The Soybeans data fileatthebookswebsiteshowsresultsofanexperiment22 to comparethe proportionsofsoybeanseedsthathavehealthyradicleofatleast2 mm after beingwrapped with wetgerminatingpaperundertreatmentAof25degreesCelsiusfor24hoursandunder treatmentBof20degreesCelsiusfor48hours.Thedatafilehasresultsfromaprivatelab and apubliclab(NationalInstituteofAgriculturalTechnologyinArgentina)ofthenumberof successes y
Question:
The Soybeans data fileatthebook’swebsiteshowsresultsofanexperiment22 to comparethe proportionsofsoybeanseedsthathavehealthyradicleofatleast2 mm after beingwrapped with wetgerminatingpaperundertreatmentAof25degreesCelsiusfor24hoursandunder treatmentBof20degreesCelsiusfor48hours.Thedatafilehasresultsfromaprivatelab and apubliclab(NationalInstituteofAgriculturalTechnologyinArgentina)ofthenumberof successes y out of n = 50 seeds for4replicatesand12cultivarsforeachtreatment.
(a) Statingassumptions,fitaGLMwithidentitylinkfunctiontomodeltheprobabilityof success intermsoftreatmentandlab.Interprettheestimatedtreatmenteffect.
(b) Showthatsignificantinteractionexistswhenweusethelogitlinkfunctionbutnotwith the identitylink.(So,itisplausiblethatthetwolabshavethesamedifferenceinsuccess probabilities betweenthetreatmentsbutnotthesameoddsratio;seeExercise7.33)
Step by Step Answer:
Foundations Of Statistics For Data Scientists With R And Python
ISBN: 9780367748456
1st Edition
Authors: Alan Agresti