Introduction
Instructors & Overview of Course
Values & Variables - Important Terms
Data Validation
Preparing to Enter Data
Number / Date / Custom Error Messages
Validating List Data
Using Custom Warnings
Statistical Distributions
Terms & Concepts
The Normal Distribution
The Binomial Distribution - Tuition 1
The Binomial Distribution - Tuition 2
The Poisson Distribution
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Generating Random Data
Patterns / Dates / Uniform Distribution
Binary / Bernoulli / Normal Distribution
Poisson & Custom Distributions
Probability
Probability Terms & Definitions - Tuition 1
Probability Terms & Definitions - Tuition 2
The Laws of Probability
Computing Independent Probabilities - Tuition 1
Computing Independent Probabilities - Tuition 2
Computing Dependent Probabilities
Selecting a Random Sample: Set Up
Selecting a Random Sample: Execution
Sampling from a List - Tuition 1
Sampling from a List - Tuition 2
Sampling an Existing Database - Tuition 1
Sampling an Existing Database - Tuition 2
Adding Data to an Existing Database
Descriptive Statistics
The Default Histogram
Improving the Histogram with Custom Bins
Creating Descriptive Statistics
Using Inline Functions
A Histogram of 2006 Restaurant Bills
Unconfounding The Data - Tuition 1
Unconfounding The Data - Tuition 2
The Pareto Chart - Tuition 1
The Pareto Chart - Tuition 2
Computing Probabilities w/ Distributions
Using the Binomial - Tuition 1
Using the Binomial - Tuition 2
Using Compliments
Using the Poisson
Building a Histogram
When to Use the Normal Distribution
Computing Probabilities with Normdist()
Norminv() / Normal vs. Poisson
Relationships
Relationships in Anscombe's Data
The Types of Graphs in Excel
Pivot Tables & Pivot Charts
Scatter Diagrams
Pivot Tables with Multiple Variables
Pivot Tables & Pivot Charts - Tuition 1
Pivot Tables & Pivot Charts - Tuition 2
Chi-Squared: Getting Ready
Chi-Squared: How Chi-Squared Works
Chi-Squared: Expected Values
Chi-Squared: Computing Expected Values
Chi-Squared: Summarizing the Data
A 2nd Chi-Squared Test - Tuition 1
A 2nd Chi-Squared Test - Tuition 2
Finishing Our 2nd Chi-Squared Test
Intro to Correlation
Your First Correlation In Date & Bill
Computing More Correlations
Graphical analysis
Improving Our Histogram
Reformatting Our Scatter Chart
Formatting Axes & Finishing Touches
Other Chart Options
Graphing Multiple Variables
Multiple Variables: The Plot Area
Multiple Variables: Lines & Ordering
Multiple Variables: Axes & Titles
Inferential Statistics - Regression
The Trend Line
R-Squared & the Regression Equation
Regression: R-Squared & Significance
Coefficients & Residuals
Residual & Line Fit Plots
Making Predictions
Identifying Data Sets for Regression
The Pivot Table - Tuition 1
The Pivot Table - Tuition 2
Regression by Total Bill
Regression by Average Bill - Tuition 1
Regression by Average Bill - Tuition 2
Regression by Type
Banquet Estimates
Estimating Our Error
Buffet Estimates
Inferential Statistics in ANOVA
t-Test: Setting Up the t-Test
t-Test: Consulting Our Pivot Table
t-Test: Running the t-Test
t-Test: Interpreting the Results
ANOVA: Introduction
ANOVA: Preparing the Data
ANOVA: Running ANOVA & Checking Variances
ANOVA: Interpreting the Results
ANOVA: Understanding the Statistics
Graphing the Confidence Intervals
Computing the Confidence Intervals
Wrap-up & Review
Data Classes / Validation / Distributions
Generating Data & Probability Concepts
Histograms & Descriptive Statistics
Pivot Tables / Chi-Squared / Correlation
Improving Graphs & Linear Regression
t-Test & ANOVA
Credits
About the Authors
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