ADVANCED STATISTICAL PROCESS CONTROL

Course Content

Total Training Hours: 14 hours

  • INTRODUCTION  0/3

    • Lecture1.1
      Description Statistics
    • Lecture1.2
      Normal Distribution
    • Lecture1.3
      Test of Normality

  • HYPOTHESIS TESTING  0/5

    • Lecture2.1
      Step of Hypothesis Testing
    • Lecture2.2
      Test of Means
    • Lecture2.3
      Confidence Interval
    • Lecture2.4
      Test of Variance
    • Lecture2.5
      Test of Proportion

  • OTHER TYPES OF HYPOTHESIS TESTING  0/2

    • Lecture3.1
      Chi-squared Test
    • Lecture3.2
      Goodness-of-fit Test

  • REGRESSION ANALYSIS  0/6

    • Lecture4.1
      Linear regression
    • Lecture4.2
      Least Square Estimate
    • Lecture4.3
      Study of Correlation
    • Lecture4.4
      Multiple Regression
    • Lecture4.5
      Testing of Independent Variables
    • Lecture4.6
      Sum of squares (SS) and F-statistics

  • ANALYSIS OF VARIANCE (ANOVA)  0/4

    • Lecture5.1
      Variance of Sample Means
    • Lecture5.2
      Sample F Statistics
    • Lecture5.3
      Performing ANOVA
    • Lecture5.4
      Exercise
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