SlideShare a Scribd company logo
1 of 7
Dummy variables
A dummy variable (also known as an
indicator variable, design variable,Boolean
indicator, categorical variable, binary
variable, or qualitative variable) is one
that takes the value 0 or 1 to indicate the
absence or presence of some categorical
effect that may be expected to shift the
outcome.
Types of dummy variable
Dependent dummy
Independent dummy
Dependent dummy variable:
Probit model
Tobit model
Logit model
Probit model:
The probit function is the
quantile function associated with the
standard normal distribution, which is
commonly denoted as N(0,1).It is a
bivariate model.
Tobit model:
The Tobit model is a statistical
modelproposed by James Tobin to
describe the relationship between a non-
negative dependent variable and an
independent variable.
It includes two results.They are
Probability of adoption
Intensity of adoption
Logit model:
The logit of a number p between 0
and 1 is given by the formula:
 Thank you…….

More Related Content

What's hot

Diagnostic Test of Applied Economics
 Diagnostic Test of Applied Economics Diagnostic Test of Applied Economics
Diagnostic Test of Applied EconomicsSuniya Sheikh
 
Dignostic Tests of Applied Economics
Dignostic  Tests of Applied EconomicsDignostic  Tests of Applied Economics
Dignostic Tests of Applied EconomicsSuniya Sheikh
 
Full anova and manova by ammara aftab
Full anova and manova by ammara aftabFull anova and manova by ammara aftab
Full anova and manova by ammara aftabUniversity of Karachi
 
MANOVA/ANOVA (July 2014 updated)
MANOVA/ANOVA (July 2014 updated)MANOVA/ANOVA (July 2014 updated)
MANOVA/ANOVA (July 2014 updated)Michael Ling
 
Econometrics chapter 5-two-variable-regression-interval-estimation-
Econometrics chapter 5-two-variable-regression-interval-estimation-Econometrics chapter 5-two-variable-regression-interval-estimation-
Econometrics chapter 5-two-variable-regression-interval-estimation-Alamin Milton
 
classification_methods-logistic regression Machine Learning
classification_methods-logistic regression Machine Learning classification_methods-logistic regression Machine Learning
classification_methods-logistic regression Machine Learning Shiraz316
 
Consumer behaviour towards buying cars
Consumer behaviour towards buying carsConsumer behaviour towards buying cars
Consumer behaviour towards buying carspiyoosh_09
 
Perspective of feature selection in bioinformatics
Perspective of feature selection in bioinformaticsPerspective of feature selection in bioinformatics
Perspective of feature selection in bioinformaticsGianluca Bontempi
 
Polynomial regression
Polynomial regressionPolynomial regression
Polynomial regressionnaveedaliabad
 
ML 60'~80' new paradigm 1
ML 60'~80' new paradigm 1ML 60'~80' new paradigm 1
ML 60'~80' new paradigm 1민석 김
 
Functional Forms of Regression Models | Eonomics
Functional Forms of Regression Models | EonomicsFunctional Forms of Regression Models | Eonomics
Functional Forms of Regression Models | EonomicsTransweb Global Inc
 
Chapter 01
Chapter 01Chapter 01
Chapter 01bmcfad01
 
Machine learning session4(linear regression)
Machine learning   session4(linear regression)Machine learning   session4(linear regression)
Machine learning session4(linear regression)Abhimanyu Dwivedi
 

What's hot (20)

Data Analyst - Interview Guide
Data Analyst - Interview GuideData Analyst - Interview Guide
Data Analyst - Interview Guide
 
Diagnostic Test of Applied Economics
 Diagnostic Test of Applied Economics Diagnostic Test of Applied Economics
Diagnostic Test of Applied Economics
 
Manova Report
Manova ReportManova Report
Manova Report
 
Dignostic Tests of Applied Economics
Dignostic  Tests of Applied EconomicsDignostic  Tests of Applied Economics
Dignostic Tests of Applied Economics
 
Two way anova+manova
Two way anova+manovaTwo way anova+manova
Two way anova+manova
 
Full anova and manova by ammara aftab
Full anova and manova by ammara aftabFull anova and manova by ammara aftab
Full anova and manova by ammara aftab
 
