Practical Statistics for Data Scientists: 50 Essential Concepts
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Key Terms for Variability Metrics
Alex Siegman
Key Terms for Variability Metrics
7%
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Key Terms for Exploring the Distribution
Alex Siegman
Key Terms for Exploring the Distribution
8%
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Key Ideas
Alex Siegman
Key Ideas for Exploring the Data Distribution
10%
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Key Terms for Exploring Two or More Variables
Alex Siegman
Key Terms for Exploring Two or More Variables
12%
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Key Ideas
Alex Siegman
Key Ideas for Exploring Two or More Variables
13%
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Key Terms for Random Sampling
Alex Siegman
Key Terms for Random Sampling
14%
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Key Ideas
Alex Siegman
Key Ideas for Random Sampling
14%
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Key Terms
Alex Siegman
Key Terms for Selection Bias
15%
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Key Terms
Alex Siegman
Key Terms for Sampling Distribution
16%
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Key Ideas
Alex Siegman
Key Ideas for Sampling Distribution
16%
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Key Terms
Alex Siegman
Key Terms for Bootstraping
17%
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Key Ideas
Alex Siegman
Key Ideas for Bootstrapping
17%
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Key Ideas
Alex Siegman
Key Ideas for Confidence Intervals
18%
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Key Terms
Alex Siegman
Key Terms for Normal Distribution
18%
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Key Ideas
Alex Siegman
Key Ideas for Normal Distribution
20%
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Key Terms for Binomial Distribution
Alex Siegman
Key Terms for Binomial Distribution
20%
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Key Ideas
Alex Siegman
Key Ideas for Binomial Distribution
20%
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Key Terms for Poisson and Related Distributions
Alex Siegman
Key Terms for Poisson and Related Distributions
21%
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Key Ideas
Alex Siegman
Key Ideas for Poisson and Related Distributions
22%
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Key Terms for A/B Testing
Alex Siegman
Key Terms for A/B Testing
24%
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Key Terms
Alex Siegman
Key Terms for Resampling
25%
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Key Ideas
Alex Siegman
Key Ideas for Resampling
25%
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Key Terms
Alex Siegman
Key Terms for P-values
27%
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Key Ideas
Alex Siegman
Key Ideas for P-values
27%
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Key Terms
Alex Siegman
Key Terms for T-tests
27%
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Key Ideas
Alex Siegman
Key Ideas for T-tests
28%
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Key Terms
Alex Siegman
Key Terms for Multiple Testing
28%
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Key Ideas
Alex Siegman
Key Ideas for Multiple Testing
29%
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Key Terms for ANOVA
Alex Siegman
Key Terms for ANOVA
30%
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Key Ideas
Alex Siegman
Key Ideas for ANOVA
30%
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Key Terms
Alex Siegman
Key Terms for Chi-square Test
32%
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Key Ideas
Alex Siegman
Key Ideas for Chi-square Test
32%
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Key Terms
Alex Siegman
Key Terms for Multi-arm Bandit
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Key Ideas
Alex Siegman
Key Ideas for Multi-arm Bandit
33%
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Key Terms
Alex Siegman
Key Terms for Power
33%
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Key Ideas
Alex Siegman
Key Ideas for Power
34%
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Key Terms for Simple Linear Regression
Alex Siegman
Key Terms for Linear Regression
36%
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Key Ideas
Alex Siegman
Key Ideas for Linear Regression
36%
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Key Terms for Multiple Linear Regression
Alex Siegman
Key Terms for Multiple Linear Regression
39%
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Key Ideas
Alex Siegman
Key Ideas for Multiple Linear Regression
39%
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Key Terms for Prediction Using Regression
Alex Siegman
Key Terms for Prediction Using Regression
40%
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Key Ideas
Alex Siegman
Key Ideas for Prediction Using Regression
40%
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Key Terms for Factor Variables
Alex Siegman
Key Terms for Factor Variables
42%
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Key Ideas
Alex Siegman
Key Ideas for Factor Variables
42%
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Key Terms for Interpreting the Regression Equation
Alex Siegman
Key Terms for Regression Interpretation
44%
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Key Ideas
Alex Siegman
Key Ideas for Regression Interpretation
44%
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Key Terms for Regression Diagnostics
Alex Siegman
Key Terms for Regression Diagnostics
47%
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Key Ideas
Alex Siegman
Key Ideas for Regression Diagnostics
47%
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Key Terms for Nonlinear Regression
Alex Siegman
Key Terms for Nonlinear Regression
48%
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Key Ideas
Alex Siegman
Key Ideas for Nonlinear Regression
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