SlideShare a Scribd company logo
1 of 11
BASIC STATISTICS FOR NON COMMERCE STUDENTS  by :  DR. T.K. JAIN AFTERSCHO ☺ OL  centre for social entrepreneurship  sivakamu veterinary hospital road bikaner 334001 rajasthan, india [email_address] mobile : 91+9414430763
Find geometric mean of 3,6,12 In order to find geometric mean, first multiply them together : 3*6*12 = 216 now find factors of 216:  2*2*2*3*3*3 thus we have 2 and 3 coming three times. We have 3 numbers so we will take up that factor which comes three times or triple root of 216 = 2*3 = 6 answer.
Find harmonic mean of 4,6,10  In order to find harmonic mean, first use 1/4, 1/6 and 1/10, now add them : we get : (30+20+12)/120 = 62/120 now multiply it by 1/3 (as there are 3 numbers) : 62/360 now reverse it : 360/62 we get : 5.8 answer
Find 2 regression equations from following data?
STEPS IN REGRESSION  Basic equation : Y = A + BX XY = AX+BX^2  in these equation, we have to find values of A and B.  First of find out covariance and variance  B = covariance / variance of x on the basis of B, find value of A.
Steps in regression  1. find DX and DY – DX is difference in each value of X with reference to the average value in X and DY is difference of each value in Y from the average of Y.  2. Find DX^2, DY^2, DXDY. 3. the average of DX^2 is variance of X and average of DY^2 is variance of Y. Average of DXDY is covariance of X and Y.  4 divide covariance by variance of X we get B.
solution.... Covariance in our example is : - .67 variance in our example : .67 thus B =-1 put the value of B in the first equation :  Y = A + BX here Y (average of Y) = 3, and X = (average of X) = 3 thus : 3= A+(-1)*3, we get A = 6, thus our regression equation is ready.
Given the regression equations :  3X+Y=13 and 2X+5Y=20, which is the regression equation of Y on X?  First equation : Y = 13- 3X 2 nd  equation : Y = 4-2/5X  square roots of products of B should be between -1 and 1.  so try : (-3 * -2/5) = (-) 1.20, its square root is : 1.09, so this is not possible. However, only 2 nd  equation can be taken up as its value is .4 which is between -1 and 1.
Given the following equation : 2x-3y = 10, 3x+4y=15, which is regression equation of X on Y?  X = 5+3/2Y  here B is 1.5 X = 5-4/3Y here B is -1.33 B should be between -1 and +1, so both the equations are not valid regression equations.
Y on X is : Y =-2X+3  and that of X on Y is 8X=-Y+3, what is coefficient of correlation?  B in the first equation is : -2 and in second equation is -1/8, now multiply them, we get : 1/4, which gives us ½ or .5 as answer. As both the values are negative, the answer should be -.05
THANKS.... GIVE YOUR SUGGESTIONS AND JOIN AFTERSCHOOOL NETWORK / START AFTERSCHOOOL NETWORK IN YOUR CITY  [email_address] PGPSE – WORLD'S MOST COMPREHENSIVE PROGRAMME IN SOCIAL ENTREPRENEURSHIP

More Related Content

What's hot

Q1 week 1 (common monomial,sum & diffrence of two cubes,difference of tw...
Q1  week 1 (common monomial,sum & diffrence of two cubes,difference of tw...Q1  week 1 (common monomial,sum & diffrence of two cubes,difference of tw...
Q1 week 1 (common monomial,sum & diffrence of two cubes,difference of tw...Walden Macabuhay
 
Strategic intervention material discriminant and nature of the roots
Strategic intervention material discriminant and nature of the rootsStrategic intervention material discriminant and nature of the roots
Strategic intervention material discriminant and nature of the rootsmaricel mas
 
Mathematics 9 Lesson 1-C: Roots and Coefficients of Quadratic Equations
Mathematics 9 Lesson 1-C: Roots and Coefficients of Quadratic EquationsMathematics 9 Lesson 1-C: Roots and Coefficients of Quadratic Equations
Mathematics 9 Lesson 1-C: Roots and Coefficients of Quadratic EquationsJuan Miguel Palero
 
U3 09 ecuaciones de segundo grado
U3   09 ecuaciones de segundo gradoU3   09 ecuaciones de segundo grado
U3 09 ecuaciones de segundo gradoUNEFA Zulia
 
