative Qualitative variables allow for classification of individuals based on some attribute or characteristic. Quantitative variables provide numerical measures of individuals. Arithmetic operations can be performed on the values of quantitative variables and will provide meaningful results.
  • 12. 1.5 Data We can further classify quantitative data as discrete or continuous. A discrete variable is the result of counting. A continuous variable is the result of measurement.
  • 13. 1. The number of pairs of shoes you own GROUP WORK 2. The type of car you drive. Determine the 3. Where you go on vacation. correct data type: 4. The distance from your home to the nearest grocery store. Qualitative 5. The number of classes you take per school Quantitative year. (discrete) 6. The tuition for your classes. Quantitative 7. The type of calculator you use. (continuous) 8. Movie ratings. 9. Political party preferences. 10. Weight of sumo wrestlers. 11. Number of correct answers on a quiz. 12. Peoples attitude towards the government
  • 14. HOMEWORK Fill out student questionnaire (due tomorrow) Read Chapter 1 1.12 #s 1 (only i), 4-11

Editor's Notes

  • #11: Population: All dog owners in Whatcom CountySample: dog owners who came in to Petsmart on the day of the surveyParameter: number or proportion of dog owners in whatcom county who would use each locationStatistic: number or propotion of dog owners who come in to Petsmart on the day of the survey who would use each locationVariable: X = prefered location of a dog ownerData: the specific values of X
  • #14: QUANTD 2. QUAL 3. QUAL 4. QUANTC QUANTD 6. QUANTC 7. QUAL 8. QUALQUAL 10. QUANTC 11. QUANTD 12. QUAL