100% de satisfacción garantizada Inmediatamente disponible después del pago Tanto en línea como en PDF No estas atado a nada
logo-home
Buscado previamente por ti
Buscado previamente por ti
logo
ISYE6414 (Regression) Midterm 2 Questions And Answers. $11.99
Añadir al carrito
Navegar rápidamente a
Vista previa
  2.  
  3. ISYE 6414
  4.  
  5. ISYE 6414

Examen

ISYE6414 (Regression) Midterm 2 Questions And Answers.
 0 veces vendidas
  • Grado
  • ISYE 6414
  • Institución
  • ISYE 6414

ISYE6414 (Regression) Midterm 2 Questions And Answers.ISYE6414 (Regression) Midterm 2 Questions And Answers.ISYE6414 (Regression) Midterm 2 Questions And Answers.ISYE6414 (Regression) Midterm 2 Questions And Answers.ISYE6414 (Regression) Midterm 2 Questions And Answers.ISYE6414 (Regression) Midterm...

[Mostrar más]

Vista previa 2 fuera de 15  páginas

Información del documento

  • 7 de septiembre de 2024
  • 15
  • 2024/2025
  • Examen
  • Preguntas y respuestas

Temas

  • isye6414 regression midterm 2 questions and answ

Escuela, estudio y materia

  • ISYE 6414
  • ISYE 6414

Vendedor

avatar-seller
Wisdoms

Comentarios recibidos

Vista previa del contenido

ISYE6414 (Regression) Midterm 2
Questions And Answers


What iis icooks idistance iused ifor? i- icorrect iAnswers i✔✔ i-It imeasures ihow imuch iall iof ithe ivalues iin
ithe iregression imodel ichange iwith ithe iith iobservation iis iremoved. iBasically iits ia itest ifor ioutliers




Rule iof ithumb: iD idenotes icooks idistance, iif iD iis i> i4/n

OR iD i> i1 ior iany ilarge iD ithen iit imay ibe ian ioutlier iand ishould ibe iremoved.

If ithe inormality iassumption idoes inot ihold, iwe ican ipursue ia itransformation iin ithe iresponse ivariable.
iT/F i- icorrect iAnswers i✔✔ i-True


If ithe ilinearity iassumption idoes inot ihold, iwe ican ipursue ia itransformation iin ithe iresponse ivariable.
iT/F i- icorrect iAnswers i✔✔ i-False, iwe ipursue ia itransformation iin ithe ipredictor ivariables.


R^2 iwill ialways iincrease iif iwe iadd imore ipredicting ivariables. iT/F i- icorrect iAnswers i✔✔ i-True

If iwe iwant ito icompare imodels iwith idifferent inumbers iof ipredicting ivariables, iwhat istatistic ishould
iwe iuse? i- icorrect iAnswers i✔✔ i-Adjusted iR^2 ibecause iit iadjusts ifor ithe inumber iof ipredicting
ivariables. iIt idoesn't iincrease iwhen iwe iadd imore ipredicting ivariables.


A istatistic ithat ieffectively isummarizes ihow iwell ithe iX's iare ilinearly irelated ito iY iis ithe icorrelation
icoefficient. iT/F i- icorrect iAnswers i✔✔ i-True


T/F i- iThe icorrelation icoefficient icannot ibe iused ito ievaluate ithe icorrelation ibetween ithe ipredicting
ivariables ifor idetecting i(near) ilinear idependence iamong ithe ivariables i(or imulticolinearity) i- icorrect
iAnswers i✔✔ i-False, iit iCAN


How ido iyou idiagnose imulticolinearity? i- icorrect iAnswers i✔✔ i-Calculate ithe iVIF i(variance iinflation
ifactor) ifor ieach ipredicting ivariable




VIF i= i1 i/ i(1 i- iR^2j)

, If iVIF i< imax(10, i1 i/ i(1- iR^2)) ithen iwe igot ia iproblem

If ia ivariable iis icorrelated ibut idoes inot ihave imulticolinearity, iis ithis ia iproblem? i- icorrect iAnswers
i✔✔ i-Not inecessarily ibruh


What idoes ithe iVIF imeasure i- icorrect iAnswers i✔✔ i-the iVIF imeasures ithe iproportional iincrease iin
ithe ivariance iof ibeta ihat icompared ito iwhat iit iwould ihave ibeen iif ithe ipredicting ivariables ihad ibeen
icompletely iuncorrelated.


