University of Waterloo (UW )
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Majors at University of Waterloo (UW )
Notes available for the following studies at University of Waterloo (UW )
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Biology 13
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Chemistry 2
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Computational Mathematics 1
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ECON MISC 1
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Environmental studies 1
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General Engineering 1
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Geomatics 2
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Health 1
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HESI EXIT RN 1
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Kinesiology 3
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Mathematics 4
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Pharmacy 8
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PLAN 34 2
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Sociology 1
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STAT 2
Latest notes & summaries University of Waterloo (UW )
bio notes
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University of Waterloo•BIOL373
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bio notes
biology notes of neurology, orthodox and dermatology
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University of Waterloo•BIOL373
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biology notes of neurology, orthodox and dermatology
Good to have for GEOG 371 midterm review
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University of Waterloo•GEOG 371
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Good to have for GEOG 371 midterm review
In depth GEOG 371 review notes
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University of Waterloo•GEOG 371
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In depth GEOG 371 review notes
Stat 431 ASSIGNMENT 3 SOLUTIONS 
1. (a) Given the tolerance distribution, the probability of response the dose x is 
π(x) = Zx 
−∞ 
exp((u − µ)/δ) 
δ(1 + exp((u − µ)/δ) 
2 
du 
= 
exp((x − µ)/δ) 
1 + exp((x − µ)/δ) 
⇒ log π(x) 
1 − π(x) 
= − 
µ 
δ 
+ 
1 
δ 
x 
This implies that it is most appropriate to choose a logistic link function. 
(b) The binary logistic regression model is 
log π(x) 
1 − π(x) 
= β0 + β1x 
where β0 = − 
µ 
δ 
and β1 = 
1 
δ 
. ...
- Exam (elaborations)
- • 7 pages's •
-
University of Waterloo•STAT 431
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Stat 431 ASSIGNMENT 3 SOLUTIONS 
1. (a) Given the tolerance distribution, the probability of response the dose x is 
π(x) = Zx 
−∞ 
exp((u − µ)/δ) 
δ(1 + exp((u − µ)/δ) 
2 
du 
= 
exp((x − µ)/δ) 
1 + exp((x − µ)/δ) 
⇒ log π(x) 
1 − π(x) 
= − 
µ 
δ 
+ 
1 
δ 
x 
This implies that it is most appropriate to choose a logistic link function. 
(b) The binary logistic regression model is 
log π(x) 
1 − π(x) 
= β0 + β1x 
where β0 = − 
µ 
δ 
and β1 = 
1 
δ 
. ...
Stat 431 Assignment 3 solutions 
1. [ 12 marks] 
(a) We start by fitting the interaction model 
logit(πi) = β0 + β1xi1 + β2xi2 + β3xi1xi2 
The Wald-test for H0 : β3 (coefficient of interaction term) gives a p−value << 0.05, 
hence we can not drop the interaction term. Since we can not further simplify this 
model, it is the best logit model we can fit. [2] 
cells<-("", header=T) 
cells$resp<-cbind(cells$Cell, 200-cells$Cell) 
fit1<-glm(resp~tnf+ifn+tnf*ifn, family=binomi...
- Exam (elaborations)
- • 12 pages's •
-
University of Waterloo•STAT 431
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Stat 431 Assignment 3 solutions 
1. [ 12 marks] 
(a) We start by fitting the interaction model 
logit(πi) = β0 + β1xi1 + β2xi2 + β3xi1xi2 
The Wald-test for H0 : β3 (coefficient of interaction term) gives a p−value << 0.05, 
hence we can not drop the interaction term. Since we can not further simplify this 
model, it is the best logit model we can fit. [2] 
cells<-("", header=T) 
cells$resp<-cbind(cells$Cell, 200-cells$Cell) 
fit1<-glm(resp~tnf+ifn+tnf*ifn, family=binomi...
This is a completed midterm of a student in the year 2015 for the course stat230.
- Exam (elaborations)
- • 7 pages's •
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University of Waterloo•STAT230
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This is a completed midterm of a student in the year 2015 for the course stat230.
This is a completed midterm of a student in the year 2015 for the course stat230.
- Exam (elaborations)
- • 7 pages's •
-
University of Waterloo•STAT230
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This is a completed midterm of a student in the year 2015 for the course stat230.
Sociology books notes - A comprehensive introduction to the many dimensions of social life, Sociology: A Canadian Perspective, third edition, offers a detailed overview of sociological theory and Canadian society. Concepts and theory with the most up-to-date research, historical events, and life-course examples to create a rich learning experience.
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University of Waterloo•Sociology
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Sociology books notes - A comprehensive introduction to the many dimensions of social life, Sociology: A Canadian Perspective, third edition, offers a detailed overview of sociological theory and Canadian society. Concepts and theory with the most up-to-date research, historical events, and life-course examples to create a rich learning experience.
KIN204 Lab Practical Review
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University of Waterloo•KIN204
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KIN204 Lab Practical Review