Manova
ManovaManova
Manova
 
MANOVA/ANOVA (July 2014 updated)
MANOVA/ANOVA (July 2014 updated)MANOVA/ANOVA (July 2014 updated)
MANOVA/ANOVA (July 2014 updated)
 
Econometrics chapter 5-two-variable-regression-interval-estimation-
Econometrics chapter 5-two-variable-regression-interval-estimation-Econometrics chapter 5-two-variable-regression-interval-estimation-
Econometrics chapter 5-two-variable-regression-interval-estimation-
 
classification_methods-logistic regression Machine Learning
classification_methods-logistic regression Machine Learning classification_methods-logistic regression Machine Learning
classification_methods-logistic regression Machine Learning
 
CFA Fit Statistics
CFA Fit StatisticsCFA Fit Statistics
CFA Fit Statistics
 
Consumer behaviour towards buying cars
Consumer behaviour towards buying carsConsumer behaviour towards buying cars
Consumer behaviour towards buying cars
 
Perspective of feature selection in bioinformatics
Perspective of feature selection in bioinformaticsPerspective of feature selection in bioinformatics
Perspective of feature selection in bioinformatics
 
Polynomial regression
Polynomial regressionPolynomial regression
Polynomial regression
 
ML 60'~80' new paradigm 1
ML 60'~80' new paradigm 1ML 60'~80' new paradigm 1
ML 60'~80' new paradigm 1
 
Chapter 14
Chapter 14 Chapter 14
Chapter 14
 
Manova
ManovaManova
Manova
 
Functional Forms of Regression Models | Eonomics
Functional Forms of Regression Models | EonomicsFunctional Forms of Regression Models | Eonomics
Functional Forms of Regression Models | Eonomics
 
Chapter 01
Chapter 01Chapter 01
Chapter 01
 
Machine learning session4(linear regression)
Machine learning   session4(linear regression)Machine learning   session4(linear regression)
Machine learning session4(linear regression)
 

More from Sakthivel R

Thermal remote sensing
Thermal remote sensingThermal remote sensing
Thermal remote sensingSakthivel R
 
Remote sensing and gis for monitoring vector borne diseases
Remote sensing and gis for monitoring vector borne diseasesRemote sensing and gis for monitoring vector borne diseases
Remote sensing and gis for monitoring vector borne diseasesSakthivel R
 
Python in geospatial analysis
Python in geospatial analysisPython in geospatial analysis
Python in geospatial analysisSakthivel R
 
c,c++,java and python in gis development
c,c++,java and python in gis developmentc,c++,java and python in gis development
c,c++,java and python in gis developmentSakthivel R
 
How to write an article
How to write an articleHow to write an article
How to write an articleSakthivel R
 
Fundamental analysis of silver
Fundamental analysis of silverFundamental analysis of silver
Fundamental analysis of silverSakthivel R
 
Climate change in agriculture
Climate change in agricultureClimate change in agriculture
Climate change in agricultureSakthivel R
 
consumer buying behaviour
consumer buying behaviourconsumer buying behaviour
consumer buying behaviourSakthivel R
 
Transgenics in biotic stress management
Transgenics in biotic stress managementTransgenics in biotic stress management
Transgenics in biotic stress managementSakthivel R
 
Scm in agrofood industries
Scm in agrofood industriesScm in agrofood industries
Scm in agrofood industriesSakthivel R
 
Privatization in agriculture
Privatization in agriculturePrivatization in agriculture
Privatization in agricultureSakthivel R
 
Price spread and marketing efficiency
Price spread and marketing efficiencyPrice spread and marketing efficiency
Price spread and marketing efficiencySakthivel R
 
Man made disasters
Man made disastersMan made disasters
Man made disastersSakthivel R
 

More from Sakthivel R (20)

Thermal remote sensing
Thermal remote sensingThermal remote sensing
Thermal remote sensing
 
Remote sensing and gis for monitoring vector borne diseases
Remote sensing and gis for monitoring vector borne diseasesRemote sensing and gis for monitoring vector borne diseases
Remote sensing and gis for monitoring vector borne diseases
 