True/False: iThe iresponse ivariable iin ilogistic iregression iis ia ibinary iresponse? i- icorrect iAnswers i✔✔ i-
True

True/False: iIn ilogistic iregression, iwe imodel ithe iprobability iof ia isuccess igiven ithe ipredicting
ivariables, inot ithe iresponse iitself. i- icorrect iAnswers i✔✔ i-True


What iare ithe iassumptions ifor ilogistic iregression? i- icorrect iAnswers i✔✔ i-Linearity iAssumption

Independence iAssumption

The iG-Link ifunction iis ia ilogit ifunction iAssumption

What iis ithe ilogit ifunction? i- icorrect iAnswers i✔✔ i-ratio ibetween ithe iprobability iof isuccess iover
iprobability iof ia ifailure. iSo ibasically iratio ibetween ilog iof iP iover i1-p


What iis ithe iinterpretation iof ithe ilogistic iregression icoefficient? i- icorrect iAnswers i✔✔ i-The ilog iof
ithe iodds iratio ifor ian iincrease iof ione iunit iin ithe ipredicting ivariable. iWe ido inot iinterpret ibeta iwith
irespect ito ithe iresponse ivariable ibut iwith irespect ito ithe iodds iof isuccess.


How imany iregression icoefficients iare ithere ifor ilogistic iregression? i- icorrect iAnswers i✔✔ i-Since
ithere iis ino ierror itime, iyou ihave iP i+ i1 iwith iintercept.


Logistic iregression iis idifferent ifrom istandard ilinear iregression iin ithat

a) iIt idoes inot ihave ian ierror iterm

b) iThe iresponse ivariable iis inot inormally idistributed.

c) iIt imodels iprobability iof ia iresponse iand inot ithe iexpectation iof ithe iresponse.

d) iAll iof ithe iabove. i- icorrect iAnswers i✔✔ i-d) iall iof ithe iabove

Which ione iis icorrect?

a) iThe ilogit ilink ifunction iis ithe ionly ilink ifunction ithat ican ibe iused ifor imodeling ibinary iresponse
idata.


b) iLogistic iregression imodels ithe iprobability iof ia isuccess igiven ia iset iof ipredicting ivariables.

Los beneficios de comprar resúmenes en Stuvia estan en línea:

Garantiza la calidad de los comentarios

Garantiza la calidad de los comentarios

Compradores de Stuvia evaluaron más de 700.000 resúmenes. Así estas seguro que compras los mejores documentos!

Compra fácil y rápido

Compra fácil y rápido

Puedes pagar rápidamente y en una vez con iDeal, tarjeta de crédito o con tu crédito de Stuvia. Sin tener que hacerte miembro.

Enfócate en lo más importante

Enfócate en lo más importante

Tus compañeros escriben los resúmenes. Por eso tienes la seguridad que tienes un resumen actual y confiable. Así llegas a la conclusión rapidamente!

Preguntas frecuentes

What do I get when I buy this document?

You get a PDF, available immediately after your purchase. The purchased document is accessible anytime, anywhere and indefinitely through your profile.

100% de satisfacción garantizada: ¿Cómo funciona?

Nuestra garantía de satisfacción le asegura que siempre encontrará un documento de estudio a tu medida. Tu rellenas un formulario y nuestro equipo de atención al cliente se encarga del resto.

Who am I buying this summary from?

Stuvia is a marketplace, so you are not buying this document from us, but from seller Wisdoms. Stuvia facilitates payment to the seller.

Will I be stuck with a subscription?

No, you only buy this summary for $11.99. You're not tied to anything after your purchase.

Can Stuvia be trusted?

4.6 stars on Google & Trustpilot (+1000 reviews)

45,681 summaries were sold in the last 30 days

Founded in 2010, the go-to place to buy summaries for 15 years now

Empieza a vender

Vistos recientemente

Examen ·

(0)

AK History Speedback 1 Questions and Answers Rated A

Examen ·

(0)

Michigan CDL Class A Exam Questions and Complete Solutions

Examen ·

(0)

CRCST PRACTICE TEST | Answered and Graded A+ 2024 Guide

Examen ·

(0)

MSF Written Test Questions & Answers Already Passed

Examen ·

(0)

NCE Exam - Research and Program Evaluation Correct 100%

Examen ·

(0)

PATHOPHYSIOLOGY EXAM 1 RASMUSSEN NUR 2063 Q&A 2023-2024

Examen ·

(0)

WGU C190 Biology Exam Questions and Answers (Graded A)

Examen ·

(0)

ATI RN MEDICAL SURGICAL PROCTORED EXAM 2019 Verified

Examen ·

(0)

Life In Ancient Guam Practice Study Guide Test 2024.

$11.99
  • (0)
Añadir al carrito
Añadido