SlideShare a Scribd company logo
1 of 1
Download to read offline
Python code for this linear regression. yihat is in a matrix Yhat, and yi is in a matrix Y. N and D
are dimensions of the matrix Y,. 3.1 Compute the standard deviation of the output
^Y=ND11i=1N(yiy^i)2 [ ]: sigmahaty = [ ]:

More Related Content

More from alsofshionchennai

Project ScenarioPecos Company acquired 100 percent of Suaros outs.pdf
Project ScenarioPecos Company acquired 100 percent of Suaros outs.pdfProject ScenarioPecos Company acquired 100 percent of Suaros outs.pdf
Project ScenarioPecos Company acquired 100 percent of Suaros outs.pdfalsofshionchennai
 
Professor Jones is very particular when it comes to his morning coff.pdf
Professor Jones is very particular when it comes to his morning coff.pdfProfessor Jones is very particular when it comes to his morning coff.pdf
Professor Jones is very particular when it comes to his morning coff.pdfalsofshionchennai
 
Program Specifications ( please show full working code that builds s.pdf
Program Specifications ( please show full working code that builds s.pdfProgram Specifications ( please show full working code that builds s.pdf
Program Specifications ( please show full working code that builds s.pdfalsofshionchennai
 
Productos m�dicos de Penner El lunes 14 de abril, Neil Bennett, Ge.pdf
Productos m�dicos de Penner El lunes 14 de abril, Neil Bennett, Ge.pdfProductos m�dicos de Penner El lunes 14 de abril, Neil Bennett, Ge.pdf
Productos m�dicos de Penner El lunes 14 de abril, Neil Bennett, Ge.pdfalsofshionchennai
 
P�Pa+Ba Hice bit Holndsiteur soors places at Non bed.pdf
P�Pa+Ba Hice bit Holndsiteur soors places at Non bed.pdfP�Pa+Ba Hice bit Holndsiteur soors places at Non bed.pdf
P�Pa+Ba Hice bit Holndsiteur soors places at Non bed.pdfalsofshionchennai
 
Q1.7. What would happen if you could magically turn off decompositio.pdf
Q1.7. What would happen if you could magically turn off decompositio.pdfQ1.7. What would happen if you could magically turn off decompositio.pdf
Q1.7. What would happen if you could magically turn off decompositio.pdfalsofshionchennai
 
Progressive Corporation (a property and casualty insurance company) .pdf
Progressive Corporation (a property and casualty insurance company) .pdfProgressive Corporation (a property and casualty insurance company) .pdf
Progressive Corporation (a property and casualty insurance company) .pdfalsofshionchennai
 
Q1. (a) Briefly introduce how Force-directed algorithms encode netwo.pdf
Q1. (a) Briefly introduce how Force-directed algorithms encode netwo.pdfQ1. (a) Briefly introduce how Force-directed algorithms encode netwo.pdf
Q1. (a) Briefly introduce how Force-directed algorithms encode netwo.pdfalsofshionchennai
 
Q1. part A. can we use if statement and skip else part(ye.pdf
Q1. part A. can we use if statement and skip else part(ye.pdfQ1. part A. can we use if statement and skip else part(ye.pdf
Q1. part A. can we use if statement and skip else part(ye.pdfalsofshionchennai
 
Q1. Fiscal policy is often focused on replacing spending that is no.pdf
Q1.  Fiscal policy is often focused on replacing spending that is no.pdfQ1.  Fiscal policy is often focused on replacing spending that is no.pdf
Q1. Fiscal policy is often focused on replacing spending that is no.pdfalsofshionchennai
 
Q1 Which of the following would be considered a transport epithelium.pdf
Q1 Which of the following would be considered a transport epithelium.pdfQ1 Which of the following would be considered a transport epithelium.pdf
Q1 Which of the following would be considered a transport epithelium.pdfalsofshionchennai
 
Q1 Find two thoracic vertebrae that fit together and identify .pdf
Q1 Find two thoracic vertebrae that fit together and identify .pdfQ1 Find two thoracic vertebrae that fit together and identify .pdf
Q1 Find two thoracic vertebrae that fit together and identify .pdfalsofshionchennai
 