Linear and quadratic equations in quantitative aptitude
Linear and quadratic equations in quantitative aptitude Linear and quadratic equations in quantitative aptitude
Linear and quadratic equations in quantitative aptitude Dr. Trilok Kumar Jain
 
Quadratic equations
Quadratic equationsQuadratic equations
Quadratic equationsA M
 
quadratic equation
quadratic equationquadratic equation
quadratic equationRubal Oborai
 
Nature of the roots and sum and product of the roots of a quadratic equation
Nature of the roots and sum and product of the roots of a quadratic equationNature of the roots and sum and product of the roots of a quadratic equation
Nature of the roots and sum and product of the roots of a quadratic equationCipriano De Leon
 
Quadratic equation of class 10
Quadratic equation of class 10Quadratic equation of class 10
Quadratic equation of class 10Sanjay Mahto
 
Algebraic fractions (2)
Algebraic fractions (2)Algebraic fractions (2)
Algebraic fractions (2)Alao Hammed
 
Solving digit problems
Solving digit problemsSolving digit problems
Solving digit problemsYanie
 
Algebraic fractionns 2
Algebraic fractionns 2Algebraic fractionns 2
Algebraic fractionns 2gheovani
 
Quadratic equations lesson 3
Quadratic equations lesson 3Quadratic equations lesson 3
Quadratic equations lesson 3KathManarang
 
Quadratic equations
Quadratic equationsQuadratic equations
Quadratic equationsLenie Zapata
 
solving quadratic equations using quadratic formula
solving quadratic equations using quadratic formulasolving quadratic equations using quadratic formula
solving quadratic equations using quadratic formulamaricel mas
 

What's hot (20)

Q1 week 1 (common monomial,sum & diffrence of two cubes,difference of tw...
Q1  week 1 (common monomial,sum & diffrence of two cubes,difference of tw...Q1  week 1 (common monomial,sum & diffrence of two cubes,difference of tw...
Q1 week 1 (common monomial,sum & diffrence of two cubes,difference of tw...
 
Word Problems
Word ProblemsWord Problems
Word Problems
 
Strategic intervention material discriminant and nature of the roots
Strategic intervention material discriminant and nature of the rootsStrategic intervention material discriminant and nature of the roots
Strategic intervention material discriminant and nature of the roots
 
Mathematics 9 Lesson 1-C: Roots and Coefficients of Quadratic Equations
Mathematics 9 Lesson 1-C: Roots and Coefficients of Quadratic EquationsMathematics 9 Lesson 1-C: Roots and Coefficients of Quadratic Equations
Mathematics 9 Lesson 1-C: Roots and Coefficients of Quadratic Equations
 
0011 chapter iv
0011 chapter iv0011 chapter iv
0011 chapter iv
 
U3 09 ecuaciones de segundo grado
U3   09 ecuaciones de segundo gradoU3   09 ecuaciones de segundo grado
U3 09 ecuaciones de segundo grado
 
Linear and quadratic equations in quantitative aptitude
Linear and quadratic equations in quantitative aptitude Linear and quadratic equations in quantitative aptitude
Linear and quadratic equations in quantitative aptitude
 
Quadratic equations
Quadratic equationsQuadratic equations
Quadratic equations
 
quadratic equation
quadratic equationquadratic equation
quadratic equation
 
Nature of the roots and sum and product of the roots of a quadratic equation
Nature of the roots and sum and product of the roots of a quadratic equationNature of the roots and sum and product of the roots of a quadratic equation
Nature of the roots and sum and product of the roots of a quadratic equation
 
Quadratic equation of class 10
Quadratic equation of class 10Quadratic equation of class 10
Quadratic equation of class 10
 
Equations Revision
Equations RevisionEquations Revision
Equations Revision
 
Algebraic fractions (2)
Algebraic fractions (2)Algebraic fractions (2)
Algebraic fractions (2)
 
Solving digit problems
Solving digit problemsSolving digit problems
Solving digit problems
 
Algebraic fractionns 2
Algebraic fractionns 2Algebraic fractionns 2
Algebraic fractionns 2
 
Quadratic equations lesson 3
Quadratic equations lesson 3Quadratic equations lesson 3
Quadratic equations lesson 3
 
