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1. Introduction
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2. Sample or population data_
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03 The fundamentals of descriptive statistics
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04 Measures of central tendency_ asymmetry_ and variability
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05 Practical example_ descriptive statistics
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06 Distributions
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07 Estimators and estimates
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08 Confidence intervals_ advanced topics
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09 Practical example_ inferential statistics
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10 Hypothesis testing_ Introduction
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11 Hypothesis testing_ Let's start testing!
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12 Practical example_ hypothesis testing
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13 The fundamentals of regression analysis
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14 Subtleties of regression analysis
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15 Assumptions for linear regression analysis
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16 Dealing with categorical data
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17 Practical example_ regression analysis