SlideShare une entreprise Scribd logo
1  sur  14
Chapter 8 Linear Regression
Regression Line ,[object Object],[object Object],[object Object]
LSRL cont. ,[object Object],[object Object]
LSRL cont. ,[object Object]
Formulas to know
Slope and Intercept ,[object Object],[object Object]
Coefficient of Determination ,[object Object],[object Object],[object Object],[object Object]
Interpretation of r^2 ,[object Object],[object Object]
Calculate LSRL using formulas ,[object Object]
What percent of the observed variation in these student’s  GPAs can be explained by the linear relationship between  GPA and IQ?
Do Part I of the Archaeopteryx worksheet
Residuals ,[object Object],[object Object],[object Object]
Outliers ,[object Object]
Influential points ,[object Object]

Contenu connexe

Tendances

Use of Linear Regression in Machine Learning for Ranking
Use of Linear Regression in Machine Learning for RankingUse of Linear Regression in Machine Learning for Ranking
Use of Linear Regression in Machine Learning for Rankingijsrd.com
 
Logistic regression
Logistic regressionLogistic regression
Logistic regressionAyurdata
 
Regression & It's Types
Regression & It's TypesRegression & It's Types
Regression & It's TypesMehul Boricha
 
Polynomial regression
Polynomial regressionPolynomial regression
Polynomial regressionnaveedaliabad
 
Chapter 2 part3-Least-Squares Regression
Chapter 2 part3-Least-Squares RegressionChapter 2 part3-Least-Squares Regression
Chapter 2 part3-Least-Squares Regressionnszakir
 
Machine Learning Algorithm - Linear Regression
Machine Learning Algorithm - Linear RegressionMachine Learning Algorithm - Linear Regression
Machine Learning Algorithm - Linear RegressionKush Kulshrestha
 
Exponents and Radicals (Class 8th)
Exponents and Radicals (Class 8th)Exponents and Radicals (Class 8th)
Exponents and Radicals (Class 8th)Lugiano
 
Rational exponents
Rational exponentsRational exponents
Rational exponentsDeepak Kumar
 
Regression: A skin-deep dive
Regression: A skin-deep diveRegression: A skin-deep dive
Regression: A skin-deep diveabulyomon
 
Equilibrium point analysis linearization technique
Equilibrium point analysis linearization techniqueEquilibrium point analysis linearization technique
Equilibrium point analysis linearization techniqueTarun Gehlot
 

Tendances (19)

Use of Linear Regression in Machine Learning for Ranking
Use of Linear Regression in Machine Learning for RankingUse of Linear Regression in Machine Learning for Ranking
Use of Linear Regression in Machine Learning for Ranking
 
Logistic regression
Logistic regressionLogistic regression
Logistic regression
 
Simple linear regression
Simple linear regression Simple linear regression
Simple linear regression
 
Regression
RegressionRegression
Regression
 
2. diagnostics, collinearity, transformation, and missing data
2. diagnostics, collinearity, transformation, and missing data 2. diagnostics, collinearity, transformation, and missing data
2. diagnostics, collinearity, transformation, and missing data
 
Regression & It's Types
Regression & It's TypesRegression & It's Types
Regression & It's Types
 
Polynomial regression
Polynomial regressionPolynomial regression
Polynomial regression
 
Chapter 2 part3-Least-Squares Regression
Chapter 2 part3-Least-Squares RegressionChapter 2 part3-Least-Squares Regression
Chapter 2 part3-Least-Squares Regression
 
Machine Learning Algorithm - Linear Regression
Machine Learning Algorithm - Linear RegressionMachine Learning Algorithm - Linear Regression
Machine Learning Algorithm - Linear Regression
 
Abs regression
Abs regressionAbs regression
Abs regression
 
Exponents and Radicals (Class 8th)
Exponents and Radicals (Class 8th)Exponents and Radicals (Class 8th)
Exponents and Radicals (Class 8th)
 
Lab 4 excel basics
Lab 4 excel basicsLab 4 excel basics
Lab 4 excel basics
 
Rational exponents
Rational exponentsRational exponents
Rational exponents
 
Ch14 multiple regression
Ch14 multiple regressionCh14 multiple regression
Ch14 multiple regression
 
assignment 2
assignment 2assignment 2
assignment 2
 
Regression: A skin-deep dive
Regression: A skin-deep diveRegression: A skin-deep dive
Regression: A skin-deep dive
 
Chapter 3 roots of equations
Chapter 3 roots of equationsChapter 3 roots of equations
Chapter 3 roots of equations
 
Roots equation
Roots equationRoots equation
Roots equation
 
Equilibrium point analysis linearization technique
Equilibrium point analysis linearization techniqueEquilibrium point analysis linearization technique
Equilibrium point analysis linearization technique
 

En vedette

En vedette (20)

Regression Analysis
Regression AnalysisRegression Analysis
Regression Analysis
 
Basics of Regression analysis
 Basics of Regression analysis Basics of Regression analysis
Basics of Regression analysis
 
Chi square test
Chi square testChi square test
Chi square test
 
Chi – square test
Chi – square testChi – square test
Chi – square test
 
Chi square test
Chi square testChi square test
Chi square test
 
Chi square Test
Chi square TestChi square Test
Chi square Test
 
Chi square test
Chi square testChi square test
Chi square test
 
Chisquare
ChisquareChisquare
Chisquare
 
Chi square
Chi squareChi square
Chi square
 
Ramos, alexis t. regression
Ramos, alexis t.   regressionRamos, alexis t.   regression
Ramos, alexis t. regression
 
05 samplingdistributions
05 samplingdistributions05 samplingdistributions
05 samplingdistributions
 
Basic concepts of curve fittings
Basic concepts of curve fittingsBasic concepts of curve fittings
Basic concepts of curve fittings
 
MITx_14310_CLT
MITx_14310_CLTMITx_14310_CLT
MITx_14310_CLT
 
Applied numerical methods lec8
Applied numerical methods lec8Applied numerical methods lec8
Applied numerical methods lec8
 
Matlab polynimials and curve fitting
Matlab polynimials and curve fittingMatlab polynimials and curve fitting
Matlab polynimials and curve fitting
 
Introduction to Regression Analysis
Introduction to Regression AnalysisIntroduction to Regression Analysis
Introduction to Regression Analysis
 
Es272 ch7
Es272 ch7Es272 ch7
Es272 ch7
 
Estimation 2
Estimation 2Estimation 2
Estimation 2
 
Lecture slides stats1.13.l07.air
Lecture slides stats1.13.l07.airLecture slides stats1.13.l07.air
Lecture slides stats1.13.l07.air
 
Chi sqyre test
Chi sqyre testChi sqyre test
Chi sqyre test
 

Similaire à Notes Ch8

Exploring bivariate data
Exploring bivariate dataExploring bivariate data
Exploring bivariate dataUlster BOCES
 
FSE 200AdkinsPage 1 of 10Simple Linear Regression Corr.docx
FSE 200AdkinsPage 1 of 10Simple Linear Regression Corr.docxFSE 200AdkinsPage 1 of 10Simple Linear Regression Corr.docx
FSE 200AdkinsPage 1 of 10Simple Linear Regression Corr.docxbudbarber38650
 
Correlation and regression
Correlation and regressionCorrelation and regression
Correlation and regressionAntony Raj
 
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docx
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docxStatistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docx
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docxsusanschei
 
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docx
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docxStatistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docx
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docxrafaelaj1
 
Data Science - Part XII - Ridge Regression, LASSO, and Elastic Nets
Data Science - Part XII - Ridge Regression, LASSO, and Elastic NetsData Science - Part XII - Ridge Regression, LASSO, and Elastic Nets
Data Science - Part XII - Ridge Regression, LASSO, and Elastic NetsDerek Kane
 
Regression.ppt basic introduction of regression with example
Regression.ppt basic introduction of regression with exampleRegression.ppt basic introduction of regression with example
Regression.ppt basic introduction of regression with exampleshivshankarshiva98
 
Correlation and regression
Correlation and regressionCorrelation and regression
Correlation and regressionAntony Raj
 
Stat 1163 -correlation and regression
Stat 1163 -correlation and regressionStat 1163 -correlation and regression
Stat 1163 -correlation and regressionKhulna University
 

Similaire à Notes Ch8 (20)

Exploring bivariate data
Exploring bivariate dataExploring bivariate data
Exploring bivariate data
 
FSE 200AdkinsPage 1 of 10Simple Linear Regression Corr.docx
FSE 200AdkinsPage 1 of 10Simple Linear Regression Corr.docxFSE 200AdkinsPage 1 of 10Simple Linear Regression Corr.docx
FSE 200AdkinsPage 1 of 10Simple Linear Regression Corr.docx
 
Regression
RegressionRegression
Regression
 
Regression
RegressionRegression
Regression
 
Quantitative Methods - Level II - CFA Program
Quantitative Methods - Level II - CFA ProgramQuantitative Methods - Level II - CFA Program
Quantitative Methods - Level II - CFA Program
 
Simple Regression.pptx
Simple Regression.pptxSimple Regression.pptx
Simple Regression.pptx
 
Regression
RegressionRegression
Regression
 
Regression
RegressionRegression
Regression
 
Correlation and regression
Correlation and regressionCorrelation and regression
Correlation and regression
 
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docx
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docxStatistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docx
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docx
 
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docx
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docxStatistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docx
Statistica Sinica 16(2006), 847-860PSEUDO-R2IN LOGIS.docx
 
Data Science - Part XII - Ridge Regression, LASSO, and Elastic Nets
Data Science - Part XII - Ridge Regression, LASSO, and Elastic NetsData Science - Part XII - Ridge Regression, LASSO, and Elastic Nets
Data Science - Part XII - Ridge Regression, LASSO, and Elastic Nets
 
Regression.ppt basic introduction of regression with example
Regression.ppt basic introduction of regression with exampleRegression.ppt basic introduction of regression with example
Regression.ppt basic introduction of regression with example
 
Correlation and regression
Correlation and regressionCorrelation and regression
Correlation and regression
 
Stat 1163 -correlation and regression
Stat 1163 -correlation and regressionStat 1163 -correlation and regression
Stat 1163 -correlation and regression
 
Chap04 01
Chap04 01Chap04 01
Chap04 01
 
Math n Statistic
Math n StatisticMath n Statistic
Math n Statistic
 
2-20-04.ppt
2-20-04.ppt2-20-04.ppt
2-20-04.ppt
 
Chapter 10
Chapter 10Chapter 10
Chapter 10
 
Chapter 10
Chapter 10Chapter 10
Chapter 10
 

Plus de jmalpass

Ap statistics review ch23 24 25_with_answers
Ap statistics review ch23 24 25_with_answersAp statistics review ch23 24 25_with_answers
Ap statistics review ch23 24 25_with_answersjmalpass
 
Answers To Review W S
Answers To  Review  W SAnswers To  Review  W S
Answers To Review W Sjmalpass
 
Review Ch 19 22
Review  Ch 19 22Review  Ch 19 22
Review Ch 19 22jmalpass
 
Answers To Review Ws (2 5)
Answers To Review Ws (2 5)Answers To Review Ws (2 5)
Answers To Review Ws (2 5)jmalpass
 
Solutions To Homework Ch7
Solutions To Homework Ch7Solutions To Homework Ch7
Solutions To Homework Ch7jmalpass
 
Ch6supplement
Ch6supplementCh6supplement
Ch6supplementjmalpass
 
Notes Ch13
Notes Ch13Notes Ch13
Notes Ch13jmalpass
 
What The Ap Readers Are Looking For
What The Ap Readers Are Looking ForWhat The Ap Readers Are Looking For
What The Ap Readers Are Looking Forjmalpass
 
Themes 2 through 4
Themes 2 through 4Themes 2 through 4
Themes 2 through 4jmalpass
 
Probability
ProbabilityProbability
Probabilityjmalpass
 
Exploring Data
Exploring DataExploring Data
Exploring Datajmalpass
 
Experimental Design
Experimental DesignExperimental Design
Experimental Designjmalpass
 

Plus de jmalpass (12)

Ap statistics review ch23 24 25_with_answers
Ap statistics review ch23 24 25_with_answersAp statistics review ch23 24 25_with_answers
Ap statistics review ch23 24 25_with_answers
 
Answers To Review W S
Answers To  Review  W SAnswers To  Review  W S
Answers To Review W S
 
Review Ch 19 22
Review  Ch 19 22Review  Ch 19 22
Review Ch 19 22
 
Answers To Review Ws (2 5)
Answers To Review Ws (2 5)Answers To Review Ws (2 5)
Answers To Review Ws (2 5)
 
Solutions To Homework Ch7
Solutions To Homework Ch7Solutions To Homework Ch7
Solutions To Homework Ch7
 
Ch6supplement
Ch6supplementCh6supplement
Ch6supplement
 
Notes Ch13
Notes Ch13Notes Ch13
Notes Ch13
 
What The Ap Readers Are Looking For
What The Ap Readers Are Looking ForWhat The Ap Readers Are Looking For
What The Ap Readers Are Looking For
 
Themes 2 through 4
Themes 2 through 4Themes 2 through 4
Themes 2 through 4
 
Probability
ProbabilityProbability
Probability
 
Exploring Data
Exploring DataExploring Data
Exploring Data
 
Experimental Design
Experimental DesignExperimental Design
Experimental Design
 

Dernier

Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
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
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3JemimahLaneBuaron
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104misteraugie
 
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...anjaliyadav012327
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationnomboosow
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...Sapna Thakur
 
The byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxThe byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxShobhayan Kirtania
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 

Dernier (20)

Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
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
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
JAPAN: ORGANISATION OF PMDA, PHARMACEUTICAL LAWS & REGULATIONS, TYPES OF REGI...
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communication
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
BAG TECHNIQUE Bag technique-a tool making use of public health bag through wh...
 
The byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxThe byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptx
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Advance Mobile Application Development class 07
Advance Mobile Application Development class 07Advance Mobile Application Development class 07
Advance Mobile Application Development class 07
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 

Notes Ch8