(Updated 04/11/2026) - email questions to nmimoto@uakron.edu -
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Fall 2026 Stats Upper-Level Offerings
STAT:451/551 Theo Stats I TR 5:15-6:30, Datta
STAT:480/580 Stat Data Mgmt TR 3:30-4:45, Ye
STAT:484/584 Intro to Mach Lrng W 3:30-4:45 (50% online), Mimoto
STAT:486/586 Spatial-temporal TR 12:15-1:30, Ye
STAT:495/595 Stat Consulting TR 2:00-2:50, Ye
STAT:665 Regression MW 5:15-6:30, Einsporn
Spring 2027 offerings (tentative)
STAT:452/552 Theo Stats II TR 5:15-6:30
STAT:462/562 Reg+ ANOVA MW 11:00-12:40
STAT:470/570 Biostat/Epidemiology (TBA)
STAT:471/571 Intro to Act Sci W 3:30-4:45 (50% online)
STAT:477/577 Time Series W 3:30-4:45 (50% online)
STAT:485/585 Decision Trees (TBA)
STAT:495/595 Stat Consulting TR 2:00-2:50
STAT:663 Exp Design MW 5:15-6:30
For Stats - Actuarial Science Major
ACCT:250 Spreadsheet Modeling and Decision Analysis
(must to have completed 24cr to enroll)
This is Intro-to-Excel class from College of Business.
It is not officially listed as Stats core requirement,
but it is a very good idea for all Stats major to take this class.
Offered every semester.
ISM:324 Database Management for Information Systems (3 Units)
(48 completed hours and [admission to ACCT 250])
This is great SQL class from College of Business.
You are strongly advised to take this course to complement our program.
Offered every semester??.
CPSC: 200 Programming for Data Science (4cr)
MW 2:00 - 3:40
One of Stats Core requirement.
All Stats majors have to take either CPSC209 or CPSC200.
CPSC200 uses Python, and it is better one to take for Stat-AS major.
All Stat-AS majors who haven't taken CPSC209 or CPSC200 really should
take this course when it's offered.
Offered randomly.
STAT 480 Statistical Data Management
TR 3:30 - 4:45 Ye
Pre-requisite: STAT 461 Applied Stats.
One of Stat Core requirement.
After Applied Stats, you should take this
class before any other Stats course.
So take it if you haven't.
Offered every Fall.
STAT 451 Theo Stat I
TR 5:15-6:30 Datta
Pre-requisite: STAT 461 Applied Stats.
One of Stats Core requirement.
You need Calc II completed, and taking
Calc III to register for this class.
Offered every Fall.
STAT 495 - Statistical Consulting
TR 2 - 2:50 Ye
If you are a senior (2 semesters left to graduate), you should enroll.
Enroll for 2 credits in the second last semester of your study,
and enroll for 1 credit in your last semester.
Offered every semester.
STAT:484 Introduction to Machine Learning
W 3:30 - 4:45 (50% online) Mimoto
Pre-requisite: STAT 461 Applied Stats.
One of Stat-AS Core requirement.
It is better if you take Reg & ANOVA, and Stat Data Mgmt before
this class. Offered every Fall.
ECON:244 Intro to Economic Analysis
One of Stat-AS requirements.
Alternatively, Stat-AS student can take both of ECON:200 Prin of Micro & ECON:201 Prin of Macro instead of ECON:244.
ACCT:201 Accounting Principles I
Many section offered.
One of Stat-AS requirements.
Grade of B- or better fulfills Society of Actuary VEE requirement.
Offered every semester.
FIN:301 Principles of Finance
Many section offered.
One of Stat-AS requirements.
Grade of B- or better fulfills Society of Actuary VEE requirement.
Offered every semester.
FIN:343 Investments RMI 414 - Risk Managment: Property and Casualty RMI 415 - Risk Management: Life and Health Insurance
Stat-AS majors must take one of above 3.
STAT:486 Spatial-Temporal Statistics
TR 12:15-1:30 Ye
Pre-requisite: STAT 461 Applied Stats.
One of Stat Electives.
All Stat-AS majors have to have 1 Stats electives to graduate.
Usually offered once every 2 years.
For Stats - Data Science Major
ACCT:250 Spreadsheet Modeling and Decision Analysis
(must to have completed 24cr to enroll)
This is Intro-to-Excel class from Business School.
It is not officially listed as Stats core requirement,
but it is a very good idea for all Stats major to take this class.
Offered every semester.
ISM:324 Database Management for Information Systems (3 Units)
(48 completed hours and [admission to ACCT 250])
This is great SQL class from College of Business.
You are strongly advised to take this course to complement our program.
Offered every semester??.
CPSC: 200 Programming for Data Science (4cr)
MW 2:00 - 3:40
One of Stats Core requirement.
All Stats majors have to take either CPSC209 or CPSC200.
CPSC200 uses Python, and it is better one to take for Stat-AS major.
All Stat-AS majors who haven't taken CPSC209 or CPSC200 really should
take this course when it's offered.
Offered randomly.
STAT 480 Statistical Data Management
TR 3:30 - 4:45 Ye
Pre-requisite: STAT 461 Applied Stats.
One of Stat Core requirement.
After Applied Stats, you should take this
class before any other Stats course.
