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[ FreeCourseWeb.com ] Udemy - Statistical Concepts Explained and Applied in R
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2024-1-6 09:53
2024-12-26 15:07
143
2.8 GB
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FreeCourseWeb
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Udemy
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Statistical
Concepts
Explained
and
Applied
in
R
文件列表
~Get Your Files Here !/1. Introduction to the course/1. Introduction.mp4
48MB
~Get Your Files Here !/2. Single Linear Regression/1. Install R, RStudio and Basic Functionality.mp4
43.81MB
~Get Your Files Here !/2. Single Linear Regression/10. Statistical Validity Tests.mp4
70.45MB
~Get Your Files Here !/2. Single Linear Regression/11. Statistical Validity Discussion.mp4
54.04MB
~Get Your Files Here !/2. Single Linear Regression/2. Basics of Linear Regression.mp4
27.37MB
~Get Your Files Here !/2. Single Linear Regression/3. Basics of Linear Regression Ctnd.mp4
26.96MB
~Get Your Files Here !/2. Single Linear Regression/4. Linear Regression Analysis.mp4
62.57MB
~Get Your Files Here !/2. Single Linear Regression/5. Linear Relationships.mp4
60.9MB
~Get Your Files Here !/2. Single Linear Regression/6. Line of Best Fit, SSE and MSE.mp4
36.39MB
~Get Your Files Here !/2. Single Linear Regression/7. Linear Regression Analysis Ctnd.mp4
12.22MB
~Get Your Files Here !/2. Single Linear Regression/8. Regression Results and Interpretation.mp4
106.29MB
~Get Your Files Here !/2. Single Linear Regression/9. Predicting Future Profits.mp4
137.38MB
~Get Your Files Here !/3. Multiple Linear Regression/1. Multiple Linear Regression.mp4
54.49MB
~Get Your Files Here !/3. Multiple Linear Regression/2. Importing the data.mp4
34.63MB
~Get Your Files Here !/3. Multiple Linear Regression/3. Correlation Matrix and MLR.mp4
74.87MB
~Get Your Files Here !/3. Multiple Linear Regression/4. MLR Results and ANOVA.mp4
64.53MB
~Get Your Files Here !/3. Multiple Linear Regression/5. The Best Model.mp4
46.63MB
~Get Your Files Here !/3. Multiple Linear Regression/6. Interaction Terms and Validity Testing.mp4
181.9MB
~Get Your Files Here !/3. Multiple Linear Regression/7. ANOVA and Predictions.mp4
146.5MB
~Get Your Files Here !/4. Non-linear Regression/1. Non-linear Regression (and Recap).mp4
62.26MB
~Get Your Files Here !/4. Non-linear Regression/2. Logistic Regression Overview.mp4
194.67MB
~Get Your Files Here !/4. Non-linear Regression/3. Logistic Regression Odds, Logs and Poisson.mp4
100.76MB
~Get Your Files Here !/4. Non-linear Regression/4. Logistic Regression Fitting the Models in R.mp4
198.35MB
~Get Your Files Here !/5. Optimization Theory and Differential Calculus/1. Differential Calculus - Finding the Maximum and the Minimum.mp4
108.2MB
~Get Your Files Here !/5. Optimization Theory and Differential Calculus/2. Differential Calculus One Unknown Input.mp4
73.94MB
~Get Your Files Here !/5. Optimization Theory and Differential Calculus/3. Analysis in R One Unknown Input Differential Calculus.mp4
280.93MB
~Get Your Files Here !/5. Optimization Theory and Differential Calculus/4. Differential Calculus - Two Unknown Inputs.mp4
60.6MB
~Get Your Files Here !/5. Optimization Theory and Differential Calculus/5. Analysis in R Two Unknown Inputs Differential Calculus.mp4
495.5MB
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