Quadratic equations
Quadratic equationsQuadratic equations
Quadratic equations
 
Proportion
ProportionProportion
Proportion
 
solving quadratic equations using quadratic formula
solving quadratic equations using quadratic formulasolving quadratic equations using quadratic formula
solving quadratic equations using quadratic formula
 
Linear Equation with One Variable (LEOV)
Linear Equation with One Variable (LEOV)Linear Equation with One Variable (LEOV)
Linear Equation with One Variable (LEOV)
 

Viewers also liked

Making Data Meaningful
Making Data MeaningfulMaking Data Meaningful
Making Data MeaningfulAmanda Makulec
 
Clinical Research Statistics for Non-Statisticians
Clinical Research Statistics for Non-StatisticiansClinical Research Statistics for Non-Statisticians
Clinical Research Statistics for Non-StatisticiansBrook White, PMP
 
Lecture 1 basic concepts2009
Lecture 1 basic concepts2009Lecture 1 basic concepts2009
Lecture 1 basic concepts2009barath r baskaran
 
Medical Statistics Pt 1
Medical Statistics Pt 1Medical Statistics Pt 1
Medical Statistics Pt 1Fastbleep
 
Key Concepts of Clinical Research & Clinical Trial
Key Concepts of Clinical Research & Clinical Trial Key Concepts of Clinical Research & Clinical Trial
Key Concepts of Clinical Research & Clinical Trial SWAROOP KUMAR K
 

Viewers also liked (6)

Making Data Meaningful
Making Data MeaningfulMaking Data Meaningful
Making Data Meaningful
 
Introduction to Biostatistics
Introduction to BiostatisticsIntroduction to Biostatistics
Introduction to Biostatistics
 
Clinical Research Statistics for Non-Statisticians
Clinical Research Statistics for Non-StatisticiansClinical Research Statistics for Non-Statisticians
Clinical Research Statistics for Non-Statisticians
 
Lecture 1 basic concepts2009
Lecture 1 basic concepts2009Lecture 1 basic concepts2009
Lecture 1 basic concepts2009
 
Medical Statistics Pt 1
Medical Statistics Pt 1Medical Statistics Pt 1
Medical Statistics Pt 1
 
Key Concepts of Clinical Research & Clinical Trial
Key Concepts of Clinical Research & Clinical Trial Key Concepts of Clinical Research & Clinical Trial
Key Concepts of Clinical Research & Clinical Trial
 

Similar to Basic Statistics For Non Commerce Students

Tricks to remember the quadratic equation.ACTION RESEARCH ON MATHS
Tricks to remember the quadratic equation.ACTION RESEARCH ON MATHSTricks to remember the quadratic equation.ACTION RESEARCH ON MATHS
Tricks to remember the quadratic equation.ACTION RESEARCH ON MATHSangelbindusingh
 
Linear and quadratic equations in quantitative aptitude
Linear and quadratic equations in quantitative aptitude Linear and quadratic equations in quantitative aptitude
Linear and quadratic equations in quantitative aptitude Dr. Trilok Kumar Jain
 
Gmat quant topic 3 (inequalities + absolute value) solutions
Gmat quant topic 3 (inequalities + absolute value) solutionsGmat quant topic 3 (inequalities + absolute value) solutions
Gmat quant topic 3 (inequalities + absolute value) solutionsRushabh Vora
 
Inequality and absolute value
Inequality and absolute valueInequality and absolute value
Inequality and absolute valueRushabh Vora
 
Linear equation in 2 variable class 10
Linear equation in 2 variable class 10Linear equation in 2 variable class 10
Linear equation in 2 variable class 10AadhiSXA
 
Linear equations in two variables
Linear equations in two variablesLinear equations in two variables
Linear equations in two variablesVivekNaithani3
 
Gmat quant topic 4 numbers solutions
Gmat quant topic 4   numbers solutionsGmat quant topic 4   numbers solutions
Gmat quant topic 4 numbers solutionsRushabh Vora
 
2.0 rectangular coordinate system t
2.0 rectangular coordinate system t2.0 rectangular coordinate system t
2.0 rectangular coordinate system tmath260
 
Maths Project Quadratic Equations
Maths Project Quadratic EquationsMaths Project Quadratic Equations
Maths Project Quadratic EquationsRishabh Dhakarwal
 
quadraticequations-111211090004-phpapp02 (2).pdf
quadraticequations-111211090004-phpapp02 (2).pdfquadraticequations-111211090004-phpapp02 (2).pdf
quadraticequations-111211090004-phpapp02 (2).pdfAngelle Pantig
 