Q-1. �El FMI a menudo es visto como el prestamista de �ltimo recurso.pdf
Q-1. �El FMI a menudo es visto como el prestamista de �ltimo recurso.pdfQ-1. �El FMI a menudo es visto como el prestamista de �ltimo recurso.pdf
Q-1. �El FMI a menudo es visto como el prestamista de �ltimo recurso.pdfalsofshionchennai
 
Q1 Write an MPI program that can measure the time for sending and r.pdf
Q1 Write an MPI program that can measure the time for sending and r.pdfQ1 Write an MPI program that can measure the time for sending and r.pdf
Q1 Write an MPI program that can measure the time for sending and r.pdfalsofshionchennai
 
Q1 Choose only three of the following theories and provide proof..pdf
Q1 Choose only three of the following theories and provide proof..pdfQ1 Choose only three of the following theories and provide proof..pdf
Q1 Choose only three of the following theories and provide proof..pdfalsofshionchennai
 
P[Y1] (b) P[Y1] (d) P[Y2] (f) P[Y=3].pdf
P[Y1] (b) P[Y1] (d) P[Y2] (f) P[Y=3].pdfP[Y1] (b) P[Y1] (d) P[Y2] (f) P[Y=3].pdf
P[Y1] (b) P[Y1] (d) P[Y2] (f) P[Y=3].pdfalsofshionchennai
 
Q Differentiate between data, information, and knowledge.pdf
Q Differentiate between data, information, and knowledge.pdfQ Differentiate between data, information, and knowledge.pdf
Q Differentiate between data, information, and knowledge.pdfalsofshionchennai
 
Python programUse this list of friends and agesFriends = [ St.pdf
Python programUse this list of friends and agesFriends = [ St.pdfPython programUse this list of friends and agesFriends = [ St.pdf
Python programUse this list of friends and agesFriends = [ St.pdfalsofshionchennai
 
PYTHON ONLY Define a function named swap_values that takes four inte.pdf
PYTHON ONLY Define a function named swap_values that takes four inte.pdfPYTHON ONLY Define a function named swap_values that takes four inte.pdf
PYTHON ONLY Define a function named swap_values that takes four inte.pdfalsofshionchennai
 
Problema 2-6 Sueldos y salarios (LO 2.2) Indique si cada uno de los .pdf
Problema 2-6 Sueldos y salarios (LO 2.2) Indique si cada uno de los .pdfProblema 2-6 Sueldos y salarios (LO 2.2) Indique si cada uno de los .pdf
Problema 2-6 Sueldos y salarios (LO 2.2) Indique si cada uno de los .pdfalsofshionchennai
 

More from alsofshionchennai (20)

Project ScenarioPecos Company acquired 100 percent of Suaros outs.pdf
Project ScenarioPecos Company acquired 100 percent of Suaros outs.pdfProject ScenarioPecos Company acquired 100 percent of Suaros outs.pdf
Project ScenarioPecos Company acquired 100 percent of Suaros outs.pdf
 
Professor Jones is very particular when it comes to his morning coff.pdf
Professor Jones is very particular when it comes to his morning coff.pdfProfessor Jones is very particular when it comes to his morning coff.pdf
Professor Jones is very particular when it comes to his morning coff.pdf
 
Program Specifications ( please show full working code that builds s.pdf
Program Specifications ( please show full working code that builds s.pdfProgram Specifications ( please show full working code that builds s.pdf
Program Specifications ( please show full working code that builds s.pdf
 
Productos m�dicos de Penner El lunes 14 de abril, Neil Bennett, Ge.pdf
Productos m�dicos de Penner El lunes 14 de abril, Neil Bennett, Ge.pdfProductos m�dicos de Penner El lunes 14 de abril, Neil Bennett, Ge.pdf
Productos m�dicos de Penner El lunes 14 de abril, Neil Bennett, Ge.pdf
 
