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Core Statistical Concepts with Excel®
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Core Statistical Concepts with Excel®
An Interactive Modular Approach



December 2018 | 392 pages | SAGE Publications, Inc
Core Statistical Concepts with Excel® connects statistical concepts to applications with Excel® using practical research examples. The text jointly promotes an understanding of Excel® and a deeper knowledge of core concepts through practice. Authors Gregory J. Privitera and Darryl Mayeaux provide students step-by-step instruction for using Excel® software as a useful tool not only to manage but also analyze data—all through the use of key themes, features, and pedagogy: an emphasis on student learning, a focus on current research, and integration of Excel® to introduce statistical concepts.
 
To the Student
 
Orientation to Excel®
 
Section One: Central Tendency & Variability
 
Learning Unit 1: Mean, Median, and Mode
 
Learning Unit 2: Variance and Standard Deviation
 
Learning Unit 3: Normal and Skewed Distributions
 
Section Two: Probability & Sampling
 
Learning Unit 4: Probability and the Normal Distribution
 
Learning Unit 5: Standard Normal Distribution: z Scores
 
Learning Unit 6: Sampling Distributions
 
Section Three: Evaluating the Nature of Effects
 
Learning Unit 7: Hypothesis Testing: Significance, Effect Size, and Confidence Intervals
 
Learning Unit 8: Power
 
Section Four: Comparing Means: Significance Testing, Effect Size, and Confidence Intervals
 
Learning Unit 9: t Tests: One-Sample, Two-Independent-Sample, and Related-Samples Designs
 
Learning Unit 10: One-Way Analysis of Variance: Between-Subjects and Repeated Measures Designs
 
Learning Unit 11: Two-Way Analysis of Variance: Between-Subjects Factorial Design
 
Section Five: Identifying Patterns and Making Predictions
 
Learning Unit 12: Correlation
 
Learning Unit 13: Linear Regression
 
Appendix A: Core Statistical Concepts
A1: Normal and Skewed Distributions  
A2: Scales of Measurement  
A3: Outliers  
A4: The Empirical Rule for Normal Distributions  
A5: Chebyshev’s Theorem for Any Type of Distribution  
A6: Expected Value as a Long-Term Mean  
A7: The Informativeness of the Mean and Standard Deviation to Find Probabilities  
A8: Comparing Differences Between Two Groups  
A9: Calculation and Interpretation of the Pooled Sample Variance  
A10: Reducing Standard Error By Computing Difference Scores  
A11: Categories of Related-Samples Designs  
A12: Degrees of Freedom for Parametric Tests  
 
Appendix B: Global Excel® Skills
B1: Viewing in cells the functions or formulas versus the results of those functions or formulas  
B2: Formatting Cells: Decimals, Alignment, Merge Cells, Fonts, Bold, Borders, Superscripts, Subscripts  
B3: Freezing the Display of Some Rows and Columns  
B4: Highlighting Portions of a Spreadsheet; Paste or Filling  
B5: Sorting data in a spreadsheet  
B6: Anchoring cell references  
B7: Inserting (Creating) and Formatting a Chart (Graph of Data)  
B8: Inserting Equations  
 
Appendix C: Statistical Tables
C1. The Unit Normal Table  
C2: Critical Values for the t Distribution  
C3: Critical Values for the F Distribution  
C4: The Studentized Range Statistic (q)  
C5: Critical Values for the Pearson Correlation  
C6: Critical Values for the Spearman Correlation  
 
References
 
Glossary

Supplements

Instructor Resource Site

study.sagepub.com/priviteraexcel1e

A Test Bank is available with this text on a password-protected Instructor Resource Site.


Key features

 

  • Organization that builds upon concepts and skills makes the book accessible for students using the book as their core text to understand concepts or to sharpen their technical skills in Excel®.
  • Section-opening vignettes use everyday language to connect students to the material and prepare them for the forthcoming material.
  • Step-by-step exercises with the Excel® skills needed to work through them help students understand illustrated concepts.
  • Skill Set Toolbox sections outline the skills in Excel® that students will master in each learning unit.
  • A Core Statistical Concepts Appendix and Global Excel® Skills Appendix compile in one place the core skills in statistics and Excel® that students need across learning units.

 

 


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ISBN: 9781544309040
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