Introduction
Using Excel for statistics
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What you need to know
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Using the exercise files
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Excel on Mac or PC
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Using Copilot
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1. Starting with Excel
Excel basics
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Random number generator
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Copilot: Basic assistance
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2. Dataset Basics
SUM, COUNT, MAX, MIN, and Range
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Means, medians, and modes
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Copilot: Dataset exploration
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3. Looking at Data
Frequency table
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Histogram
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Copilot: Tables and charts
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4. Dataset Variability
Standard deviation
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Normal curve and normal distribution
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Skewness and kurtosis
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Empirical rule
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Copilot: Measuring variability
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5. Excel Descriptive Tools
Descriptive tool
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Descriptive tool exercise
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Copilot: Descriptive tool
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6. Basic Probability Concepts
Probability explained
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Percentiles
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Permutations
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Combinations
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Addition rule of probability
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Multiplication rule of probability
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Conditional probability and probability trees
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Copilot: Probability
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7. Discrete Probabilities
Discrete probability explained
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Discrete: Mean
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Discrete: Standard deviation
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Discrete: Binomial distribution
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Copilot: Discrete probability
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8. Continuous Probabilities
Continuous: Z-score tables
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Continuous: Creating a normal curve in Excel
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Continuous: Calculating normal distribution probabilities
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Copilot: Continuous probability
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Getting ready for part two
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9. Sampling
Sample considerations
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The central limit theorem
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t-statistic vs. z-statistic
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Copilot: Sampling concepts
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10. Confidence Intervals
Introduction to confidence intervals
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Creating confidence intervals in Excel: Proportions
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Creating confidence intervals in Excel: Means
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Copilot: Confidence intervals
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11. Hypothesis Tests
How to test a hypothesis
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Five steps of hypothesis testing
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One-tailed vs. two-tailed tests
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Hypothesis test exercise: Means
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Hypothesis test exercise: Proportions
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Copilot: Hypothesis testing
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12. Comparing Two Populations
Explanation of two population comparisons
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Comparing two populations: Proportions
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Comparing two populations: Means
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Copilot: Comparing two populations
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13. ANOVA: Analysis of Variance
ANOVA: What is analysis of variance?
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Hypothesis test and the F-statistic
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Copilot: ANOVA
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14. Regression
What is regression?
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Regression terminology
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Linear regressions
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Copilot: Linear regression
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15. Simulation
Business simulation example
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Copilot: Simulations
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Conclusion
Continue learning Excel statistics
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Ex_Files_Complete_Guide_Excel_Statistics.zip
(5.3 MB)