Bhuvan
BhuvanBhuvan
Bhuvan
 
Python in geospatial analysis
Python in geospatial analysisPython in geospatial analysis
Python in geospatial analysis
 
c,c++,java and python in gis development
c,c++,java and python in gis developmentc,c++,java and python in gis development
c,c++,java and python in gis development
 
Lms moodle
Lms moodleLms moodle
Lms moodle
 
Real time pcr
Real time  pcrReal time  pcr
Real time pcr
 
How to write an article
How to write an articleHow to write an article
How to write an article
 
Fundamental analysis of silver
Fundamental analysis of silverFundamental analysis of silver
Fundamental analysis of silver
 
Climate change in agriculture
Climate change in agricultureClimate change in agriculture
Climate change in agriculture
 
consumer buying behaviour
consumer buying behaviourconsumer buying behaviour
consumer buying behaviour
 
Transposons
TransposonsTransposons
Transposons
 
Transgenics in biotic stress management
Transgenics in biotic stress managementTransgenics in biotic stress management
Transgenics in biotic stress management
 
Seed drying
Seed dryingSeed drying
Seed drying
 
Scm in agrofood industries
Scm in agrofood industriesScm in agrofood industries
Scm in agrofood industries
 
Probit model
Probit modelProbit model
Probit model
 
Privatization in agriculture
Privatization in agriculturePrivatization in agriculture
Privatization in agriculture
 
Price spread and marketing efficiency
Price spread and marketing efficiencyPrice spread and marketing efficiency
Price spread and marketing efficiency
 
m - commerce
m - commercem - commerce
m - commerce
 
Man made disasters
Man made disastersMan made disasters
Man made disasters
 

Recently uploaded

Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure serviceCall US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure servicePooja Nehwal
 
The Economic History of the U.S. Lecture 19.pdf
The Economic History of the U.S. Lecture 19.pdfThe Economic History of the U.S. Lecture 19.pdf
The Economic History of the U.S. Lecture 19.pdfGale Pooley
 
Pooja 9892124323 : Call Girl in Juhu Escorts Service Free Home Delivery
Pooja 9892124323 : Call Girl in Juhu Escorts Service Free Home DeliveryPooja 9892124323 : Call Girl in Juhu Escorts Service Free Home Delivery
Pooja 9892124323 : Call Girl in Juhu Escorts Service Free Home DeliveryPooja Nehwal
 
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...ssifa0344
 
The Economic History of the U.S. Lecture 20.pdf
The Economic History of the U.S. Lecture 20.pdfThe Economic History of the U.S. Lecture 20.pdf
The Economic History of the U.S. Lecture 20.pdfGale Pooley
 
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...Call Girls in Nagpur High Profile
 
The Economic History of the U.S. Lecture 21.pdf
The Economic History of the U.S. Lecture 21.pdfThe Economic History of the U.S. Lecture 21.pdf
The Economic History of the U.S. Lecture 21.pdfGale Pooley
 
The Economic History of the U.S. Lecture 22.pdf
The Economic History of the U.S. Lecture 22.pdfThe Economic History of the U.S. Lecture 22.pdf
The Economic History of the U.S. Lecture 22.pdfGale Pooley
 
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Bookingroncy bisnoi
 
Top Rated Pune Call Girls Viman Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Sex...
Top Rated  Pune Call Girls Viman Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Sex...Top Rated  Pune Call Girls Viman Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Sex...
Top Rated Pune Call Girls Viman Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Sex...Call Girls in Nagpur High Profile
 
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur EscortsHigh Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
The Economic History of the U.S. Lecture 17.pdf
The Economic History of the U.S. Lecture 17.pdfThe Economic History of the U.S. Lecture 17.pdf
The Economic History of the U.S. Lecture 17.pdfGale Pooley
 
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...Pooja Nehwal
 
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service NashikHigh Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
The Economic History of the U.S. Lecture 26.pdf
The Economic History of the U.S. Lecture 26.pdfThe Economic History of the U.S. Lecture 26.pdf
The Economic History of the U.S. Lecture 26.pdfGale Pooley
 

Recently uploaded (20)

Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure serviceCall US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
 
(Vedika) Low Rate Call Girls in Pune Call Now 8250077686 Pune Escorts 24x7
(Vedika) Low Rate Call Girls in Pune Call Now 8250077686 Pune Escorts 24x7(Vedika) Low Rate Call Girls in Pune Call Now 8250077686 Pune Escorts 24x7
(Vedika) Low Rate Call Girls in Pune Call Now 8250077686 Pune Escorts 24x7
 
VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...
VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...
VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...
 
