Workshop Statistics: Discovery with Data

Table of Contents

• Unit I Exploring Data: Distributions
  • Topic 1 Data, Variables, Distributions
  • Topic 2 Displaying and Describing Distributions
  • Topic 3 Measures of Center
  • Topic 4 Measures of Spread
  • Topic 5 Comparing Distributions

• Unit II Exploring Data: Relationships
  • Topic 6 Graphical Displays of Association
  • Topic 7 Correlation
  • Topic 8 Least Squares Regression I
  • Topic 9 Least Squares Regression II
  • Topic 10 Contingency Tables

• Unit III Randomness
  • Topic 11 Random Sampling
  • Topic 12 Sampling Distributions: Confidence
  • Topic 13 Sampling Distributions: Significance
  • Topic 14 Normal Distributions
  • Topic 15 Central Limit Theorem

• Unit IV Inferences from Data: Principles
  • Topic 16 Confidence Intervals I
  • Topic 17 Confidence Intervals II
  • Topic 18 Tests of Significance I
  • Topic 19 Tests of Significance II

• Unit V Inferences from Data: Comparisons
  • Topic 20 Designing Experiments
  • Topic 21 Comparing Two Proportions I
  • Topic 22 Comparing Two Proportions II

• Unit VI Inferences from Data: Measurements
  • Topic 23 Inference for a Population Mean I
  • Topic 24 Inference for a Population Mean II
  • Topic 25 Comparing Two Means

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