WClasses

STAT 440 - Computational Inference

Introduction to and application of computational methods in statistical inference. Monte Carlo evaluation of statistical procedures, exploration of the likelihood function through graphical and optimization techniques. Topics include expectation-maximization, Bootstrapping, Markov Chain Monte Carlo, and other computationally intensive methods.

Prerequisites

STAT330, STAT341

Corequisites

None

Antirequisites

None

Offerings

Spring 2026 [1265]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3867	0 / 60

Winter 2026 [1261]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5776	27 / 38	10:00 - 11:20	M,W

Spring 2025 [1255]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3966	20 / 75	10:00 - 11:20	M,W

Winter 2025 [1251]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5857	28 / 40	13:00 - 14:20	T,Th

Spring 2024 [1245]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4014	28 / 75	13:00 - 14:20	T,Th

Winter 2024 [1241]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5878	12 / 40	14:30 - 15:50	T,Th

Spring 2023 [1235]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4156	20 / 100	10:00 - 11:20	M,W

Winter 2023 [1231]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	6006	17 / 140	11:30 - 12:50	T,Th	AL 113	Shoja'eddin Chenouri

Spring 2022 [1225]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3975	30 / 100	11:30 - 12:50	T,Th	STC 0010	Ryan Browne
TUT 101	5660	30 / 100	08:30 - 09:20	M	MC 2054	Ryan Browne

Winter 2022 [1221]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5870	22 / 140	14:30 - 15:50	M,W	M3 3103	Shoja'eddin Chenouri

Spring 2021 [1215]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 041	3639	38 / 100				Ryan Browne

Winter 2021 [1211]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 041	5921	57 / 90				Shoja'eddin Chenouri

Spring 2020 [1205]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4005	52 / 100				Ryan Browne

Winter 2020 [1201]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5766	92 / 140	11:30 - 12:50	T,Th	STP 105	Martin Lysy

Spring 2019 [1195]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4029	32 / 105	08:30 - 09:50	M,W	STC 0020	Ryan Browne

Winter 2019 [1191]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5641	86 / 115	10:00 - 11:20	T,Th	STC 0010	Shojaeddin Chenouri

Spring 2018 [1185]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3943	30 / 90	08:30 - 09:50	T,Th	RCH 112	Ryan Patrick Browne

Winter 2018 [1181]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5697	55 / 80	10:00 - 11:20	T,Th	RCH 112	Martin Lysy

Spring 2017 [1175]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4703	21 / 100	08:30 - 09:50	T,Th	RCH 112	Ryan Patrick Browne

Winter 2017 [1171]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5428	46 / 95	11:30 - 12:50	T,Th	M3 1006	Martin Lysy

Winter 2016 [1161]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5968	49 / 65	08:30 - 09:50	T,Th	STC 0060	Ryan Patrick Browne

Winter 2015 [1151]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5756	33 / 30	16:00 - 17:20	T,F	MC 4063	Shojaeddin Chenouri

Winter 2014 [1141]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5567	20 / 40	08:30 - 09:50	T,Th	MC 2035	Martin Lysy

Winter 2013 [1131]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5324	28 / 40	12:30 - 13:20	M,W,F	MC 2038	Mehdi Molkaraie

Winter 2012 [1121]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5106	25 / 40	12:30 - 13:20	M,W,F	MC 2034	Shojaeddin Chenouri

Winter 2011 [1111]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5062	19 / 40	12:30 - 13:20	M,W,F	MC 2038	Shojaeddin Chenouri

Winter 2010 [1101]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5028	14 / 20	12:30 - 13:20	M,W,F	MC 4041	Shojaeddin Chenouri

Winter 2009 [1091]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4254	12 / 20	12:30 - 13:20	M,W,F	MC 4040	Guangzhe Fan

Winter 2008 [1081]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3417	15 / 25	12:30 - 13:20	M,W,F	MC 2054	Shojaeddin Chenouri

Winter 2007 [1071]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3351	7 / 25	12:30 - 13:20	M,W,F	MC 4064	Shojaeddin Chenouri

Winter 2006 [1061]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3229	20 / 30	12:30 - 13:20	M,W,F,R,C,H		Ali Ghodsi Boushehri

Winter 2005 [1051]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3179	20 / 30	10:00 - 11:20	T,Th,R,C,H		Paul Kenneth Marriott

Winter 2004 [1041]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3031	16 / 30	10:00 - 11:20	T,Th,M,C		Mu Zhu

Winter 2003 [1031]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3639	26 / 30	10:00 - 11:20	T,Th,M,C		Mu Zhu

Winter 2002 [1021]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	2266	6 / 16	10:00 - 11:20	T,Th,M,C		Wayne Oldford