Application of regression and time series models in finance; multiple regression; algebraic and geometric representation of least squares; inference methods - confidence intervals and hypothesis tests, ANOVA, prediction; model building and assessment; time series modelling; autoregressive AR(1) models - fitting, assessment and prediction; moving average smoothing, seasonal adjustment; non-stationarity and differencing.
Prerequisites
MATH136, STAT231 with a grade of 60% or STAT241; Computing & Financial Management or Math/CPA students only.
Antirequisites
STAT321, STAT331, STAT371, STAT443, AFM323/STAT374
Offerings
Fall 2025 [1259]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 6436 | 50 / 100 | 11:30 - 12:50 | M,W | | |
Fall 2023 [1239]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 6295 | 52 / 80 | 08:30 - 09:50 | T,Th | | |
Fall 2022 [1229]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 7400 | 52 / 150 | 14:30 - 15:50 | T,Th | STC 0010 | Peter Balka |
| TUT 101 | 7401 | 52 / 150 | 08:30 - 09:20 | F | STC 0050 | Peter Balka |
Fall 2021 [1219]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 6424 | 52 / 73 | | | | Peter Balka |
| LEC 002 | 10148 | 11 / 77 | | | | Peter Balka |
| TUT 101 | 6425 | 11 / 77 | 14:30 - 15:20 | T | STC 0010 | Peter Balka |
Fall 2020 [1209]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 041 | 6320 | 97 / 110 | | | | Peter Balka |
Fall 2019 [1199]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 6142 | 58 / 96 | 14:30 - 15:50 | M,W | MC 2038 | Peter Balka |
| TUT 101 | 6143 | 58 / 96 | 11:30 - 12:20 | F | DWE 2527 | Peter Balka |
Fall 2018 [1189]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 5993 | 76 / 96 | 08:30 - 09:50 | T,Th | MC 2035 | Peter Balka |
| TUT 101 | 5994 | 76 / 96 | 11:30 - 12:20 | F | MC 2034 | Peter Balka |
Fall 2017 [1179]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 6107 | 69 / 70 | 10:00 - 11:20 | T,Th | RCH 308 | Hany Fahmy |
| TUT 101 | 6108 | 69 / 70 | 09:30 - 10:20 | F | MC 4021 | Hany Fahmy |
Fall 2016 [1169]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 6095 | 46 / 80 | 08:30 - 09:50 | T,Th | AL 124 | Hany Fahmy |
| TUT 101 | 6096 | 46 / 80 | 08:30 - 09:20 | F | MC 2034 | Hany Fahmy |
Fall 2015 [1159]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 6374 | 51 / 80 | 18:30 - 21:20 | W | MC 1056 | Hany Fahmy |
| TUT 101 | 6375 | 51 / 80 | 17:30 - 18:20 | M | MC 1056 | Hany Fahmy |
Fall 2014 [1149]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 6053 | 44 / 100 | 19:00 - 21:50 | W | MC 2017 | Hany Fahmy |
| TUT 101 | 6054 | 44 / 100 | 16:30 - 17:20 | Th | MC 2054 | Hany Fahmy |
Fall 2013 [1139]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 5713 | 52 / 100 | 11:30 - 12:50 | T,Th | MC 2017 | Peter Balka |
| TUT 101 | 5714 | 52 / 100 | 17:30 - 18:20 | W | MC 2054 | Peter Balka |
Fall 2012 [1129]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 5662 | 86 / 104 | 11:30 - 12:50 | T,Th | MC 4045 | Peter Balka |
| TUT 101 | 5663 | 86 / 104 | 17:30 - 18:20 | W | MC 4045 | Peter Balka |
Fall 2011 [1119]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 5523 | 90 / 104 | 11:30 - 12:50 | T,Th | MC 4045 | Peter Balka |
| TUT 101 | 5524 | 90 / 104 | 17:30 - 18:20 | W | MC 4045 | |
Fall 2010 [1109]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 5612 | 71 / 90 | 11:30 - 12:50 | T,Th | MC 2054 | Peter Balka |
| TUT 101 | 5613 | 71 / 90 | 17:30 - 18:20 | W | MC 2054 | |
Fall 2009 [1099]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 5410 | 77 / 90 | 11:30 - 12:50 | T,Th | OPT 401 | Peter Balka |
| TUT 101 | 5411 | 77 / 90 | 17:30 - 18:20 | W | DWE 2527 | |
Fall 2008 [1089]
| Section | Class | Enrolled | Time | Days | Location | Instructor |
|---|
| LEC 001 | 7130 | 63 / 90 | 09:30 - 10:20 | M,W,F | MC 4045 | Peter Balka |
| TUT 101 | 7131 | 63 / 90 | 17:30 - 18:20 | Th | MC 4045 | |