Supplementary Material for Math Models

Mathematics

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Danh mục: Khoa học cơ bản

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01: Visualizing Data
1.01: Visualisation and Transformation of Data
1.02: Descriptive Statistics
1.2.0E: 1.2.E: Descriptive Statistics (Exercises)
1.2.01: Prelude to Descriptive Statistics
1.2.02: Stem-and-Leaf Graphs (Stemplots), Line Graphs, and Bar Graphs
1.2.03: Histograms, Frequency Polygons, and Time Series Graphs
1.2.04: Measures of the Location of the Data
1.2.4.4E: 1.2.4.4E: Measures of the Location of the Data (Exercises)
1.2.05: Box Plots
1.2.06: Measures of the Center of the Data
1.2.07: Skewness and the Mean, Median, and Mode
1.2.08: Measures of the Spread of the Data
1.2.09: Descriptive Statistics (Worksheet)
1.03: Three Popular Data Displays
1.04: Fitting Models to Data
1.05: Reading Data into the R Environment
1.5.01: Reading CSV files
1.06: Visual Statistics Use R! (Shipunov)
02: Emperical Modelsing
2.01: Fitting Techniques
2.02: One-Factor Regression
2.2.01: Visualize the Data
2.2.02: The Linear Model Function
2.2.03: Evaluating the Quality of the Model
2.2.04: Residual Analysis
2.03: Linear Regression and Correlation
2.3.0E: 2.3.E: Linear Regression and Correlation (Exercises)
2.3.01: Prelude to Linear Regression and Correlation
2.3.02: Linear Equations
2.3.2.2E: 2.3.2.2E: Linear Equations (Exercises)
2.3.03: Scatter Plots
2.3.3.3E: 2.3.3.3E: Scatter Plots (Exercises)
2.3.04: The Regression Equation
2.3.4.4E: 2.3.4.4E: The Regression Equation (Exercise)
2.3.05: Testing the Significance of the Correlation Coefficient
2.3.5.5E: 2.3.5.5E: Testing the Significance of the Correlation Coefficient (Exercises)
2.3.06: Prediction
2.3.6.6E: 2.3.6.6E: Prediction (Exercises)
2.3.07: Outliers
2.3.7.7E: 2.3.7.7E: Outliers (Exercises)
2.3.08: Regression - Distance from School (Worksheet)
2.3.09: Regression - Textbook Cost (Worksheet)
2.3.10: Regression - Fuel Efficiency (Worksheet)
03: Introduction to R
3.01: Why Programming Is Hard to Learn
3.02: Using RStudio
3.03: Getting Started with R
3.04: Variables
3.05: Functions
3.06: Vectors
3.07: Math with Vectors
3.08: Data Frames
3.09: Using R Libraries
3.10: Working with Data Files
3.11: Suggested Readings and Videos
04: Error Propagation
05: The Chi-Square Distribution
5.0E: 5.E: The Chi-Square Distribution (Exercises)
5.01: Prelude to The Chi-Square Distribution
5.02: Facts About the Chi-Square Distribution
5.03: Goodness-of-Fit Test
5.04: Test of Independence
5.05: Test for Homogeneity
5.06: Comparison of the Chi-Square Tests
5.07: Test of a Single Variance
5.08: Lab 1- Chi-Square Goodness-of-Fit (Worksheet)
5.09: Lab 2- Chi-Square Test of Independence (Worksheet)
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