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Purpose

Enables Life Scientists to Understand the Purpose and Uses of Classical Statistics as an Integral Part of the Scientific Method

 

Topics Covered:

  • Good experimental design and sources of bias.
  • Systematic versus random error.
  • The distinction between samples and populations.
  • The most appropriate ways to describe samples.
  • Estimation and the principle of hypothesis testing.
  • The Standard Error of the Mean and confidence intervals.
  • Understanding and reporting uncertainty.
  • Power, Type I and type II errors.
  • Standard parametric tests and their interpretations, including p-values, test statistics and associated distributuions.

Our Teaching Approach:

  • Emphasises hands-on learning using custom interactive web apps that demonstrate statistical concepts in real-time.
  • Uses in-class exercises and quizzes to reinforce student understanding.
  • Implements a single story-line throughout the workshop allowing students to see how statistics is involved at every step of the scientific method

Science Craft’s Distinctive Advantage:

  • A reference book written for the specific needs of life scientists who have little or no experience with using and understanding statistics.
  • Workshop material developed in collaboration with a statistician currently active in research.
  • Interactive web apps and video animations developed specifically for the workshop complement specific topics in the workshop.

The t distribution, another key distribution in classical statistics, is discussed in context.
Course Details
Duration: 2-3 full days
Maximum Capacity: 12 participants with one (or two) instructor(s)
Instructors: Dr. Rick Scavetta and/or Dr. Irina Czogiel

Feedback

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Enjoyed it a lot.

Workbook very good written, logical, understandable. Very good explaining by teacher, very clear. I liked the question & answer part at the beginning of day 2.

Very good explanations – thank you :)

I really liked it. I never thought about statistics in a way presented and so now I have an understanding of basic concepts. I really liked it.

I have a good impression. The workshop was really focusing on understanding the underlying principles of statistics.

  Workshop Description   Table of Contents  

 

 


Concepts in linear regression are explained with simple and easy-to-understand examples and visuals.