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[DesireCourse.Net] Udemy - Applied Statistical Modeling for Data Analysis in R
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2020-1-6 09:36
2024-8-17 23:07
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1.34 GB
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DesireCourse
Net
Udemy
-
Applied
Statistical
Modeling
for
Data
Analysis
in
R
文件列表
1. Introduction to the Basics of Applied Statistical Modelling/1. Introduction to the Instructor and Course.mp4
28.74MB
1. Introduction to the Basics of Applied Statistical Modelling/3. Statistics in the Real World.mp4
25.28MB
1. Introduction to the Basics of Applied Statistical Modelling/4. Designing Studies & Collecting Good Quality Data.mp4
20.9MB
1. Introduction to the Basics of Applied Statistical Modelling/5. Different Types of Data.mp4
9.36MB
1. Introduction to the Basics of Applied Statistical Modelling/6. Conclusion to Section 1.mp4
8.54MB
2. Section 2 The Essentials of the R Programming Language/2. Introduction to the R Statistical Software & R Studio.mp4
27.73MB
2. Section 2 The Essentials of the R Programming Language/3. Different Data Structures in R.mp4
30.53MB
2. Section 2 The Essentials of the R Programming Language/4. Reading in Data from Different Sources.mp4
42.59MB
2. Section 2 The Essentials of the R Programming Language/5. Indexing and Subsetting of Data.mp4
28.54MB
2. Section 2 The Essentials of the R Programming Language/6. Data Cleaning Removing Missing Values.mp4
40.54MB
2. Section 2 The Essentials of the R Programming Language/7. Exploratory Data Analysis in R.mp4
48.24MB
2. Section 2 The Essentials of the R Programming Language/8. Conclusion to Section 2.mp4
5.42MB
3. Statistical Tools to Learn More About Your Data/2. Measures of Center.mp4
17.01MB
3. Statistical Tools to Learn More About Your Data/3. Measures of Variation.mp4
12.65MB
3. Statistical Tools to Learn More About Your Data/4. Charting & Graphing Continuous Data.mp4
17.81MB
3. Statistical Tools to Learn More About Your Data/5. Charting & Graphing Discrete Data.mp4
36.38MB
3. Statistical Tools to Learn More About Your Data/6. Deriving Insights from QualitativeNominal Data.mp4
21.14MB
3. Statistical Tools to Learn More About Your Data/7. Conclusions to Section 3.mp4
5.29MB
4. Probability Distributions/1. Background.mp4
8.36MB
4. Probability Distributions/2. Data Distribution Normal Distribution.mp4
9.6MB
4. Probability Distributions/3. Checking For Normal Distribution.mp4
12.8MB
4. Probability Distributions/4. Standard Normal Distribution and Z-scores.mp4
10MB
4. Probability Distributions/5. Confidence Interval-Theory.mp4
13.71MB
4. Probability Distributions/6. Confidence Interval-Computation in R.mp4
10.24MB
4. Probability Distributions/7. Conclusions to Section 4.mp4
3.39MB
5. Statistical Inference/1. What is Hypothesis Testing.mp4
13.41MB
5. Statistical Inference/2. T-tests Application in R.mp4
26.37MB
5. Statistical Inference/3. Non-Parametric Alternatives to T-Tests.mp4
13.02MB
5. Statistical Inference/4. One-way ANOVA.mp4
16.04MB
5. Statistical Inference/5. Non-parametric version of One-way ANOVA.mp4
5.9MB
5. Statistical Inference/6. Two-way ANOVA.mp4
14.21MB
5. Statistical Inference/7. Power Test for Detecting Effect.mp4
20.1MB
5. Statistical Inference/8. Conclusions to Section 5.mp4
5.46MB
6. Relationship Between Two Different Quantitative Variables/1. Explore the Relationship Between Two Quantitative Variables.mp4
9.43MB
6. Relationship Between Two Different Quantitative Variables/10. Analysis of Covariance (ANCOVA).mp4
17.52MB
6. Relationship Between Two Different Quantitative Variables/11. Selecting the Most Suitable Regression Model.mp4
33.28MB
6. Relationship Between Two Different Quantitative Variables/12. Conclusions to Section 6.mp4
5.39MB
6. Relationship Between Two Different Quantitative Variables/2. Correlation.mp4
43.4MB
6. Relationship Between Two Different Quantitative Variables/3. Linear Regression-Theory.mp4
24.87MB
6. Relationship Between Two Different Quantitative Variables/4. Linear Regression-Implementation in R.mp4
33.59MB
6. Relationship Between Two Different Quantitative Variables/5. The Conditions of Linear Regression.mp4
30.5MB
6. Relationship Between Two Different Quantitative Variables/6. Dealing with Multi-collinearity.mp4
38.17MB
6. Relationship Between Two Different Quantitative Variables/7. What More Does the Regression Model Tell Us.mp4
32.16MB
6. Relationship Between Two Different Quantitative Variables/8. Linear Regression and ANOVA.mp4
7.32MB
6. Relationship Between Two Different Quantitative Variables/9. Linear Regression With Categorical Variables and Interaction Terms.mp4
37.54MB
7. Other Types of Regression/1. Violation of Linear Regression Conditions Transform Variables.mp4
28.99MB
7. Other Types of Regression/10. Conclusions to Section 7.mp4
7.76MB
7. Other Types of Regression/2. Other Regression Techniques When Conditions of OLS Are Not Met.mp4
38.01MB
7. Other Types of Regression/3. Model 2 Regression Standardized Major Axis (SMA) Regression.mp4
28.33MB
7. Other Types of Regression/4. Polynomial and Non-linear regression.mp4
24.24MB
7. Other Types of Regression/5. Linear Mixed Effect Models.mp4
37.68MB
7. Other Types of Regression/6. Generalized Regression Model (GLM).mp4
11.83MB
7. Other Types of Regression/7. Logistic Regression in R.mp4
39.06MB
7. Other Types of Regression/8. Poisson Regression in R.mp4
14.13MB
7. Other Types of Regression/9. Goodness of fit testing.mp4
8.89MB
8. Multivariate Analysis/1. Why Do Multivariate Analysis.mp4
8MB
8. Multivariate Analysis/2. Cluster AnalysisUnsupervised Learning.mp4
34.93MB
8. Multivariate Analysis/3. Principal Component Analysis (PCA).mp4
29.72MB
8. Multivariate Analysis/4. Linear Discriminant Analysis (LDA).mp4
30.1MB
8. Multivariate Analysis/5. Correspondence Analysis.mp4
23.17MB
8. Multivariate Analysis/6. Similarity & Dissimilarity Across Sites.mp4
19.73MB
8. Multivariate Analysis/7. Non-metric multi dimensional scaling (NMDS).mp4
10.69MB
8. Multivariate Analysis/8. Multivariate Analysis of Variance (MANOVA).mp4
10.44MB
8. Multivariate Analysis/9. Conclusions to Section 8.mp4
6.22MB
9. Miscellaneous Lectures & Information/1. Exploratory Data Analysis With xda.mp4
10.91MB
9. Miscellaneous Lectures & Information/2. Read in Data from Online HTML Tables-Part 2.mp4
29.99MB
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