Page Index - Bio723-class/Bio723-lecture GitHub Wiki
73 page(s) in this GitHub Wiki:
- Home
- Course information
- R Cheat Sheets
- Workbook
- Lecture notes
- 24 February: No class session, Readings
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- Expectations and Policies
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- Grading
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- Instructor and TA
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- Learning Objectives
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- Lecture 0: Prior to the first class session
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- Lecture 10: Clustering
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- Lecture 10: Principal components analysis
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- Lecture 11: Canonical variates analysis
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- Lecture 11: Non linear regression
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- Lecture 12: Randomization methods
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- Lecture 12: Statistical simulation I
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- Lecture 12: Statistical simulation II
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- Lecture 13: Statistical simulation II
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- Lecture 1: Introduction
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- Lecture 2: Functions and control flow
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- Lecture 2: Visualization and data transformation
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- Lecture 3: Data wrangling
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- Lecture 4: Data wrangling
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- Lecture 4: Data wrangling with tidyr
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- Lecture 4: Variables as vectors
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- Lecture 5: Matrix operations
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- Lecture 6: Linear regression
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- Lecture 6: Matrix operations and multiple regression
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- Lecture 6: Producing awesome figures and notebooks
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- Lecture 7: Linear transformations and eigenanalysis
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- Lecture 8: Linear regression II
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- Lecture 8: Principal components analysis
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- Lecture 9: Additional regression models
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- Lecture 9: Canonical variates analysis
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- Lecture 9: Singular value decomposition
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- Office Hours
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- Syllabus
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- Texts
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