P�Pa+Ba Hice bit Holndsiteur soors places at Non bed.pdf
P�Pa+Ba Hice bit Holndsiteur soors places at Non bed.pdfP�Pa+Ba Hice bit Holndsiteur soors places at Non bed.pdf
P�Pa+Ba Hice bit Holndsiteur soors places at Non bed.pdf
 
Q1.7. What would happen if you could magically turn off decompositio.pdf
Q1.7. What would happen if you could magically turn off decompositio.pdfQ1.7. What would happen if you could magically turn off decompositio.pdf
Q1.7. What would happen if you could magically turn off decompositio.pdf
 
Progressive Corporation (a property and casualty insurance company) .pdf
Progressive Corporation (a property and casualty insurance company) .pdfProgressive Corporation (a property and casualty insurance company) .pdf
Progressive Corporation (a property and casualty insurance company) .pdf
 
Q1. (a) Briefly introduce how Force-directed algorithms encode netwo.pdf
Q1. (a) Briefly introduce how Force-directed algorithms encode netwo.pdfQ1. (a) Briefly introduce how Force-directed algorithms encode netwo.pdf
Q1. (a) Briefly introduce how Force-directed algorithms encode netwo.pdf
 
Q1. part A. can we use if statement and skip else part(ye.pdf
Q1. part A. can we use if statement and skip else part(ye.pdfQ1. part A. can we use if statement and skip else part(ye.pdf
Q1. part A. can we use if statement and skip else part(ye.pdf
 
Q1. Fiscal policy is often focused on replacing spending that is no.pdf
Q1.  Fiscal policy is often focused on replacing spending that is no.pdfQ1.  Fiscal policy is often focused on replacing spending that is no.pdf
Q1. Fiscal policy is often focused on replacing spending that is no.pdf
 
Q1 Which of the following would be considered a transport epithelium.pdf
Q1 Which of the following would be considered a transport epithelium.pdfQ1 Which of the following would be considered a transport epithelium.pdf
Q1 Which of the following would be considered a transport epithelium.pdf
 
Q1 Find two thoracic vertebrae that fit together and identify .pdf
Q1 Find two thoracic vertebrae that fit together and identify .pdfQ1 Find two thoracic vertebrae that fit together and identify .pdf
Q1 Find two thoracic vertebrae that fit together and identify .pdf
 
Q-1. �El FMI a menudo es visto como el prestamista de �ltimo recurso.pdf
Q-1. �El FMI a menudo es visto como el prestamista de �ltimo recurso.pdfQ-1. �El FMI a menudo es visto como el prestamista de �ltimo recurso.pdf
Q-1. �El FMI a menudo es visto como el prestamista de �ltimo recurso.pdf
 
Q1 Write an MPI program that can measure the time for sending and r.pdf
Q1 Write an MPI program that can measure the time for sending and r.pdfQ1 Write an MPI program that can measure the time for sending and r.pdf
Q1 Write an MPI program that can measure the time for sending and r.pdf
 
Q1 Choose only three of the following theories and provide proof..pdf
Q1 Choose only three of the following theories and provide proof..pdfQ1 Choose only three of the following theories and provide proof..pdf
Q1 Choose only three of the following theories and provide proof..pdf
 
P[Y1] (b) P[Y1] (d) P[Y2] (f) P[Y=3].pdf
P[Y1] (b) P[Y1] (d) P[Y2] (f) P[Y=3].pdfP[Y1] (b) P[Y1] (d) P[Y2] (f) P[Y=3].pdf
P[Y1] (b) P[Y1] (d) P[Y2] (f) P[Y=3].pdf
 
Q Differentiate between data, information, and knowledge.pdf
Q Differentiate between data, information, and knowledge.pdfQ Differentiate between data, information, and knowledge.pdf
Q Differentiate between data, information, and knowledge.pdf
 
Python programUse this list of friends and agesFriends = [ St.pdf
Python programUse this list of friends and agesFriends = [ St.pdfPython programUse this list of friends and agesFriends = [ St.pdf
Python programUse this list of friends and agesFriends = [ St.pdf
 
