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Course Outline For:
Microsoft Excel 2003 for Statistics
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Introduction Data Validation Statistical Distributions More lessons below ...
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Generating Random Data  Patterns / Dates / Uniform Distribution  Binary / Bernoulli / Normal Distribution  Poisson & Custom Distributions Probability  Probability Terms & Definitions pt. 1  Probability Terms & Definitions pt. 2  The Laws of Probability  Computing Independent Probabilities pt. 1  Computing Independent Probabilities pt. 2  Computing Dependent Probabilities  Selecting a Random Sample: Set Up  Selecting a Random Sample: Execution  Sampling from a List pt. 1  Sampling from a List pt. 2  Sampling an Existing Database pt. 1  Sampling an Existing Database pt. 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 pt. 1  Unconfounding The Data pt. 2  The Pareto Chart pt. 1  The Pareto Chart pt. 2 Computing Probabilities w/ Distributions  Using the Binomial pt. 1  Using the Binomial pt. 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 pt. 1  Pivot Tables & Pivot Charts pt. 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 pt. 1  A 2nd Chi-Squared Test pt. 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 pt. 1  The Pivot Table pt. 2  Regression by Total Bill  Regression by Average Bill pt. 1  Regression by Average Bill pt. 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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