HyperStat Online Statistics Textbook
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- Introduction to Statistics
- Describing Univariate Data
- Describing Bivariate Data
- Introduction to Probability (elementary)
- Normal Distribution
- Sampling Distributions
- Point Estimation
- Confidence Intervals
- The Logic of Hypothesis Testing
- Testing Hypotheses with Standard Errors
- Power
- Introduction to Between-Subjects ANOVA
- Factorial Between-Subjects ANOVA
- Within-Subjects/Repeated Measures ANOVA
- Prediction
- Chi Square
- Distribution-Free Tests
- Measuring Effect Size
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Other Sources
Stat Primer by Bud Gerstman of San Jose State University
The little handbook of statistical practice by Gerard E. Dallal of Tufts University
Visual statistics with multimedia by David J. Krus of Arizona State University
Stat Trek Tutorial
Statistics at square
1 by T. D. V. Swinscow; revised by M. J. Campbell, University of Southampton
Statnotes:
An online textbook by G. David Garson, North Carolina State University
Concepts
and applications of inferential statistics by Richard Lowry of Vassar
College
CAST by W. Douglas
Stirling of Massey University
SticiGui
by P. B. Stark of UC Berkeley
SurfStat by Keith Dear of the University of Newcastle.
Introductory
statistics: Concepts, models, and applications by David W. Stockburger
of Southwest Missouri State University
Multivariate
statistics: Concepts, models, and applications by David W. Stockburger
of Southwest Missouri State University
Electronic
textbook by StatSoft
A
new view of statistics by Will Hopkins of the University of Otago
Introduction
to data collection and analysis by Albert Goodman of Deakin University
The knowledge
base: An online research methods textbook by William M. Trochim of
Cornell University
Probability and Statistics Worksheets by teAchnology
| Statistics
for the Utterly Confused by Lloyd Jaisingh A good introductory statistics book, somewhat more elementary than HyperStat.
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| The
Visual Display of Quantitative Information by Edward R. Tufte This book is "must" reading for anyone creating or interpreting graphs. Beautifully done.
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| Intuitive
Biostatistics by Harvey Motulsky
An excellent and easy to understand introduction to biostatistics.
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| Chances
Are : The Only Statistics Book You'll Ever Need by Stephen Slavin A good non-mathematical introduction to statistics.
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| The
Cartoon Guide to Statistics by Larry Gonick and Woollcott Smith A humorous and easy-to-understand supplement to a textbook on statistics.
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An excellent book for the professional who needs
to brush up on statistics and as a supplement to the textbook in
a college course.
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| Introduction
to the Practice of Statistics (3rd Ed) by David S. Moore and George P. McCabe This textbook sets the standard for introductory statistics books. Extremely well written with lots of examples and exercises. Used frequently in college courses and AP statistics courses.
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