So take it if you haven't.
Offered every Fall.
STAT 451 Theo Stat I
TR 5:15-6:30 Datta
Pre-requisite: STAT 461 Applied Stats.
One of Stats Core requirement.
You need Calc II completed, and taking
Calc III to register for this class.
Offered every Fall.
STAT 495 - Statistical Consulting
TR 2 - 2:50 Ye
If you are a senior (2 semesters left to graduate), you should enroll.
Enroll for 2 credits in the second last semester of your study,
and enroll for 1 credit in your last semester.
Offered every semester.
STAT:484 Introduction to Machine Learning
W 3:30 - 4:45 (50% online) Mimoto
Pre-requisite: STAT 461 Applied Stats.
One of Stat-DS Core requirement. You need to take 3 Stat-DS Core to graduate.
It is better if you take Reg & ANOVA, and Stat Data Mgmt before
this class. Offered every Fall.
ISM:324 Database Mgmt for Info System
MW 3:30 - 4:45 Liping Liu
Pre-requisite: 48 completed hours and [admission to Computer Science or ACCT 250].
One of Stat-DS Core requirement.
You need to take 3 Stat-DS Core to graduate.
Offered every Fall.
STAT:486 Spatial-Temporal Statistics
TR 12:15-1:30 Ye
Pre-requisite: STAT 461 Applied Stats.
One of Stats electives.
All Stat-DS majors have to have 1 Stats electives to graduate.
Usually offered once every 2 years.
For Statistics Major
ACCT:250 Spreadsheet Modeling and Decision Analysis
(must to have completed 24cr to enroll)
This is Intro-to-Excel class from Business School.
It is not officially listed as Stats core requirement,
but it is a very good idea for all Stats major to take this class.
Offered every semester.
ISM:324 Database Management for Information Systems (3 Units)
(48 completed hours and [admission to ACCT 250])
This is great SQL class from College of Business.
You are strongly advised to take this course to complement our program.
Offered every semester??.
CPSC: 200 Programming for Data Science (4cr)
MW 2:00 - 3:40
One of Stats Core requirement.
All Stats majors have to take either CPSC209 or CPSC200.
CPSC200 uses Python, and it is better one to take for Stat-AS major.
All Stat-AS majors who haven't taken CPSC209 or CPSC200 really should
take this course when it's offered.
Offered randomly.
STAT 480 Statistical Data Management
TR 3:30 - 4:45 Ye
Pre-requisite: STAT 461 Applied Stats.
One of Stat Core requirement.
After Applied Stats, you should take this
class before any other Stats course.
So take it if you haven't.
Offered every Fall.
STAT 451 Theo Stat I
TR 5:15-6:30 Datta
Pre-requisite: STAT 461 Applied Stats.
One of Stats Core requirement.
You need Calc II completed, and taking
Calc III to register for this class.
Offered every Fall.
STAT 495 - Statistical Consulting
TR 2 - 2:50 Ye
If you are a senior (2 semesters left to graduate), you should enroll.
Enroll for 2 credits in the second last semester of your study,
and enroll for 1 credit in your last semester.
Offered every semester.
STAT:484 Introduction to Machine Learning
W 3:30 - 4:45 (50% online) Mimoto
Pre-requisite: STAT 461 Applied Stats.
One of Stat Elective.
You need to take 3 Stats elective to graduate.
It is better if you take Reg & ANOVA, and Stat Data Mgmt before
this class. Offered every Fall.
STAT:486 Spatial-Temporal Statistics
TR 12:15-1:30 Ye
Pre-requisite: STAT 461 Applied Stats.
One of Stat Electives.
You need to take 3 Stats elective to graduate.
Usually offered once every 2 years.
For Minor in Stats
For Stats, MS Graduate Students
ISM:641 Business Database Systems
A nice SQL class from the College of
Business. Offered every Fall.
ISM:663 Advanced Data Analytics Topics
Machine Learning type of class from the
College of Business. Complements our
STAT:584 Machine Learning and
and STAT:583 Decision Trees.
Offered every spring.
STAT:665 Regression
MW 5:15 - 6:30 Einsporn
Stat core class. If you haven't, you should take this class.
Offered every Fall.
STAT:580 Statistical Data Management
TR 3:30 - 4:45 Ye
Stat Core class. If you haven't, you should take this class.
Offered every Fall.
STAT:551 Theo Stat I
TR 5:15-6:30 Datta
Pre-requisite: STAT 461 Applied Stats.
You need Calc II completed, and taking
Calc III to register for this class.
Offered every Fall.
STAT:584 Introduction to Machine Learning
W 3:30 - 4:45 (50% online) Mimoto
Pre-requisite: STAT 461 Applied Stats or equivalent.
It is better if you take Regression and Stat Data Mgmt before
this class. Offered every Fall.
STAT:586 Spatial-Temporal Statistics
TR 12:15-1:30 Ye
Pre-requisite: STAT 461 Applied Stats or equivalent.
Offered every 2 years.
STAT:595 Statistical Consulting
TR 2 - 2:50 Ye
If you are a senior (2 semesters left to graduate), you should enroll.
Enroll for 2 credits in the second last semester of your study,
and enroll for 1 credit in your last semester.
Offered every semester.