The Economic History of the U.S. Lecture 19.pdf
The Economic History of the U.S. Lecture 19.pdfThe Economic History of the U.S. Lecture 19.pdf
The Economic History of the U.S. Lecture 19.pdf
 
Pooja 9892124323 : Call Girl in Juhu Escorts Service Free Home Delivery
Pooja 9892124323 : Call Girl in Juhu Escorts Service Free Home DeliveryPooja 9892124323 : Call Girl in Juhu Escorts Service Free Home Delivery
Pooja 9892124323 : Call Girl in Juhu Escorts Service Free Home Delivery
 
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...
 
The Economic History of the U.S. Lecture 20.pdf
The Economic History of the U.S. Lecture 20.pdfThe Economic History of the U.S. Lecture 20.pdf
The Economic History of the U.S. Lecture 20.pdf
 
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...
 
The Economic History of the U.S. Lecture 21.pdf
The Economic History of the U.S. Lecture 21.pdfThe Economic History of the U.S. Lecture 21.pdf
The Economic History of the U.S. Lecture 21.pdf
 
The Economic History of the U.S. Lecture 22.pdf
The Economic History of the U.S. Lecture 22.pdfThe Economic History of the U.S. Lecture 22.pdf
The Economic History of the U.S. Lecture 22.pdf
 
VIP Call Girl Service Andheri West ⚡ 9920725232 What It Takes To Be The Best ...
VIP Call Girl Service Andheri West ⚡ 9920725232 What It Takes To Be The Best ...VIP Call Girl Service Andheri West ⚡ 9920725232 What It Takes To Be The Best ...
VIP Call Girl Service Andheri West ⚡ 9920725232 What It Takes To Be The Best ...
 
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
 
Top Rated Pune Call Girls Viman Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Sex...
Top Rated  Pune Call Girls Viman Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Sex...Top Rated  Pune Call Girls Viman Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Sex...
Top Rated Pune Call Girls Viman Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Sex...
 
VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...
VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...
VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...
 
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur EscortsHigh Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
High Class Call Girls Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
 
The Economic History of the U.S. Lecture 17.pdf
The Economic History of the U.S. Lecture 17.pdfThe Economic History of the U.S. Lecture 17.pdf
The Economic History of the U.S. Lecture 17.pdf
 
Veritas Interim Report 1 January–31 March 2024
Veritas Interim Report 1 January–31 March 2024Veritas Interim Report 1 January–31 March 2024
Veritas Interim Report 1 January–31 March 2024
 
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...
Dharavi Russian callg Girls, { 09892124323 } || Call Girl In Mumbai ...
 
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service NashikHigh Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
High Class Call Girls Nashik Maya 7001305949 Independent Escort Service Nashik
 
The Economic History of the U.S. Lecture 26.pdf
The Economic History of the U.S. Lecture 26.pdfThe Economic History of the U.S. Lecture 26.pdf
The Economic History of the U.S. Lecture 26.pdf
 

linear probit model

  • 1.
  • 2. Dummy variables A dummy variable (also known as an indicator variable, design variable,Boolean indicator, categorical variable, binary variable, or qualitative variable) is one that takes the value 0 or 1 to indicate the absence or presence of some categorical effect that may be expected to shift the outcome.
  • 3. Types of dummy variable Dependent dummy Independent dummy Dependent dummy variable: Probit model Tobit model Logit model
  • 4. Probit model: The probit function is the quantile function associated with the standard normal distribution, which is commonly denoted as N(0,1).It is a bivariate model.
  • 5. Tobit model: The Tobit model is a statistical modelproposed by James Tobin to describe the relationship between a non- negative dependent variable and an independent variable. It includes two results.They are Probability of adoption Intensity of adoption
  • 6. Logit model: The logit of a number p between 0 and 1 is given by the formula: