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Language: English | Size: 1.08 GB | Duration: 2h 58m
Learn tips and trick how to build better regression models. Part of the Easy Statistics series.
What you'll learn
Tips for Building Regression Models
The Philosophy Behind Regression
Polynomial Regression
Interaction Effects in Regression
Using Time in Regression
How to use Categorical Explanatory Variables
Dealing with Multicollinearity
How to Handle Missing Data
Requirements
Students should have a basic idea of linear regression
Check my "Easy Statistics: Linear Regression" course if you need a primer
Description
Learning and applying new statistical techniques can often be a daunting experience.
"Easy Statistics" is designed to provide you with a compact, and easy to understand, course that focuses on the basic principles of statistical methodology.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/001 Introduction.mp4
24.3 MB
~Get Your Files Here !/01 - Introduction/001 Introduction_en.vtt
7.1 KB
~Get Your Files Here !/02 - Regression Modelling - Don't Rush It/001 Regression Modelling - Don't Rush It.mp4
68.3 MB
~Get Your Files Here !/02 - Regression Modelling - Don't Rush It/001 Regression Modelling - Don't Rush It_en.vtt
17.3 KB
~Get Your Files Here !/03 - Non-Linear Functional Form in Regression/001 Non-Linear Shapes in Regression.mp4
50.2 MB
~Get Your Files Here !/03 - Non-Linear Functional Form in Regression/001 Non-Linear Shapes in Regression_en.vtt
12.4 KB
~Get Your Files Here !/03 - Non-Linear Functional Form in Regression/002 Non-Linear Shapes in Regression - Practical Examples.mp4
87.7 MB
~Get Your Files Here !/03 - Non-Linear Functional Form in Regression/002 Non-Linear Shapes in Regression - Practical Examples_en.vtt
12.6 KB
~Get Your Files Here !/03 - Non-Linear Functional Form in Regression/25329977-1-polynomial-code.txt
615 B
~Get Your Files Here !/04 - Interaction Effects in Regression/001 How to Use and Interpret Interaction Effects.mp4
40.4 MB
~Get Your Files Here !/04 - Interaction Effects in Regression/001 How to Use and Interpret Interaction Effects_en.vtt
11.6 KB
~Get Your Files Here !/04 - Interaction Effects in Regression/002 How to Use and Interpret Interaction Effects - Practical Examples.mp4
96.3 MB
~Get Your Files Here !/04 - Interaction Effects in Regression/002 How to Use and Interpret Interaction Effects - Practical Examples_en.vtt
11.6 KB
~Get Your Files Here !/04 - Interaction Effects in Regression/25329987-2-interaction-code.txt
785 B
~Get Your Files Here !/05 - Using Time in Regression/001 Using Time in Regression.mp4
62.9 MB
~Get Your Files Here !/05 - Using Time in Regression/001 Using Time in Regression_en.vtt
16.3 KB
~Get Your Files Here !/05 - Using Time in Regression/002 Using Time in Regression - Practical Examples.mp4
95.1 MB
~Get Your Files Here !/05 - Using Time in Regression/002 Using Time in Regression - Practical Examples_en.vtt
12.4 KB
~Get Your Files Here !/05 - Using Time in Regression/25329991-3-time-code.txt
698 B
~Get Your Files Here !/06 - Categorical Explanatory Variables in Regression/001 Categorical Explanatory Variables in Regression.mp4
42.1 MB
~Get Your Files Here !/06 - Categorical Explanatory Variables in Regression/001 Categorical Explanatory Variables in Regression_en.vtt
11.6 KB
~Get Your Files Here !/06 - Categorical Explanatory Variables in Regression/002 Categorical Explanatory Variables in Regression - Practical Examples.mp4
73.8 MB
~Get Your Files Here !/06 - Categorical Explanatory Variables in Regression/002 Categorical Explanatory Variables in Regression - Practical Examples_en.vtt
11.4 KB
~Get Your Files Here !/06 - Categorical Explanatory Variables in Regression/25329995-5-indicator-code.txt
723 B
~Get Your Files Here !/07 - Dealing with Multicollinearity in Regression/001 Dealing with Multicollinearity in Regression.mp4
64.2 MB
~Get Your Files Here !/07 - Dealing with Multicollinearity in Regression/001 Dealing with Multicollinearity in Regression_en.vtt
19.2 KB
~Get Your Files Here !/07 - Dealing with Multicollinearity in Regression/002 Dealing with Multicollinearity in Regression - Practical Examples.mp4
91.7 MB
~Get Your Files Here !/07 - Dealing with Multicollinearity in Regression/002 Dealing with Multicollinearity in Regression - Practical Examples_en.vtt
11.8 KB
~Get Your Files Here !/07 - Dealing with Multicollinearity in Regression/25329997-6-collinear-code.txt
964 B
~Get Your Files Here !/08 - Dealing with Missing Data in Regression/001 Dealing with Missing Data in Regression.mp4
70 MB
~Get Your Files Here !/08 - Dealing with Missing Data in Regression/001 Dealing with Missing Data in Regression_en.vtt
19.2 KB
~Get Your Files Here !/08 - Dealing with Missing Data in Regression/002 Dealing with Missing Data in Regression - Practical Examples.mp4
135.4 MB
~Get Your Files Here !/08 - Dealing with Missing Data in Regression/002 Dealing with Missing Data in Regression - Practical Examples_en.vtt
17.3 KB
~Get Your Files Here !/08 - Dealing with Missing Data in Regression/25330001-4-missing-code.txt
1.5 KB
~Get Your Files Here !/09 - Proportional and fractional data/001 Proportional regression models.mp4
10.2 MB
~Get Your Files Here !/09 - Proportional and fractional data/001 Proportional regression models_en.vtt
3 KB
~Get Your Files Here !/09 - Proportional and fractional data/002 Proportional regression models - practical examples.mp4
98.2 MB
~Get Your Files Here !/09 - Proportional and fractional data/002 Proportional regression models - practical examples_en.vtt
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