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Christopher R. Bilder, Ph.D. University of Nebraska-Lincoln Department of Statistics 340 Hardin Hall North, East Campus Lincoln, NE 68583-0963 Phone: (402) 472-2903 Website: www.chrisbilder.com E-mail: and |
I am using a blended (a.k.a., hybrid) learning environment in fall 2015. More information about it is available here and in the 8/24/2015 class recording.
UPDATE: All videos recorded in 2015 will be unavailable after July 2016 due to a new webserver being used by the university.
Class | Meeting | Day | Video recording date | Activities |
1 | 8/24/2015 | Monday | 8/24/2015 | Syllabus, Website, Blended learning, Day #1 quiz due Wednesday 8/26/2015 at 9:30AM |
2 | 8/31/2015 | Monday | 8/31/2015 | Q&A |
8/14/2014 | R introduction: part 1 | |||
8/14/2014 | R introduction: part 2 | |||
9/4/2013 | Matrix algebra | |||
3 | 9/9/2015 | Wednesday | 9/9/2015 | Q&A |
9/9/2013 | Data-distributions-correlation | |||
9/11/2013 | Data-distributions-correlation | |||
4 | 9/16/2015 | Wednesday | 9/16/2015 | Q&A, Review |
9/16/2013 | Data-distributions-correlation, review | |||
9/23/2013 | Graphics | |||
5 | 9/21/2015 | Monday | Test #1 | |
6 | 9/23/2015 | Wednesday | 9/23/2015 | Q&A, Discuss test, Project #1, Group sign up sheet |
9/25/2013 | Graphics | |||
7 | 9/30/2015 | Wednesday | 9/30/2015 | Q&A |
9/30/2013 | Graphics | |||
10/2/2013 | Graphics, Principal component analysis | |||
8 | 10/7/2015 | Wednesday | 10/7/2015 | Q&A, Project #1 due 10/9/2015 at noon |
10/7/2013 | Principal component analysis | |||
10/9/2013 | Principal component analysis, Factor analysis | |||
8 | 10/14/2015 | Wednesday | 10/14/2015 | Q&A, Project #1.5 |
10/14/2013 | Factor analysis | |||
10/16/2013 | Factor analysis | |||
8 | 10/21/2015 | Wednesday | 10/21/2015 | Q&A, Review, Project #2 |
10/23/2013 | Factor analysis, Cluster analysis, review | |||
10/30/2013 | Cluster analysis | |||
9 | 10/26/2015 | Monday | Test #2 | |
10 | 10/28/2015 | Wednesday | 10/28/2015 | Q&A, Discuss test |
10/29/2014 | Cluster analysis | |||
11 | 11/4/2015 | Wednesday | 11/4/2015 | Q&A, Project #2 due 11/9/2015 at noon |
11/6/2013 | Cluster analysis, Discriminant analysis | |||
11/11/2013 | Discriminant analysis | |||
12 | 11/11/2015 | Wednesday | 11/11/2015 | Q&A, Project #3 |
11/13/2013 | Discriminant analysis | |||
11/18/2013 | Discriminant analysis, Nearest neighbor analysis | |||
13 | 11/18/2015 | Wednesday | 11/18/2015 | Q&A |
11/20/2013 | Nearest neighbor analysis, Logistic regression models for classification | |||
11/25/2013 | Logistic regression models for classification | |||
14 | 11/23/2015 | Monday | 11/23/2015 | Q&A, Review, Evaluations, Project #3 due 11/24/2015 at noon |
12/2/2013 | Logistic regression models for classification, review | |||
15 | 11/30/2015 | Monday | Test #3 | |
16 | 12/2/2015 | Wednesday | 12/2/2015 | Q&A, Discuss test |
12/9/2013 | Multinomial regression models for classification | |||
17 | 12/9/2015 | Wednesday | 12/9/2015 | Q&A, Review |
12/11/2013 | Multinomial regression models for classification | |||
?/?/2015 | Random forests | |||
18 | 12/15/2015 | Tuesday | Final exam (10:00AM-12:00PM) |