All Terminologies

All Terminologies#

Module 1#

  • Probability

  • Probability Mass Function

  • Probability Distribution Fuction

  • Cumulative Distribution Function

  • Continuous Variables vs Discrete Attributes

  • Uniform Distribution

  • Normal Distribution

  • Binomial Distribution

  • Poisson Distribution

  • Sample

  • Histogram

Module 2#

  • p-value

  • Hypothesis Testing

    • Null Hypothesis

    • Alternative Hypothesis

  • Type-I Error Rate (\(\alpha\))

  • Student’s T-distribution

  • Chi-squared Distribution

  • z-test, t-test, Chi-squared Test

Module 3#

  • Critical to Quality (CTQ)

  • Subgroups

  • X-bar Chart, R-Chart, s-Chart

  • p-chart

  • u-chart

Module 4#

  • Stable Processes

  • Average Run Length (ARL)

  • Type-II Error

  • Natural Tolerance Limits

  • Specification Limits

  • Fall-out

  • Parts per Million (ppm)

Module 5#

  • ANOVA

  • Factorial Designs (or Experiments)

  • F-Test

  • Linear Regression Model

  • Interaction Effect

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