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Statistical Analysis with Excel For Dummies

Vörumerki: Dummies Series
Vörunúmer: 9781119271161
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Statistical Analysis with Excel For Dummies

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Efnisyfirlit

  • Cover
  • Introduction
    • About This Book
    • What You Can Safely Skip
    • Foolish Assumptions
    • How This Book Is Organized
    • Icons Used in This Book
    • Where to Go from Here
  • Part 1: Getting Started with Statistical Analysis with Excel: A Marriage Made in Heaven
    • Chapter 1: Evaluating Data in the Real World
      • The Statistical (and Related) Notions You Just Have to Know
      • Inferential Statistics: Testing Hypotheses
      • What’s New in Excel 2016?
      • What’s Old in Excel 2016?
      • Knowing the Fundamentals
      • What’s New in This Edition?
    • Chapter 2: Understanding Excel’s Statistical Capabilities
      • Getting Started
      • Setting Up for Statistics
      • Accessing Commonly Used Functions
  • Part 2: Describing Data
    • Chapter 3: Show and Tell: Graphing Data
      • Why Use Graphs?
      • Some Fundamentals
      • Excel’s Graphics (Chartics?) Capabilities
      • Becoming a Columnist
      • Slicing the Pie
      • Drawing the Line
      • Adding a Spark
      • Passing the Bar
      • The Plot Thickens
      • Finding Another Use for the Scatter Chart
      • Tasting the Bubbly
      • Taking Stock
      • Scratching the Surface
      • On the Radar
      • Growing a Treemap and Bursting Some Sun
      • Building a Histogram
      • Ordering Columns: Pareto
      • Of Boxes and Whiskers
      • 3D Maps
    • Chapter 4: Finding Your Center
      • Means: The Lore of Averages
      • Medians: Caught in the Middle
      • Statistics à la Mode
    • Chapter 5: Deviating from the Average
      • Measuring Variation
      • Back to the Roots: Standard Deviation
      • Related Functions
    • Chapter 6: Meeting Standards and Standings
      • Catching Some Zs
      • Where Do You Stand?
    • Chapter 7: Summarizing It All
      • Counting Out
      • The Long and Short of It
      • Getting Esoteric
      • Tuning In the Frequency
      • Can You Give Me a Description?
      • Be Quick About It!
      • Instant Statistics
    • Chapter 8: What’s Normal?
      • Hitting the Curve
      • A Distinguished Member of the Family
      • Graphing a Standard Normal Distribution
  • Part 3: Drawing Conclusions from Data
    • Chapter 9: The Confidence Game: Estimation
      • Understanding Sampling Distributions
      • An EXTREMELY Important Idea: The Central Limit Theorem
      • The Limits of Confidence
      • Fit to a t
    • Chapter 10: One-Sample Hypothesis Testing
      • Hypotheses, Tests, and Errors
      • Hypothesis Tests and Sampling Distributions
      • Catching Some Z’s Again
      • t for One
      • Visualizing a t-Distribution
      • Testing a Variance
      • Visualizing a Chi-Square Distribution
    • Chapter 11: Two-Sample Hypothesis Testing
      • Hypotheses Built for Two
      • Revisited
      • t for Two
      • A Matched Set: Hypothesis Testing for Paired Samples
      • Testing Two Variances
      • Visualizing the F-Distribution
    • Chapter 12: Testing More Than Two Samples
      • Testing More Than Two
      • Another Kind of Hypothesis, Another Kind of Test
    • Chapter 13: Slightly More Complicated Testing
      • Cracking the Combinations
      • Cracking the Combinations Again
      • Two Kinds of Variables … at Once
      • Using Excel with a Mixed Design
      • Graphing the Results
      • After the ANOVA
    • Chapter 14: Regression: Linear and Multiple
      • The Plot of Scatter
      • Graphing Lines
      • Regression: What a Line!
      • Worksheet Functions for Regression
      • Data Analysis Tool: Regression
      • Juggling Many Relationships at Once: Multiple Regression
      • Excel Tools for Multiple Regression
    • Chapter 15: Correlation: The Rise and Fall of Relationships
      • Scatterplots Again
      • Understanding Correlation
      • Correlation and Regression
      • Testing Hypotheses About Correlation
      • Worksheet Functions for Correlation
      • Data Analysis Tool: Correlation
      • Data Analysis Tool: Covariance
      • Testing Hypotheses About Correlation
    • Chapter 16: It’s About Time
      • A Series and Its Components
      • A Moving Experience
      • How To Be a Smoothie, Exponentially
      • One-Click Forecasting!
    • Chapter 17: Non-Parametric Statistics
      • Independent Samples
      • Matched Samples
      • Correlation: Spearman’s rS
      • A Heads-Up
  • Part 4: Probability
    • Chapter 18: Introducing Probability
      • What Is Probability?
      • Compound Events
      • Conditional Probability
      • Large Sample Spaces
      • Worksheet Functions
      • Random Variables: Discrete and Continuous
      • Probability Distributions and Density Functions
      • The Binomial Distribution
      • Worksheet Functions
      • Hypothesis Testing with the Binomial Distribution
      • The Hypergeometric Distribution
    • Chapter 19: More on Probability
      • Discovering Beta
      • Poisson
      • Working with Gamma
      • Exponential
    • Chapter 20: A Career in Modeling
      • Modeling a Distribution
      • A Simulating Discussion
  • Part 5: The Part of Tens
    • Chapter 21: Ten Statistical and Graphical Tips and Traps
      • Significant Doesn’t Always Mean Important
      • Trying to Not Reject a Null Hypothesis Has a Number of Implications
      • Regression Isn’t Always Linear
      • Extrapolating Beyond a Sample Scatterplot Is a Bad Idea
      • Examine the Variability Around a Regression Line
      • A Sample Can Be Too Large
      • Consumers: Know Your Axes
      • Graphing a Categorical Variable as Though It’s a Quantitative Variable Is Just Wrong
      • Whenever Appropriate, Include Variability in Your Graph
      • Be Careful When Relating Statistics Textbook Concepts to Excel
    • Chapter 22: Ten Things (Twelve, Actually) That Just Didn’t Fit in Any Other Chapter
      • Graphing the Standard Error of the Mean
      • Probabilities and Distributions
      • Drawing Samples
      • Testing Independence: The True Use of CHISQ.TEST
      • Logarithmica Esoterica
      • Sorting Data
    • Appendix A: When Your Worksheet Is a Database
      • Introducing Excel Databases
      • Counting and Retrieving
      • Arithmetic
      • Statistics
      • Pivot Tables
    • Appendix B: The Analysis of Covariance
      • Covariance: A Closer Look
      • Why You Analyze Covariance
      • How You Analyze Covariance
      • ANCOVA in Excel
      • And One More Thing
  • About the Author
  • Advertisement Page
  • Connect with Dummies
  • End User License Agreement

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Vörumerki: Dummies Series
Vörunúmer: 9781119271161
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