Video description
Statistical Analysis Using Excel Volume II LiveLessons provides over 9 hours of video instruction. Means, medians and modes are one thing. Multiple regression analysis is quite another! These training videos bring it into focus.
Bestselling author and experienced consultant Conrad Carlberg provides the novice with 9+ hours of hands-on step-by-step video training on the intricacies that comprise statistical analysis. This Volume II series moves from the basics to intermediate applications and how Excel supports them: for example, the Analysis of Variance (ANOVA) and how it's supported simplistically by the Data Analysis add-in, and more powerfully by worksheet functions such as LINEST and by the combination of effect coding with Excel's lookup functions. This volume concludes with discussions and demonstrations of more advanced techniques, showing how multiple regression combines with the General Linear Model to produce the analysis of covariance, and how Excel's mixed referencing makes it easy to visualize what's going on as new vectors enter an analysis.
About the Author:
Conrad Carlberg has a doctorate in statistics from the University of Colorado, Boulder and studied under one of the foremost statisticians of the last century, Gene Glass. he is a multi-time recipient of Microsoft's MVP/Excel award, and has written somewhere around 15 books on Excel, including one originally published in 1995 and now in its 4th edition. Conrad's book Predictive Analytics: Microsoft Excel 2010 was published in July 2012.
Table of contents
-
Excel Functions for Basic Inferential Statistics -- Special Cases
- Learning objectives 00:01:39
- Independent groups, unequal variances 00:30:35
- Dependent groups 00:47:10
- Managing Statistical Power
-
Excel Functions for Linear Regression
- Learning objectives 00:01:35
- LINEST() reviewed 00:21:14
- The Meaning of "Best Combination" 00:13:56
- Forcing a zero intercept 00:14:38
- The Data Analysis add-in's Regression tool 00:21:54
-
Comparing More than Two Means with ANOVA and Regression
- Learning objectives 00:01:36
- Rationale for ANOVA 00:14:48
- The route to the F test 00:19:44
- The single factor ANOVA tool 00:31:06
- Effect coding and regression 00:34:10
- Factorial designs 00:28:31
- Shared variance 00:47:06
- Rationale for using regression instead of ANOVA 00:38:56
-
Multiple Comparisons
- Learning objectives 00:01:28
- Rationale for Multiple Comparisons 00:24:06
- Planned Orthgonal Contrasts 00:19:56
-
Analysis of Covariance (ANCOVA)
- Learning objectives 00:01:11
- The rationale for ANCOVA 00:31:16
- Running ANCOVA in Excel 00:28:56
Product information
- Title: Statistical Analysis Using Excel LiveLessons (Video Training) Volume II
- Author(s):
- Release date: March 2013
- Publisher(s): Pearson
- ISBN: 0133142612
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