## Week 1- Jan 17 Introduction
- Jan 19 Getting started with R
Readings: ALD ch. 1 Worksheet.
## Week 2- Jan 24 Descriptive statistics: samples and distributions
- Jan 26 Descriptive statistics: central tendencies, standard deviation
Readings: SE ch. 2 & 3
## Week 3- Jan 31Graphical data exploration in R: visualizing a single vector, and central tendencies
Readings: ALD ch. 2 pp. 20-32
- Feb 2 Graphical data exploration in R: two or more vectors
Readings: ALD ch. 2 pp. 32-37 Demo: log transform. Demo: plotting. File novice.txt for use with the plotting demo. File expert.txt to be used with the plotting demo.
## Week 4- Feb 7 Graphical data exploration in R: trellis graphics
Readings: ALD ch. 2 pp. 37-42
- Feb 9 R commands for distributions, quantiles, random number generation
Readings: ALD ch. 3 pp. 44-63
## Week 5- Feb 14 Transforming variables: centering, scaling, logarithms
**Due: Homework 1**
- Feb 16Statistical tests: single group
Readings: ALD ch. 4 pp. 68-77 and SE ch. 4 & 6
## Week 6- Feb 21Statistical tests: two groups
Readings: ALD ch. 4 pp. 77-84 and SE ch. 8 (ch. 7 also useful) 6 R commands for Feb 21
- Feb 23Introduction to linear regression
Readings: SE ch. 20 R commands for Feb 23
## Week 7- Feb 28: Linear regression in R
Readings: ALD ch. 4 pp. 84 - 101**Due: Homework 2** R commands for Feb 28
- Mar 1 Discussion of student project ideas
## Week 8- Mar 6 Multiple regression
Readings: SE ch. 21 R commands for March 6
- Mar 8Multiple regression continued
**Due: Project proposal**
## Week 9
## Week 10- Mar 20 Logistic regression
Readings: ALD ch 6 pp 195-199, 202-203 R commands for March 20
- Mar 22 Logistic regression continuedR Commands for March 22
## Week 11- Mar 27Model comparison R commands for March 27
**Due: Homework 3**
- Mar 29Collinearity
Readings: ALD ch 6 pp 174-188
## Week 12- Apr 3 Clustering R commands for April 3Readings: ALD ch 5 pp 138-148
**Due: Progress Report**
- Apr 5Dimensionality reduction R commands for April 5
Readings: ALD ch 5 pp 118-126
## Week 13- Apr 10 Topics in Regression R commands for April 10
**Due: Homework 4**
- Apr 12 Topics in Regression
## Week 14- Apr 17 Nonparametric tests R code for April 17
Readings: SE ch. 16
- Apr 19 Nonparametric tests continued Plotting commands for homework 5
Readings: SE ch. 17 Readings: ALD ch 5 pp 118-126
## Week 15- Apr 24Anova R commands for April 24
Readings: ALD ch. 4 pp. 101-108 and SE ch. 11 & 12**Due: Homework 5**
- Apr 26Paired samples Anova R code for April 26
Readings: SE ch. 13
## Week 16 |

Home >

### Schedule

Subpages (18):
Code for March 22
Demo: log transform
Demo: plotting
Plotting commands for homework 5
R code for April 17
R code for April 26
R commands for April 10
R commands for April 23
R Commands for April 24
R commands for April 3
R commands for April 3
R commands for April 5
R commands for Feb 21
R commands for Feb 23
R commands for Feb 28
R commands for March 20
R commands for March 27
R commands for March 6

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