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Analytics for Fundraisers Using R: A Beginner's Course
Getting Started
1. Getting and Installing R (10:25)
2. Analytics in Fundraising (46:59)
3: Getting Started with Working with Data (55:38)
4: Testing Data Cleanliness and Fixing Missing Values (56:09)
Data Preparation and Exploratory Statistics
5: Exploratory Statistics (55:04)
6: Preparing Data for Analysis (62:24)
7: Bell Curve Techniques (39:46)
8: Overview of Variables and Their Use (40:30)
9: R Review (30:58)
Modeling
10: Testing for Significance (92:31)
11: Linear Regression (70:45)
12: Logistic Regression (44:54)
13: Testing and Sharing Your Results (28:11)
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12: Logistic Regression
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