Academic Calendar

Statistics, Ph.D.

Degree Requirements

Students must satisfy the following requirements:

  • Within the first two years of the Ph.D. program, a minimum of 6 credit hours of courses must be taken in the areas of Advanced Theory of Probability, Advanced Theory of Inference, Advanced Applied Statistics, and Advanced Stochastic Processes.
  • Candidates are required to attempt and successfully complete at least twelve credit hours at the 7000 level. These courses will normally be taken from the Department of Statistics. Courses will normally be recommended by the candidate's supervisor.
  • Each Ph.D. student is required to present at least one public seminar in the area of their Ph.D. research.
  • Candidates are required to pass a candidacy examination. The candidacy examination should normally be completed within one year after the formation of the student’s Advisory Committee, but no later than one year prior to expected graduation. The candidacy examination will be set and administered by the candidate's Ph.D. advisory committee. The format may vary.
  • A thesis is required.

Expected Time to Graduate: 5 years

Progression Chart

Plan of Study Grid
Year 1Hours
GRAD 7300 Research Integrity Tutorial 0
GRAD 7500 Academic Integrity Tutorial 0
 Hours0
Years 1-2
STAT 7XXXStatistics courses 1 12
 Hours12
Year 2
GRAD 8010 Doctoral Candidacy Examination 0
 Hours0
Year 3
GRAD 8000 Doctoral Thesis 0
 Hours0
Year 4
GRAD 8010 Doctoral Candidacy Examination 0
 Hours0
 Total Hours12
1

A minimum of 6 credit hours of courses must be taken in the areas of Advanced Theory of Probability, Advanced Theory of Inference, Advanced Applied Statistics, and Advanced Stochastic Processes.

Registration Information

Students should familiarize themselves with the Faculty of Graduate and Postdoctoral Studies ‘GRAD’ courses applicable to their program. If you have questions about which GRAD course(s) to register in, please consult your home department/unit.

All new and returning graduate students in the Department of Statistics must consult with the grad chair and the graduate program assistant prior to attempting to register.

All students must consult with their advisor prior to registration and present a completed registration form to 318 Machray Hall. Any changes, after the initial registration, must also be approved by the advisor. 

Regulations

Students must meet the requirements as outlined in both Supplementary Regulation and BFAR documents as approved by Senate.

Supplementary Regulations

Individual units may require specific requirements above and beyond those of the Faculty of Graduate and Postdoctoral Studies, and students should consult unit supplementary regulations for these specific regulations. 

Bona Fide Academic Requirements (BFAR)

Bona Fide Academic Requirements (BFAR) represent the core academic requirements a graduate student must acquire in order to gain, and demonstrate acquisition of, essential knowledge and skills.

All students must successfully complete:

  • GRAD 7300 prior to applying to any ethics boards which are appropriate to the student’s research or within the student’s first year, whichever comes first; and
  • GRAD 7500 within the first term of registration;

unless these courses have been completed previously, as per Mandatory Academic Integrity Course and Mandatory Research Integrity Online Course.

Students must also meet additional BFAR requirements that may be specified for their program.

General Regulations

All students must:

  • maintain a minimum degree grade point average of 3.0 with no grade below C+,
  • meet the minimum and not exceed the maximum course requirements, and
  • meet the minimum and not exceed the maximum time requirements (in terms of time in program and lapse or expiration of credit of courses).

Courses

Statistics

STAT 7060  Advanced Theory of Probability  3 cr  
Probability as measure, convolutions, limit laws, conditional probability and expectation, law of large numbers and other selected topics.
PR/CR: A minimum grade of C is required unless otherwise indicated.
Prerequisite: consent of instructor.
STAT 7080  Advanced Statistical Inference  3 cr  
Selected topics from recent developments in parametric and/or non-parametric statistical inference.
PR/CR: A minimum grade of C is required unless otherwise indicated.
Prerequisite: consent of instructor.
STAT 7100  Analysis of Discrete Data  3 cr  
Inference concerning discrete distributions, analysis of categorical data, and other selected topics.
PR/CR: A minimum grade of C is required unless otherwise indicated.
Prerequisite: consent of instructor.
STAT 7140  Linear Models  3 cr  
Theory of linear models, regression analysis, and analysis of variance.
PR/CR: A minimum grade of C is required unless otherwise indicated.
Prerequisite: consent of instructor.
STAT 7200  Multivariate Analysis 1  3 cr  
Multivariate normal distribution, Hotelling's T2, Classification methods, principal components and canonical correlations.
PR/CR: A minimum grade of C is required unless otherwise indicated.
Prerequisite: consent of instructor.
STAT 7220  Seminar in Statistics 1  3 cr  
A seminar course on new development in statistics.
STAT 7240  Advanced Topics in Statistics 1  3 cr  
Special advanced research topics in statistics.
STAT 7250  Advanced Topics in Statistics 2  3 cr  
Special advanced research topics in statistics.
STAT 7260  Time Series  3 cr  
The auto-correlation function and spectrum, various processes, model identification, estimation and forecasting.
PR/CR: A minimum grade of C is required unless otherwise indicated.
Prerequisite: consent of instructor.
STAT 7270  Bayesian Inference  3 cr  
Bayesian decision problems, priors, Jeffrey's Rule, robustness of posteriors, Bayesian justification of ANOVA.
PR/CR: A minimum grade of C is required unless otherwise indicated.
Prerequisite: consent of instructor.
STAT 7290  Statistical Consulting  3 cr  
The role of a statistics consultant. Practical consulting experience.
PR/CR: A minimum grade of C is required unless otherwise indicated.
Prerequisite: consent of department.
STAT 7310  Research Tools for Statistics  0 cr  
This course provides instruction in the use of a number of tools required for graduate level research in statistics. Topics include instruction in various software, such as LaTex, R, SAS, etc. as well as Library usage, presentation and communication skills.
STAT 7320  Research Project in Statistics  3 cr  
This course will provide the student with practical experience in doing research in the statistical sciences. Students will be matched with a faculty advisor and carry out a research project. Deliverables include a final research report and a presentation to the department.
STAT 7350  Advanced Topics in Statistics 3  1.5 cr  
Special advanced research topics in statistics.
STAT 7360  Advanced Topics in Statistics 4  1.5 cr  
Special advanced research topics in statistics.