Microsoft Excel for Statistics Tutorial Video

Self Study, Tutorial Video on CD - DVD. Tutor Mark Clarkson guides you using step-by-step examples. Learn directly from your own desk high quality training videos at an affordable price. It works on both PC and Mac, this course is ideal for Beginners and Advanced users

These Microsoft Excel 2003 statistics tutorials are not designed for users with little or no knowledge of Microsoft Excel, these tutorials however are aimed towards the user that already has a basic understanding of the application and wishes to expand their knowledge into the area of Statistics. Using working examples in conjunction with the narrated QuickTime videos you can expect to learn how to accomplish professional results quickly, you should also get an ideal of the kind of problems and solutions that would be needed to work with Excel in the creation of Statistics in a commercial environment, this training course also comes with practical exercise files which can be used to follow along with the author, if you so wish. Overall an excellent tutorial for users of an intermediate level, beginners should consider the Microsoft Excel Fundamentals first.. Watch our free Excel for Statistics Tutorial Videos by clicking the blue lesson links below.

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Excel for Statistics Tutorial CD / DVD

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Topics Covered on this Training Video Include:
Introduction Data Validation Statistical Distributions
We hope you enjoyed the free videos above. To watch all this course including the chapters below please purchase the CD.
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Generating Random Data
  • Patterns / Dates / Uniform Distribution
  • Binary / Bernoulli / Normal Distribution
  • Poisson & Custom Distributions
Probability
  • Probability Terms & Definitions Lesson 1
  • Probability Terms & Definitions Lesson 2
  • The Laws of Probability
  • Computing Independent Probabilities Lesson 1
  • Computing Independent Probabilities Lesson 2
  • Computing Dependent Probabilities
  • Selecting a Random Sample: Set Up
  • Selecting a Random Sample: Execution
  • Sampling from a List Lesson 1
  • Sampling from a List Lesson 2
  • Sampling an Existing Database Lesson 1
  • Sampling an Existing Database Lesson 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 Lesson 1
  • Unconfounding The Data Lesson 2
  • The Pareto Chart Lesson 1
  • The Pareto Chart Lesson 2
Computing Probabilities w/ Distributions
  • Using the Binomial Lesson 1
  • Using the Binomial Lesson 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 Lesson 1
  • Pivot Tables & Pivot Charts Lesson 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 Lesson 1
  • A 2nd Chi-Squared Test Lesson 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 Lesson 1
  • The Pivot Table Lesson 2
  • Regression by Total Bill
  • Regression by Average Bill Lesson 1
  • Regression by Average Bill Lesson 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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