├── .github └── FUNDING.yml ├── 10. Logistic Regression-2 ├── 11. Classification & Regression Trees ├── 12. Ensemble Methods ├── 13. Time Series Forecasting ├── 3. Statistical Distributions, Simulation & Model Assumptions ├── 5. Simple Linear Regression with R ├── 6. Standard Error, CIs, Bootstrap ├── 7. Multiple Linear Regression ├── 8. Multicollinearity ├── 9. Logistic Regression-1 ├── Cardiotocographic.csv ├── Live Lecture Series-1 ├── README.md ├── binary.csv ├── dodgers.csv └── vehicle.csv /.github/FUNDING.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/.github/FUNDING.yml -------------------------------------------------------------------------------- /10. Logistic Regression-2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/10. Logistic Regression-2 -------------------------------------------------------------------------------- /11. Classification & Regression Trees: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/11. Classification & Regression Trees -------------------------------------------------------------------------------- /12. Ensemble Methods: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/12. Ensemble Methods -------------------------------------------------------------------------------- /13. Time Series Forecasting: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/13. Time Series Forecasting -------------------------------------------------------------------------------- /3. Statistical Distributions, Simulation & Model Assumptions: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/3. Statistical Distributions, Simulation & Model Assumptions -------------------------------------------------------------------------------- /5. Simple Linear Regression with R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/5. Simple Linear Regression with R -------------------------------------------------------------------------------- /6. Standard Error, CIs, Bootstrap: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/6. Standard Error, CIs, Bootstrap -------------------------------------------------------------------------------- /7. Multiple Linear Regression: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/7. Multiple Linear Regression -------------------------------------------------------------------------------- /8. Multicollinearity: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/8. Multicollinearity -------------------------------------------------------------------------------- /9. Logistic Regression-1: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/9. Logistic Regression-1 -------------------------------------------------------------------------------- /Cardiotocographic.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/Cardiotocographic.csv -------------------------------------------------------------------------------- /Live Lecture Series-1: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/Live Lecture Series-1 -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/README.md -------------------------------------------------------------------------------- /binary.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/binary.csv -------------------------------------------------------------------------------- /dodgers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/dodgers.csv -------------------------------------------------------------------------------- /vehicle.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bkrai/Statistical-Modeling-and-Graphs-with-R/HEAD/vehicle.csv --------------------------------------------------------------------------------