Dive into an extensive 2.5-hour video series covering advanced statistical concepts and techniques. Master scatter plots, correlation coefficients, and linear relationships. Learn to calculate and interpret correlation coefficients using Excel, understand their statistical significance, and explore critical values. Delve into the coefficient of determination and the important distinction between correlation and causation. Review algebraic lines before tackling linear regression in depth, including residual analysis, sum of squared errors, and standard error of the estimate. Explore prediction intervals and confidence intervals for slope and y-intercept. Conclude with an introduction to multiple regression, equipping you with powerful tools for data analysis and interpretation.
Overview
Syllabus
Lesson 1 - Learn Scatter Plots in Statistics.
Statistics, Vol 8 Lesson 2 Correlation Coefficient And Linear Relationships.
Statistics, Vol 8 Lesson 3 Correlation Coefficient Formula.
Statistics, Vol 8 Lesson 4 Using Excel To Calculate The Correlation Coefficient, Part 1.
Statistics, Vol 8 Lesson 5 Using Excel To Calculate The Correlation Coefficient, Part 2.
Statistics, Vol 8 Lesson 6 Statistical Significance Of The Correlation Coefficient, Part 1.
Statistics, Vol 8 Lesson 7 Statistical Significance Of The Correlation Coefficient, Part 2.
Statistics, Vol 8 Lesson 8 Statistical Significance Of The Correlation Coefficient, Part 3.
Statistics, Vol 8 Lesson 9 Critical Values To Find Correlation Significance, Part 1.
Statistics, Vol 8 Lesson 10 Critical Values To Find Correlation Significance, Part 2.
Statistics, Vol 8 Lesson 11 Coefficient Of Determination.
Statistics, Vol 8 Lesson 12 Correlation Does Not Imply Causation.
Statistics, Vol 8 Lesson 13 Review Of Lines In Algebra.
Statistics, Vol 8 Lesson 14 Linear Regression, Part 1.
Statistics, Vol 8 Lesson 15 Linear Regression, Part 2.
Statistics, Vol 8 Lesson 16 Linear Regression, Part 3.
Statistics, Vol 8 Lesson 17 Linear Regression, Part 4.
Statistics, Vol 8 Lesson 18 Linear Regression, Part 5.
Statistics, Vol 8 Lesson 19 Linear Regression, Part 6.
Statistics, Vol 8 Lesson 20 Regression Analysis Residual And Sum Of Squared Errors, Part 1.
Statistics, Vol 8 Lesson 21 Regression Analysis Residual And Sum Of Squared Errors, Part 2.
Statistics, Vol 8 Lesson 22 Regression Analysis Standard Error Of The Estimate, Part 1.
Statistics, Vol 8 Lesson 23 Regression Analysis Standard Error Of The Estimate, Part 2.
Statistics, Vol 8 Lesson 24 Regression Analysis Prediction Interval, Part 1.
Statistics, Vol 8 Lesson 25 Regression Analysis Prediction Interval, Part 2.
Statistics, Vol 8 Lesson 26 Regression Analysis Prediction Interval, Part 3.
Statistics, Vol 8 Lesson 27 Confidence Interval For Slope And Y intercept, Part 1.
Statistics, Vol 8 Lesson 28 Confidence Interval For Slope And Y intercept, Part 2.
Statistics, Vol 8 Lesson 29 Confidence Interval For Slope And Y intercept, Part 3.
Statistics, Vol 8 Lesson 30 Multiple Regression, Part 1.
Statistics, Vol 8 Lesson 31 Multiple Regression, Part 2.
Statistics, Vol 8 Lesson 32 Multiple Regression, Part 3.
Statistics, Vol 8 Lesson 33 Multiple Regression, Part 4.
Taught by
mathandscience
