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Data Analysis



Data analysis allows you to know whether your experiments support your hypothesis. However, you have to know what is involved in data analysis before you can decide the best method to use. 

The APS and the Association of Chairs of Departments of Physiology recommend that trainees understand the importance of and work to develop the following data analysis skills:

a. Knowledge of and ability to select appropriate statistical approaches
b. Ability to determine accuracy of computed results
(from the APS/ACDP List of Professional Skills for Physiologists and Trainees)

Here are a variety of web sites with information that you might find useful.*

Index:
Statistical Approaches
Computed Results


Statistical Approaches

Chapter 6: Analysing the Data
Part III: Common Statistical Tests

School of Psychology, University of New England

Course on Commonly Used Statistical Tests
Supercourse, University of Pittsburgh

Elementary Concepts in Statistics
Statsoft, Inc.

Guidelines for Scientific Writing and Statistics
Dept. of Biology, Colby College

Quantitative Research Methods
Electronic Resources for Research Methods, InformationR.net

Resources
Statistics.com

Seven Resources for Young Scientists
Desmond Wong, ScienceCareers.org, AAAS

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Computed Results

Chapter 3. Experimental Errors and Error Analysis
from Mathematica. Experimental Data Analyst
Wolfram Research, Inc.

Experimental Errors and Data Analysis
J.C. de Paula, Haverford College

Laboratory 0: Error Analysis
from Virtual Labs, Real Data
Cornell University

Pitfalls of Data Analysis
Clay Helberg, University of Wisconsin Schools of Nursing and Medicine

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*APS does not endorse or assume responsibility for the information posted on these web sites.


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