MATHS - Linear equation in two variable (Class - X) Maharashtra Board
MATHS - Linear equation in two variable (Class - X) Maharashtra BoardMATHS - Linear equation in two variable (Class - X) Maharashtra Board
MATHS - Linear equation in two variable (Class - X) Maharashtra BoardPooja M
 
Rosen, K. - Elementary Number Theory and Its Application (Instructor's Soluti...
Rosen, K. - Elementary Number Theory and Its Application (Instructor's Soluti...Rosen, K. - Elementary Number Theory and Its Application (Instructor's Soluti...
Rosen, K. - Elementary Number Theory and Its Application (Instructor's Soluti...Sahat Hutajulu
 
Pair of linear equation in two variables
Pair of linear equation in two variables Pair of linear equation in two variables
Pair of linear equation in two variables shivangi gupta
 
Linear equations in two variables
Linear equations in two variablesLinear equations in two variables
Linear equations in two variablesVinisha Pathak
 

Similar to Basic Statistics For Non Commerce Students (20)

Questions on ratio and proportion
Questions on ratio and proportion Questions on ratio and proportion
Questions on ratio and proportion
 
Tricks to remember the quadratic equation.ACTION RESEARCH ON MATHS
Tricks to remember the quadratic equation.ACTION RESEARCH ON MATHSTricks to remember the quadratic equation.ACTION RESEARCH ON MATHS
Tricks to remember the quadratic equation.ACTION RESEARCH ON MATHS
 
Linear and quadratic equations in quantitative aptitude
Linear and quadratic equations in quantitative aptitude Linear and quadratic equations in quantitative aptitude
Linear and quadratic equations in quantitative aptitude
 
Gmat quant topic 3 (inequalities + absolute value) solutions
Gmat quant topic 3 (inequalities + absolute value) solutionsGmat quant topic 3 (inequalities + absolute value) solutions
Gmat quant topic 3 (inequalities + absolute value) solutions
 
Inequality and absolute value
Inequality and absolute valueInequality and absolute value
Inequality and absolute value
 
Linear equation in 2 variable class 10
Linear equation in 2 variable class 10Linear equation in 2 variable class 10
Linear equation in 2 variable class 10
 
MATHS PRESENTATION OF CH 4.pptx
MATHS PRESENTATION OF CH 4.pptxMATHS PRESENTATION OF CH 4.pptx
MATHS PRESENTATION OF CH 4.pptx
 
aptitude presentation.pptx
aptitude presentation.pptxaptitude presentation.pptx
aptitude presentation.pptx
 
Chapter 2
Chapter  2Chapter  2
Chapter 2
 
Linear equations in two variables
Linear equations in two variablesLinear equations in two variables
Linear equations in two variables
 
Solving Quadratic Equations by Factoring
Solving Quadratic Equations by FactoringSolving Quadratic Equations by Factoring
Solving Quadratic Equations by Factoring
 
Gmat quant topic 4 numbers solutions
Gmat quant topic 4   numbers solutionsGmat quant topic 4   numbers solutions
Gmat quant topic 4 numbers solutions
 
2.0 rectangular coordinate system t
2.0 rectangular coordinate system t2.0 rectangular coordinate system t
2.0 rectangular coordinate system t
 
Maths Project Quadratic Equations
Maths Project Quadratic EquationsMaths Project Quadratic Equations
Maths Project Quadratic Equations
 
quadraticequations-111211090004-phpapp02 (2).pdf
quadraticequations-111211090004-phpapp02 (2).pdfquadraticequations-111211090004-phpapp02 (2).pdf
quadraticequations-111211090004-phpapp02 (2).pdf
 
Quadratic equations
Quadratic equationsQuadratic equations
Quadratic equations
 
MATHS - Linear equation in two variable (Class - X) Maharashtra Board
MATHS - Linear equation in two variable (Class - X) Maharashtra BoardMATHS - Linear equation in two variable (Class - X) Maharashtra Board
MATHS - Linear equation in two variable (Class - X) Maharashtra Board
 
Rosen, K. - Elementary Number Theory and Its Application (Instructor's Soluti...
Rosen, K. - Elementary Number Theory and Its Application (Instructor's Soluti...Rosen, K. - Elementary Number Theory and Its Application (Instructor's Soluti...
Rosen, K. - Elementary Number Theory and Its Application (Instructor's Soluti...
 
