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Statistics Through Applications

I. An Easy Introduction to Basic Concepts 

 

Dates: Begins 16 March 2012

Aim of the Course: To provide an easy introduction to statistics and statistical terminology through a series of practical applications. Once you've completed this course you'll be able to summarize data and interpret reports and newspaper accounts that use statistics and probability. You'll use simulation and resampling to fully grasp the difficult concept of "statistical significance. 


Who Should Take This Course: Anyone who encounters statistics in their work. This first course in statistics requires no prior training in the subject. The only mathematics you need is arithmetic. Access to Microsoft Office Excel is required. 

Instructor: Dr. Phillip Good, an applied statistician and graduate of the program in mathematical statistics at U.C. Berkeley, former Division Head and Professor of Biology at West Coast University, is the author of Introduction to Statistics via Resampling Methods and Microsoft Office Excel (Wiley, 2005), Common Errors in Statistics (and How to Avoid Them) (Wiley, 2003, 2006 with James Hardin), Manager's Guide to Design and Conduct of Clinical Trials (Wiley, 2nd ed 2006), Resampling Methods (Birkhauser, 3rd ed, 2005), and Applying Statistics in the Courtroom (CRC, 2001). He has given tutorials at the Joint Statistical Meetings (U.S.) and Deming Conference, lectured in Australia, Belgium, Bulgaria, France, Holland, Ireland, Slovenia, and Spain, and was a traveling lecturer for the American Statistical Association. This is his sixth (6th) year of providing on-line interactive courses. 

Prerequisite: No statistical background is required. You should be familiar with Excel. 

 

Organization of the Course: The course takes place over the Internet. Course participants will be given access to a private bulletin board, on which they will receive course materials. The board will also serve as a forum for discussion of ideas and problem solving. Excel-based software is provided and you'll be given step-by-step instructions in its use.  


The course is scheduled to take place over three weeks. At the beginning of each week, participants receive the relevant material, in addition to answers to exercises from the previous session. During the week, participants are expected to go over the course materials and work through the exercises. Discussion among participants is encouraged. The course leader will provide answers and comments on set weekdays. 

Course Text: Introduction to Statistics via Resampling Methods and Microsoft Office Excel (Wiley, 2005) or Introduction to Statistics via Resampling Methods and R/S-Plus (Wiley, 2005).

Course Program: The course is structured as follows 

 

SESSION 1: Variation 

  • When Statistics are required
  • The three applications of Statistics
  • Samples and populations 
  • Probability
  • Independence

SESSION 2: Summarizing your data  

  • Means and medians
  • Box plots and histograms
  • Types of data  
  • Parameters and parameter estimates 
  • Accuracy and precision

SESSION 3: Testing a hypothesis

  • Is the treatment effective? 
  • p-values, significance level, and power 
  • One-sided and two-sided tests
  • Testing for correlation
  • Student-specific applications

Cost: The full cost of this three-week interactive on-line course is only $195.  Early-bird discount may apply.

Immediately after your payment is credited, you will receive an email giving you a password, sign up instructions, and the web address (URL) of the course material.  Note that you will not be able to access this address until the start date of the course. 

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Refund Policy: Up until one-week prior to the start of a course, a refund of the fee paid less $35 will be provided on request.  Although there are no refunds after that date, a course participant may enroll without charge the next time the course is offered.

 
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