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Intro to Computational BioStatistics with R
(Fall 2018)
(Old site; new site is at https://scinet.courses)
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Friday May 31, 2024 - 12:40
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ATOM Text Editor
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ATOM Text Editor for Windows/Mac OS/Linux.
GIT-Bash
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GIT-BASH: GIT + BASH You will need this if you are using a Windows machine or even a MAC OS.
R Statistical Language website
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The R Project for Statistical Computing
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1 Description
2 Software Details
3 Lectures
3.1 Intro to Linux Shell I
3.2 Intro to Linux Shell (cont.)
3.3 Introduction to R
3.4 Flow Control and Vectors in R
3.5 Functions
3.6 Scripts
3.7 Best Practices
3.8 Version Control - GIT
3.9 Stats I: Review of Basic Stats
3.10 Stats II: Models, Tests, e...
3.11 Survival Analysis / PCA
3.12 Visualization
3.13 Classification
3.14 Resampling
3.15 Neural Networks
3.16 High-Performance R
4 Recordings
4.1 Intro to Linux Shell I
4.2 Intro to Linux Shell (cont.)
4.3 Introduction to R
4.4 Flow Control and Vectors
4.5 Functions
4.6 Scripts
4.7 Best Practices
4.8 Version Control - GIT
4.9 Stats I -- part 1
4.10 Stats I -- part 2
4.11 Stats I -- part 3
4.12 Stats II: Paradoxical Case...
4.13 Stats II: Generalized Line...
4.14 Stats II: Hypothesis Testing
4.15 Stats II: Hypothesis Testi...
4.16 Stats II: Power Analysis
4.17 Survival Analysis
4.18 SA(cont.)/PCA -- Viz
4.19 Visualization: Prof. Quali...
4.20 Classification
4.21 Resampling
4.22 Neural Networks
4.23 High-Performance R
5 Assignments
5.1 Assignment 1
5.2 Assignment 2
5.3 Assignment 3
5.4 Assignment 4
5.5 Assignment 5
5.6 Assignment 6
5.7 Assignment 7 (cont. Assign...
5.8 Assignment 8
5.9 Assignment 9
5.10 Assignment 10
5.11 Assignment 11
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Midterm
Course Events
MSC1090 - Lecture 1
MSC1090 - Lecture 2
MSC1090 - Lecture 3
MSC1090 - Lecture 4
MSC1090 - Lecture 5
MSC1090 - Lecture 6
MSC1090 - Lecture 7
MSC1090 - Lecture 8
MSC1090 - Lecture 9
MSC1090 - Lecture 10: MID-TERM
MSC1090 - Lecture 11
MSC1090 - Lecture 12
MSC1090 - Lecture 13
MSC1090 - Lecture 14
MSC1090 - Lecture 15
MSC1090 - Lecture 16
MSC1090 - Lecture 17
MSC1090 - Lecture 18
MSC1090 - Lecture 19
MSC1090 - Lecture 20
MSC1090 - Lecture 21
MSC1090 - Lecture 22
MSC1090 - Lecture 23
MSC1090 - Lecture 24
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