Alignment Matrix – For each stated student learning outcome, where does the student have the opportunity to learn the outcome and where is student achievement of the outcome is assessed?
SLO/Required Courses/experiences (STAT) 
325, 340, 350

341, 351 
510 
511 
704 
705 
710,720, 722 
770,771 
700level applied electives 
Degree program SLO’s 









Demonstrate knowledge of the underlying principles, computational methods, and applications of: 









Calculusbased probability 


A 
X 



X 

Statistical inference 
X 
X 
X 
A 
X 
X 
X 
X 
X 
Analysis of variance 

X 

X 
A 
X 
X 

X 
Regression analysis 

X 

X 
X 
A 
X 

X 
Study design 
X 
X 


X 
X 
A 

X 
University SLO’s 









Knowledge 
X 
X 
A 
A 
A 
A 
A 
X 
X 
Critical thinking 
X 
X 
X 
X 
A 
A 
A 
X 
X 
Communication 
X 
X 


A 
A 
A 

X 
Diversity 
X 
X 







Academic and professional integrity 
X 
X 


X 
X 
A 

X 
Place an “X” for courses or experiences in which students have the opportunity to learn the outcome.
Place an “A” for courses or experiences in which student performance is used for program level assessment of the outcome.