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[DesireCourse.Net] Udemy - Applied Statistical Modeling for Data Analysis in R
magnet:?xt=urn:btih:5dbd12a9fd92612b54d6a4956a384eb7175c55cf&dn=[DesireCourse.Net] Udemy - Applied Statistical Modeling for Data Analysis in R
磁力链接详情
Hash值:
5dbd12a9fd92612b54d6a4956a384eb7175c55cf
点击数:
199
文件大小:
1.34 GB
文件数量:
66
创建日期:
2020-1-6 09:36
最后访问:
2024-5-4 09:26
访问标签:
DesireCourse
Net
Udemy
-
Applied
Statistical
Modeling
for
Data
Analysis
in
R
文件列表详情
1. Introduction to the Basics of Applied Statistical Modelling/1. Introduction to the Instructor and Course.mp4 28.74 MB
1. Introduction to the Basics of Applied Statistical Modelling/3. Statistics in the Real World.mp4 25.28 MB
1. Introduction to the Basics of Applied Statistical Modelling/4. Designing Studies & Collecting Good Quality Data.mp4 20.9 MB
1. Introduction to the Basics of Applied Statistical Modelling/5. Different Types of Data.mp4 9.36 MB
1. Introduction to the Basics of Applied Statistical Modelling/6. Conclusion to Section 1.mp4 8.54 MB
2. Section 2 The Essentials of the R Programming Language/2. Introduction to the R Statistical Software & R Studio.mp4 27.73 MB
2. Section 2 The Essentials of the R Programming Language/3. Different Data Structures in R.mp4 30.53 MB
2. Section 2 The Essentials of the R Programming Language/4. Reading in Data from Different Sources.mp4 42.59 MB
2. Section 2 The Essentials of the R Programming Language/5. Indexing and Subsetting of Data.mp4 28.54 MB
2. Section 2 The Essentials of the R Programming Language/6. Data Cleaning Removing Missing Values.mp4 40.54 MB
2. Section 2 The Essentials of the R Programming Language/7. Exploratory Data Analysis in R.mp4 48.24 MB
2. Section 2 The Essentials of the R Programming Language/8. Conclusion to Section 2.mp4 5.42 MB
3. Statistical Tools to Learn More About Your Data/2. Measures of Center.mp4 17.01 MB
3. Statistical Tools to Learn More About Your Data/3. Measures of Variation.mp4 12.65 MB
3. Statistical Tools to Learn More About Your Data/4. Charting & Graphing Continuous Data.mp4 17.81 MB
3. Statistical Tools to Learn More About Your Data/5. Charting & Graphing Discrete Data.mp4 36.38 MB
3. Statistical Tools to Learn More About Your Data/6. Deriving Insights from QualitativeNominal Data.mp4 21.14 MB
3. Statistical Tools to Learn More About Your Data/7. Conclusions to Section 3.mp4 5.29 MB
4. Probability Distributions/1. Background.mp4 8.36 MB
4. Probability Distributions/2. Data Distribution Normal Distribution.mp4 9.6 MB
4. Probability Distributions/3. Checking For Normal Distribution.mp4 12.8 MB
4. Probability Distributions/4. Standard Normal Distribution and Z-scores.mp4 10 MB
4. Probability Distributions/5. Confidence Interval-Theory.mp4 13.71 MB
4. Probability Distributions/6. Confidence Interval-Computation in R.mp4 10.24 MB
4. Probability Distributions/7. Conclusions to Section 4.mp4 3.39 MB
5. Statistical Inference/1. What is Hypothesis Testing.mp4 13.41 MB
5. Statistical Inference/2. T-tests Application in R.mp4 26.37 MB
5. Statistical Inference/3. Non-Parametric Alternatives to T-Tests.mp4 13.02 MB
5. Statistical Inference/4. One-way ANOVA.mp4 16.04 MB
5. Statistical Inference/5. Non-parametric version of One-way ANOVA.mp4 5.9 MB
