Statistical Methods for Computer Science, Spring 2020

Schedule is updated dynamically throughout the semester

DATE		TOPIC	READING	OUT	DUE
Tue, Jan 7	1	One-variable regression: estimation	KNNL Ch 1
Thu, Jan 9	2	One-variable regression: associations, sampling distributions	KNNL Ch 2 Points of significance	Hw1 out
Tue, Jan 14		No class make-up lecture TBA
Thu, Jan 16		Sampling distribution	KNNL Ch. 2
Mon, Jan 20		Make-up lecture Interval estimation	KNNL Ch. 2 Points of significance
Tue, Jan 21		Hypothesis testing	KNNL Ch. 2 Points of significance NMethods
Thu, Jan 23		Statistical power	KNNL Ch. 2 Points of significance
Tue, Jan 28	3	General linear tests	KNNL Ch. 2, 3.7	Hw2 out	Hw1 due
Thu, Jan 30		Regression vs correlation: Bivariate Normal	KNNL Ch. 2.11
Tue, Feb 4	4	Simultaneous inference	KNNL Ch. 5
Thu, Feb 6	5	Projects: Cody Dunne Multiple regression	KNNL Ch. 5-7
Tue, Feb 11		Project: Laura South			Hw2 due Proj group due
Thu, Feb 13		Midterm
Tue, Feb 18		Extra sums of squares Categorial predictors	KNNL Ch. 7.1-7.4, KNNL Ch. 8, Ch. 10.1
Thu, Feb 20		Experimental design	KNNL Ch. 15-18
Tue, Feb 25		Project prep
Thu, Feb 27		Project pitches			Fri Feb 28 Proj proposal due
Tue, Mar 3		Spring break
Thu, Mar 5		Spring break
Tue, Mar 10		Guest lecture Designed experiments and causal inference
Thu, Mar 12		Designed experiments: 1-factor ANOVA	KNNL Ch.15-18	Hw3 out
Tue, Mar 17		Designed experiments: 2-factor ANOVA	KNNL Ch.19
Thu, Mar 19		Designed experiments: 2-factor ANOVA	KNNL Ch.19
Tue, Mar 24		2-factor ANOVA Pairwise comparisons	KNNL Ch.19		Wed Mar 25 Hw3 due
Thu, Mar 26		Speciailzed designs	KNNL Ch. 20, 21,
Tue, Mar 31		Speciailzed designs	KNNL Ch. 23, 24, 30		Hw4 out
Thu, Apr 2		Categorical data: associations	Agresti Ch. 1-3 Faraway Ch. 4
Tue, Apr 7		Categorical data: associations
Thu, Apr 9		Inference in logistic regression	KNNL Ch. 14 Faraway Ch.2 Agresti Ch.5-6
Tue, Apr 14		Inference in logistic regression			Tue Apr 14 Hw4 due
Thu, Apr 16		Final exam
Tue, Apr 21		Project presentations			Wed Apr 22 Proj report due
					Thu, Apr 23 Proj review due