Textbook Home Programs and Data Reviews Videos

The book is used to teach STAT 875 (Categorical Data Analysis) at the University of Nebraska-Lincoln in a blended learning format. Students in this course watch a set of videos each week prior to attending class. These videos with corresponding notes are organized below in that format. A YouTube playlist for the videos (starting with the video for Section 1.1.1) is also available.

Week Section Notes and videos
1 A.1-A.5
A.6
A.7
A.7
R_intro-Basics-1.docx, video
R_intro-ProgramEditors-2.docx, video
R_intro-Example-3.docx, video
R_intro-ObjectOrientedLanguage-4.docx, video
2 1.1.1
1.1.2
1.1.2
OneBinary-Distribution-1.docx, video
OneBinary-Inference-MLE-2.docx, video
OneBinary-Inference-CI-3.docx, video
3 1.1.2
1.1.3
1.2-1.2.1
1.2.2
OneBinary-Inference-HypothesisTests-4.docx, video
OneBinary-TrueConfLevel-5.docx, video
TwoBinary-NotationModel-6.docx, video
TwoBinary-CItwoProb-7.docx, video
4 1.2.3
1.2.4
1.2.5
2.1-2.2
TwoBinary-TestTwoProb-8.docx, video
TwoBinary-RelativeRisk-9.docx, video
TwoBinary-OddsRatio-10.docx, video
RegModel-1.docx, video
5 2.2.1
2.2.1
2.2.2
RegParameterEst-Part1-2.docx, video
RegParameterEst-Part2-3.docx, video
HypothesisTests-4.docx, video
6 2.2.3
2.2.4
2.2.4
OddsRatios-5.docx, video
ProbSuccess-EstimateInference-6.docx, video
ProbSuccess-Plots-7.docx, video
7 2.2.5
2.2.5
 
InterTrans-Interactions-8.docx, video
InterTrans-Transformations-9.docx, video
Test #1 was given during this week, so students examined fewer videos
8 2.2.6
2.2.6
2.2.7
CategoricalExplanatoryVariable-Form-10.docx, video
CategoricalExplanatoryVariable-OR-11.docx, video
Convergence-12.docx, video
9 2.3
3.1
3.2.1-3.2.2
3.2.3
GLM-13.docx, video
MultinomialDistribution-1.docx, video
ContigencyTable-2.docx, video
Independence-3.docx, video
10 3.3
3.3
3.3
3.4
NominalResponse-Model-4.docx, video
NominalResponse-OddsRatio-5.docx, video
NominalResponse-Table-6.docx, video
OrdinalResponse-Model-7.docx, video (end at 21:30)
11 3.4-3.4.1
3.4.1
3.4.2
3.4.3, 3.5
6.2-6.2.1
6.2.2
OrdinalResponse-Model-7.docx, video (begin at 21:30)
OrdinalResponse-OddsRatio-8.docx, video
OrdinalResponse-Table-9.docx, video
AdditionalTopics-10.docx, video
ExactInference-FisherExact-1.docx, video
ExactInference-PermutationTest-2.docx, video
12 4.1
4.2-4.2.2
4.2.2-4.2.3
4.2.4-4.2.5
Distribution-1.docx, video
Model-Estimate-2.docx, video
Model-PC-3.docx, video
Model-ContingencyTable-4.docx, video
13 4.3
5.1-5.1.3
5.1.4
 
RateRegression-5.docx, video
VariableSelection-ICallSubsets-1.docx, video
VariableSelection-ICstepwise-2.docx, video
Test #2 was given during this week, so students examined fewer videos
14 5.2-5.2.1
5.2.1
5.2.2-5.2.3
ModelAssessment-Residuals-3.docx, video
ModelAssessment-ResidualPlots-4.docx, video
ModelAssessment-GOFinfluence-5.docx, video
15 5.3-5.3.3
5.3.3
5.4.1
Overdispersion-QuasiPoisson-6.docx, video
Overdispersion-NegativeBinomial-7.docx, video
Example-8.docx, video
16   Final exam

Our Analysis of Categorical Data continuing education course has been taught at a few statistical conferences. The latest was at the Joint Statistical Meetings in 2017 corresponding to a subset of the first edition for the book.