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Statistical Inference for Regression and One-Way ANOVA: Estimation, Confidence Intervals, and Model Comparison

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Linear Regression & Least Squares Method

  • Guided course
    Using Regression Lines to Predict Values
    04:57
  • Guided course
    Intro to Least Squares Regression Example 1
    05:02
  • Guided course
    Intro to Least Squares Regression
    07:01

Residuals

  • Guided course
    Residuals and Residual Plots
    07:38

Inferences for Slope

  • Guided course
    Confidence Interval for the Slope of a Regression Line Example 5
    02:31
  • Guided course
    Confidence Interval for the Slope of a Regression Line Example 4
    02:47
  • Guided course
    Hypothesis Test for the Slope of a Regression Line Example 3
    04:13

Prediction Intervals

  • Guided course
    Prediction Intervals
    09:00

Introduction to Confidence Intervals

  • Guided course
    Critical Values: z Scores
    04:46
  • Guided course
    Introduction to Confidence Intervals
    06:33

Confidence Intervals for Population Mean

  • Guided course
    Finding t-Values Using a TI-84
    05:47
  • Guided course
    Critical Values: t-Distribution
    05:50
  • Guided course
    Finding Confidence Intervals Using TI-84
    04:30

Introduction to ANOVA

  • Guided course
    ANOVA Test
    05:31
  • Guided course
    ANOVA Test Using TI-84
    04:58
  • Guided course
    ANOVA Test Using TI-84 Example 1
    02:43