Psychology 6140 - Class schedule

Topic & lecture notes	Tutorial	Assignment / Readings	Examples / other outputs: []
Overview: Multivariate analysis		Assign1
Graphical methods	Intro to R	Assign2
Vectors & matrices	SAS/IML Matrices in R	Assign3	imlmat1.sas []
Data screening	Data explore: SAS Data explore: R		outldemo.sas []
Missing data	SAS/Insight	Assign4	automiss.sas []
Linear equations	LinearEquations-IML LinearEquations-R		imlinv2.sas [] imleqn.sas []
Eigen values/vectors	Eigenvalues-IML Eigenvalues-R	Assign5	imleig.sas []
Intro to regression	IntroReg IntroReg-R		regdemo.sas []
Model comparison Model selection	Regression	T&F, Ch 5	fuelr1.sas [] stepsim2.sas []
Regression diagnostics	RegDiag	T&F, Ch 5	duncan-reg.R
Collinearity	Collin	T&F, Ch 5 FriendlyKwan(2009)	fitcolin.sas []
Logistic regression	Logistic	T&F Ch 10
Multivariate regression	MMRA	J&W, Ch 7 Friendly (2006)	mregppvt.sas [] mreg3.sas
Hotelling’s T^2	MeanDiff	J&W, Ch 5	hotel.sas [] oral.sas []
MANOVA	OneWayMANOVA	J&W, Ch 6 T&F, Ch 7	m1way.sas [] m1wayplt.sas
Repeated measures	RepeatedMeasures	T&F, Ch 8 Friendly(2010)	vocab.sas [] probe1.sas []
Principal components	PCA	T&F, Ch 13 J&W, Ch 8	pca2.sas []
Exploratory factor analysis	EFA Amos-Exploratory	T&F, Ch 13 J&W, Ch 9	spear5.sas [] psych9.sas []
Confirmatory factor analysis	CFA Amos-Multi-sample	T&F, Ch 14 J&W, Ch 9
Robust methods & bootstrapping	Robust	FoxWeisberg(2010a) FoxWeisberg(2010b)	robdunc.sas [] bootdunc.sas []
Mixed models	MixedModels	Singer (1998)

T&F: Tabachnick & Fidell, Using multivariate statistics, 6th ed.

J&W: Johnson & Wichern, Applied multivariate statistical methods, 6th ed.