Statistics 201: Statistical Data Analysis with Excel Examples

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Statistics 201:
Statistical Data Analysis with Excel Examples

2-Day Course

$1490 per person

Summary

This two-day course presents applications of mulitvariant statistics data analysis with Excel examples. Participants should be familiar with the topics presented in the Statistics 101 course. Since two-days is insufficient time to properly present all the topics listed below, participants will prioritize the order in which the topics are to be presented.

  1. Two-Sample Comparisons (t-test)

  2. Failure Mechanics Example

  3. Comparing Two Variances

  4. Analysis of Variance (ANOVA)

  5. Regression Analysis and Correlation

  6. Residuals Analysis

  7. Acceptance Sampling and AQL Tables

  8. Introduction to Multivariate Data

  9. Random Data Vectors and Matrices

  10. Relevant Matrix Algebra

  11. Multiple Linear Regression Analysis

  12. Normal Bivariate Example: Rayleigh Distribution

  13. Sample Mean, Covariance, and Correlation

  14. Circular Error Probability (CEP)

  15. Principal Component Analysis (PCA)

  16. Independent Component Analysis (ICA)

  17. Topics presented in order of participant interest

If this course is not on the current schedule of open enrollment courses and you are interested in attending this or another course as an open enrollment, please contact us at (410) 956-8805 or ati@aticourses.com. Please indicate the course name, number of students who wish to participate. and a preferred time frame. ATI typically schedules open enrollment courses with a 3-5 month lead time. For on-site pricing, you can use the request an on-site quote form, call us at (410) 956-8805, or email us at ati@aticourses.com.

Instructor

Dr. Alan Stuart

Dr. Alan D. Stuartan emeritus professor of acoustics at Penn State, has over forty years’ experience in the field of sound and vibration. For over thirty years, he has taught both academic and onsite technical training courses on the Fundamentals of Acoustics, Structural Acoustics, Noise Control Engineering, Underwater Acoustics and Sonar Engineering, as well as Math Refreshers (including Statistics) at government and industrial organizations throughout the country, as well as in Canada and Mexico.


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