Pair of linear equation in two variables
Pair of linear equation in two variables Pair of linear equation in two variables
Pair of linear equation in two variables
 
Linear equations in two variables
Linear equations in two variablesLinear equations in two variables
Linear equations in two variables
 

More from Dr. Trilok Kumar Jain

Covid 19 novel corona virus pandemic
Covid 19 novel corona virus pandemicCovid 19 novel corona virus pandemic
Covid 19 novel corona virus pandemicDr. Trilok Kumar Jain
 
Korona crisis and 20 lakh crore self reliance scheme
Korona crisis and 20 lakh crore self reliance schemeKorona crisis and 20 lakh crore self reliance scheme
Korona crisis and 20 lakh crore self reliance schemeDr. Trilok Kumar Jain
 
Article on respected parmanand joshi ji
Article on respected parmanand joshi jiArticle on respected parmanand joshi ji
Article on respected parmanand joshi jiDr. Trilok Kumar Jain
 
Jain teerthankar vardhman mahaveer and contemporary problems
Jain teerthankar vardhman mahaveer and contemporary problemsJain teerthankar vardhman mahaveer and contemporary problems
Jain teerthankar vardhman mahaveer and contemporary problemsDr. Trilok Kumar Jain
 
Critical analysis rajasthan government budget 2020
Critical analysis rajasthan government budget 2020Critical analysis rajasthan government budget 2020
Critical analysis rajasthan government budget 2020Dr. Trilok Kumar Jain
 
Learning languages in school education
Learning languages in school educationLearning languages in school education
Learning languages in school educationDr. Trilok Kumar Jain
 
Happiness class india school system (1)
Happiness class india school system (1)Happiness class india school system (1)
Happiness class india school system (1)Dr. Trilok Kumar Jain
 
Covid 19 novel corona virus pandemic
Covid 19 novel corona virus pandemicCovid 19 novel corona virus pandemic
Covid 19 novel corona virus pandemicDr. Trilok Kumar Jain
 
Higher education in india hindi article (1)
Higher education in india hindi article (1)Higher education in india hindi article (1)
Higher education in india hindi article (1)Dr. Trilok Kumar Jain
 
Republic day special hindi article (1)
Republic day special hindi article (1)Republic day special hindi article (1)
Republic day special hindi article (1)Dr. Trilok Kumar Jain
 

More from Dr. Trilok Kumar Jain (20)

Exam reform
Exam reformExam reform
Exam reform
 
Selfreliant india covid19
Selfreliant india covid19Selfreliant india covid19
Selfreliant india covid19
 
Self reliant india campaign
Self reliant india campaignSelf reliant india campaign
Self reliant india campaign
 
Korona virus tragedy
Korona virus tragedyKorona virus tragedy
Korona virus tragedy
 
Covid 19 novel corona virus pandemic
Covid 19 novel corona virus pandemicCovid 19 novel corona virus pandemic
Covid 19 novel corona virus pandemic
 
Korona crisis and 20 lakh crore self reliance scheme
Korona crisis and 20 lakh crore self reliance schemeKorona crisis and 20 lakh crore self reliance scheme
Korona crisis and 20 lakh crore self reliance scheme
 
Article on respected parmanand joshi ji
Article on respected parmanand joshi jiArticle on respected parmanand joshi ji
Article on respected parmanand joshi ji
 
Corona covid 19 lockdown request
Corona covid 19 lockdown requestCorona covid 19 lockdown request
Corona covid 19 lockdown request
 
Gram swarajya rural development
Gram swarajya rural developmentGram swarajya rural development
Gram swarajya rural development
 
Jain teerthankar vardhman mahaveer and contemporary problems
Jain teerthankar vardhman mahaveer and contemporary problemsJain teerthankar vardhman mahaveer and contemporary problems
Jain teerthankar vardhman mahaveer and contemporary problems
 
Critical analysis rajasthan government budget 2020
Critical analysis rajasthan government budget 2020Critical analysis rajasthan government budget 2020
Critical analysis rajasthan government budget 2020
 
Inspector raj in india
Inspector raj in indiaInspector raj in india
Inspector raj in india
 