5. Statistical Inference/6. Two-way ANOVA.mp4 14.21 MB
5. Statistical Inference/7. Power Test for Detecting Effect.mp4 20.1 MB
5. Statistical Inference/8. Conclusions to Section 5.mp4 5.46 MB
6. Relationship Between Two Different Quantitative Variables/1. Explore the Relationship Between Two Quantitative Variables.mp4 9.43 MB
6. Relationship Between Two Different Quantitative Variables/10. Analysis of Covariance (ANCOVA).mp4 17.52 MB
6. Relationship Between Two Different Quantitative Variables/11. Selecting the Most Suitable Regression Model.mp4 33.28 MB
6. Relationship Between Two Different Quantitative Variables/12. Conclusions to Section 6.mp4 5.39 MB
6. Relationship Between Two Different Quantitative Variables/2. Correlation.mp4 43.4 MB
6. Relationship Between Two Different Quantitative Variables/3. Linear Regression-Theory.mp4 24.87 MB
6. Relationship Between Two Different Quantitative Variables/4. Linear Regression-Implementation in R.mp4 33.59 MB
6. Relationship Between Two Different Quantitative Variables/5. The Conditions of Linear Regression.mp4 30.5 MB
6. Relationship Between Two Different Quantitative Variables/6. Dealing with Multi-collinearity.mp4 38.17 MB
6. Relationship Between Two Different Quantitative Variables/7. What More Does the Regression Model Tell Us.mp4 32.16 MB
6. Relationship Between Two Different Quantitative Variables/8. Linear Regression and ANOVA.mp4 7.32 MB
6. Relationship Between Two Different Quantitative Variables/9. Linear Regression With Categorical Variables and Interaction Terms.mp4 37.54 MB
7. Other Types of Regression/1. Violation of Linear Regression Conditions Transform Variables.mp4 28.99 MB
7. Other Types of Regression/10. Conclusions to Section 7.mp4 7.76 MB
7. Other Types of Regression/2. Other Regression Techniques When Conditions of OLS Are Not Met.mp4 38.01 MB
7. Other Types of Regression/3. Model 2 Regression Standardized Major Axis (SMA) Regression.mp4 28.33 MB
7. Other Types of Regression/4. Polynomial and Non-linear regression.mp4 24.24 MB
7. Other Types of Regression/5. Linear Mixed Effect Models.mp4 37.68 MB
7. Other Types of Regression/6. Generalized Regression Model (GLM).mp4 11.83 MB
7. Other Types of Regression/7. Logistic Regression in R.mp4 39.06 MB
7. Other Types of Regression/8. Poisson Regression in R.mp4 14.13 MB
7. Other Types of Regression/9. Goodness of fit testing.mp4 8.89 MB
8. Multivariate Analysis/1. Why Do Multivariate Analysis.mp4 8 MB
8. Multivariate Analysis/2. Cluster AnalysisUnsupervised Learning.mp4 34.93 MB
8. Multivariate Analysis/3. Principal Component Analysis (PCA).mp4 29.72 MB
8. Multivariate Analysis/4. Linear Discriminant Analysis (LDA).mp4 30.1 MB
8. Multivariate Analysis/5. Correspondence Analysis.mp4 23.17 MB
8. Multivariate Analysis/6. Similarity & Dissimilarity Across Sites.mp4 19.73 MB
8. Multivariate Analysis/7. Non-metric multi dimensional scaling (NMDS).mp4 10.69 MB
8. Multivariate Analysis/8. Multivariate Analysis of Variance (MANOVA).mp4 10.44 MB
8. Multivariate Analysis/9. Conclusions to Section 8.mp4 6.22 MB
9. Miscellaneous Lectures & Information/1. Exploratory Data Analysis With xda.mp4 10.91 MB
9. Miscellaneous Lectures & Information/2. Read in Data from Online HTML Tables-Part 2.mp4 29.99 MB
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