Notes:
(1) The handouts below were written over several years and do not always have a logical organization from one document to another. E.g., the notation may not be consistent across documents. Different documents may also deal with the same or similar topics.
(2) Handouts with the preface of QMIN are specific to this course.
(3) These handouts are copyrighted but should be treated as traditional "free open source" documents. They may be copied, modified, and distributed as long as there is no financial or other commercial gain in the copying, modification, and/or distribution process.
(4) Not all handouts may be available on this web site.
Homework write ups:
Notes on SAS and SPSS:
- Viewing a SAS Data Set
- Assigning LIBNAMES in SAS
- Instructions for macro qmin_repeated_measures
- Instructions for macro qmin_boxcox (Box-Cox power transformations)
- Instructions for macro qmin_repeated_measures (Mixed Models)
Draft Chapters for Quantitative Methods in Neuroscience & Class Notes:
(Links with "QMIN" in front are draft chapters, the rest are notes)
- QMIN: Introduction
- QMIN: Data Sets
- QMIN: Measurement Scales
- QMIN: Statistical Terminology & Descriptive Statistics
- QMIN: Transformations
- QMIN: General Linear Models (GLM) Theory
- QMIN: GLM: Regression
- QMIN: GLM: ANOVA & ANCOVA
- ANOVA terminology
- QMIN: Coding Categorical Variables
- QMIN: Multiple Comparison Procedures
- Nested ANOVA
- QMIN: GLM: Repeated Measures
- Logistic Regression
- QMIN: General Linear Models