PYTHON ONLY Define a function named swap_values that takes four inte.pdf
PYTHON ONLY Define a function named swap_values that takes four inte.pdfPYTHON ONLY Define a function named swap_values that takes four inte.pdf
PYTHON ONLY Define a function named swap_values that takes four inte.pdf
 
Problema 2-6 Sueldos y salarios (LO 2.2) Indique si cada uno de los .pdf
Problema 2-6 Sueldos y salarios (LO 2.2) Indique si cada uno de los .pdfProblema 2-6 Sueldos y salarios (LO 2.2) Indique si cada uno de los .pdf
Problema 2-6 Sueldos y salarios (LO 2.2) Indique si cada uno de los .pdf
 

Recently uploaded

Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfFraming an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfUjwalaBharambe
 
Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdf
Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdfEnzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdf
Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdfSumit Tiwari
 
internship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerinternship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerunnathinaik
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptxVS Mahajan Coaching Centre
 
Meghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentMeghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentInMediaRes1
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)eniolaolutunde
 
DATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersDATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersSabitha Banu
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentInMediaRes1
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Educationpboyjonauth
 
Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...jaredbarbolino94
 
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
 
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Biting mechanism of poisonous snakes.pdf
Biting mechanism of poisonous snakes.pdfBiting mechanism of poisonous snakes.pdf
Biting mechanism of poisonous snakes.pdfadityarao40181
 
Pharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfPharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfMahmoud M. Sallam
 
Capitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptxCapitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptxCapitolTechU
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon AUnboundStockton
 

Recently uploaded (20)

ESSENTIAL of (CS/IT/IS) class 06 (database)
ESSENTIAL of (CS/IT/IS) class 06 (database)ESSENTIAL of (CS/IT/IS) class 06 (database)
ESSENTIAL of (CS/IT/IS) class 06 (database)
 
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdfFraming an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
Framing an Appropriate Research Question 6b9b26d93da94caf993c038d9efcdedb.pdf
 
Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdf
Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdfEnzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdf
Enzyme, Pharmaceutical Aids, Miscellaneous Last Part of Chapter no 5th.pdf
 
internship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerinternship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developer
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
 
Meghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media ComponentMeghan Sutherland In Media Res Media Component
Meghan Sutherland In Media Res Media Component
 
9953330565 Low Rate Call Girls In Rohini Delhi NCR
9953330565 Low Rate Call Girls In Rohini  Delhi NCR9953330565 Low Rate Call Girls In Rohini  Delhi NCR
9953330565 Low Rate Call Girls In Rohini Delhi NCR
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
DATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginnersDATA STRUCTURE AND ALGORITHM for beginners
DATA STRUCTURE AND ALGORITHM for beginners
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media Component
 
Introduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher EducationIntroduction to ArtificiaI Intelligence in Higher Education
Introduction to ArtificiaI Intelligence in Higher Education
 
Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...Historical philosophical, theoretical, and legal foundations of special and i...
Historical philosophical, theoretical, and legal foundations of special and i...
 
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
 
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
 
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
call girls in Kamla Market (DELHI) 🔝 >༒9953330565🔝 genuine Escort Service 🔝✔️✔️
 
Biting mechanism of poisonous snakes.pdf
Biting mechanism of poisonous snakes.pdfBiting mechanism of poisonous snakes.pdf
Biting mechanism of poisonous snakes.pdf
 
Pharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfPharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdf
 
Capitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptxCapitol Tech U Doctoral Presentation - April 2024.pptx
Capitol Tech U Doctoral Presentation - April 2024.pptx
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon A
 
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
 

Python code for this linear regression. yihat is in a matrix Yhat, a.pdf

  • 1. Python code for this linear regression. yihat is in a matrix Yhat, and yi is in a matrix Y. N and D are dimensions of the matrix Y,. 3.1 Compute the standard deviation of the output ^Y=ND11i=1N(yiy^i)2 [ ]: sigmahaty = [ ]: