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01 – Introduction
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02 – 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
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18 – Bonus lecture
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