A blog supporting my current undergraduate students. This will be also be linked from the book I am currently authoring. This blog highlights some suggested reading from a selection of the many textbooks on how to do research.
Wednesday, 12 September 2018
Software
https://www.graphpad.com/scientific-software/
Instat statistics software
https://www.graphpad.com/scientific-software/instat/
https://www.graphpad.com/quickcalcs/
Basic free statistical analyses of
Categorical data - Fisher's, Chi square, McNemar's, Sign test, CI of proportion, NNT (number needed to treat), kappa.
Continuous data - Descriptive statistics, detect outlier, t test, CI of mean/difference/ratio/SD, multiple comparisons tests, linear regression.
Statistical distributions and interpreting P values - Calculate P from t, z, r, F or chi-square, or vice-versa. View Binomial, Poisson or Gaussian distribution. Correct a P value for multiple comparisons and Bayes.
Random numbers - Assign subjects to groups, simulate data.
Chemical and radiochemical data - Create and convert molar solutions, convert moles & grams, radioactivity calculations.
Statistics resources
(Electronic Version): StatSoft, Inc. (2013). Electronic Statistics Textbook. Tulsa, OK: StatSoft.
http://www.statsoft.com/textbook/.
Printed Version): Hill, T. & Lewicki, P. (2007). STATISTICS: Methods and Applications. StatSoft, Tulsa, OK.
StatSoft has freely provided the Electronic Statistics Textbook as a public service since 1995.
I recommend:
http://www.statsoft.com/Textbook/Basic-Statistics
http://www.statsoft.com/Textbook/Nonparametric-Statistics
http://www.statsoft.com/Textbook/Distribution-Tables
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