Learning languages in school education
Learning languages in school educationLearning languages in school education
Learning languages in school education
 
Happiness class india school system (1)
Happiness class india school system (1)Happiness class india school system (1)
Happiness class india school system (1)
 
Korona virus tragedy
Korona virus tragedyKorona virus tragedy
Korona virus tragedy
 
Holi article trilok kumar jain
Holi article trilok kumar jainHoli article trilok kumar jain
Holi article trilok kumar jain
 
Covid 19 novel corona virus pandemic
Covid 19 novel corona virus pandemicCovid 19 novel corona virus pandemic
Covid 19 novel corona virus pandemic
 
Higher education in india hindi article (1)
Higher education in india hindi article (1)Higher education in india hindi article (1)
Higher education in india hindi article (1)
 
Republic day special hindi article (1)
Republic day special hindi article (1)Republic day special hindi article (1)
Republic day special hindi article (1)
 
Budget special article (1)
Budget special article (1)Budget special article (1)
Budget special article (1)
 

Recently uploaded

Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfSeasiaInfotech2
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 

Recently uploaded (20)

DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdf
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 

Basic Statistics For Non Commerce Students

  • 1. BASIC STATISTICS FOR NON COMMERCE STUDENTS by : DR. T.K. JAIN AFTERSCHO ☺ OL centre for social entrepreneurship sivakamu veterinary hospital road bikaner 334001 rajasthan, india [email_address] mobile : 91+9414430763
  • 2. Find geometric mean of 3,6,12 In order to find geometric mean, first multiply them together : 3*6*12 = 216 now find factors of 216: 2*2*2*3*3*3 thus we have 2 and 3 coming three times. We have 3 numbers so we will take up that factor which comes three times or triple root of 216 = 2*3 = 6 answer.
  • 3. Find harmonic mean of 4,6,10 In order to find harmonic mean, first use 1/4, 1/6 and 1/10, now add them : we get : (30+20+12)/120 = 62/120 now multiply it by 1/3 (as there are 3 numbers) : 62/360 now reverse it : 360/62 we get : 5.8 answer
  • 4. Find 2 regression equations from following data?
  • 5. STEPS IN REGRESSION Basic equation : Y = A + BX XY = AX+BX^2 in these equation, we have to find values of A and B. First of find out covariance and variance B = covariance / variance of x on the basis of B, find value of A.
  • 6. Steps in regression 1. find DX and DY – DX is difference in each value of X with reference to the average value in X and DY is difference of each value in Y from the average of Y. 2. Find DX^2, DY^2, DXDY. 3. the average of DX^2 is variance of X and average of DY^2 is variance of Y. Average of DXDY is covariance of X and Y. 4 divide covariance by variance of X we get B.
  • 7. solution.... Covariance in our example is : - .67 variance in our example : .67 thus B =-1 put the value of B in the first equation : Y = A + BX here Y (average of Y) = 3, and X = (average of X) = 3 thus : 3= A+(-1)*3, we get A = 6, thus our regression equation is ready.
  • 8. Given the regression equations : 3X+Y=13 and 2X+5Y=20, which is the regression equation of Y on X? First equation : Y = 13- 3X 2 nd equation : Y = 4-2/5X square roots of products of B should be between -1 and 1. so try : (-3 * -2/5) = (-) 1.20, its square root is : 1.09, so this is not possible. However, only 2 nd equation can be taken up as its value is .4 which is between -1 and 1.
  • 9. Given the following equation : 2x-3y = 10, 3x+4y=15, which is regression equation of X on Y? X = 5+3/2Y here B is 1.5 X = 5-4/3Y here B is -1.33 B should be between -1 and +1, so both the equations are not valid regression equations.
  • 10. Y on X is : Y =-2X+3 and that of X on Y is 8X=-Y+3, what is coefficient of correlation? B in the first equation is : -2 and in second equation is -1/8, now multiply them, we get : 1/4, which gives us ½ or .5 as answer. As both the values are negative, the answer should be -.05
  • 11. THANKS.... GIVE YOUR SUGGESTIONS AND JOIN AFTERSCHOOOL NETWORK / START AFTERSCHOOOL NETWORK IN YOUR CITY [email_address] PGPSE – WORLD'S MOST COMPREHENSIVE PROGRAMME IN SOCIAL ENTREPRENEURSHIP