Why Statistics
World of Statistics
http://www.worldofstatistics.org/
Has a goal of "Increasing public awareness of the power and
impact of statistics on all aspects of society"
American Statistical Association's Statistical Significance
http://www.amstat.org/ASA/Science-Policy-and-Advocacy/Statistical-Significance-Series.aspx
"highlights the contributions statisticians make to society, from
health care and economy to national security and the environment."
The International Statistical Literacy Project (ISLP)
http://iase-web.org/islp/
Goal is to "contribute to promoting statistical literacy across the
world"
My own opinion: Using statistics, you may sometimes get things
wrong, but if you don't use statistics, you will almost always get
things wrong.
Statistics books, guides
What statistics should I use
http://www.ats.ucla.edu/stat/spss/whatstat/
UCLA's guide
Advanced Data Analysis from an Elementary Point of View
https://www.stat.cmu.edu/~cshalizi/ADAfaEPoV/ by Cosma Rohilla Shalizi. 2016.
CADDIS Volume 4: Data Analysis
https://www3.epa.gov/caddis/da_tropo.html
basic
concepts,
of
basic
stat and some advanced stat too. Last updated 2016.
Collaborative Statistics
http://open.umn.edu/opentextbooks/BookDetail.aspx?bookId=11 Barbara Illowsky and Susan Dean, faculty members at De Anza College in Cupertino, California. Around 2013
Concepts and Applications of Inferential Statistics
http://vassarstats.net/textbook/
Basics, t-tests, anova. Last updated in 2015. From Richard Lowry,
Professor of Psychology Emeritus. Vassar College
Dabbling in the Data. A Hands-on Guide to Participatory Data
Analysis
http://www.publicprofit.net/Dabbling-In-The-Data
from Public Profit. "This guide provides a gentle
introduction to practical approaches to explore and analyze
data" No date given.
Electronic Textbook http://www.statsoft.com/textbook/
Complete on line statistics text book, with many advanced
topics. 2013.
Engineering Statistics
http://www.itl.nist.gov/div898/handbook/index.htm
although much is for engineers, some is also useful for social
research. For example a chapter on exploratory analysis has a
section about graphing the data. Another section on quantitative
techniques describes many of the usual statistical tests used in
social science. 2012
Handbook of biological statistics
http://www.biostathandbook.com/
for biology but much is applicable to any field. 2014, John H. McDonald, professor of biology at University of Delaware.
HyperStat http://davidmlane.com/hyperstat/index.html
HyperStat
Online
is
an
introductory-level
hypertext
statistics book. Also comprehensive links to other on line
stat books and links to some stat jokes. Looks like last revised in
2013. Also from David Lane.
Introductory Statistics
http://dwstockburger.com/Introbook/sbk.htm
and Multivariate Statistics
http://dwstockburger.com/Multibook/mbk.htm
from David Stockburger. 2016. Dr. Stockburger is from Missouri State
University
Introductory Statistics. OpenStax, OpenStax CNX. Oct 31, 2016
http://cnx.org/contents/MBiUQmmY@18.13:2T34_25K@11/Introduction
"Introductory Statistics is intended for the one-semester introduction
to statistics course for students who are not mathematics or engineering
majors. It focuses on the interpretation of statistical results,
especially in real world settings"
The Little Handbook of Statistical Practice
http://www.jerrydallal.com/LHSP/LHSP.htm
basic stats to anova and regression. As of 2012, the website
isn't being updated. He put it together in a book.
A New View of Statistics
http://www.sportsci.org/resource/stats/index.html
all
the
usual
topics,
but
pretty
comprehensive (from 2013). Will G Hopkins
Online Statistics Education: An Interactive Multimedia Course of
Study
http://onlinestatbook.com/
A public domain on line stat multi media course (although to
me it looks like an on line text book.) Includes the stat book in
various forms, web, interactive on itunes, mobile, pdf. From David
Lane and others. No date given.
Probability and statistics EBook
http://wiki.stat.ucla.edu/socr/index.php/EBook
Statistics at square one http://www.bmj.com/about-bmj/resources-readers/publications/statistics-square-one
From BMJ, an on line brief stat text, from 1997. Also
see Epidemiology for the uninitiated
http://www.bmj.com/about-bmj/resources-readers/publications/epidemiology-uninitiated
Statistics: power from data
http://www.statcan.gc.ca/edu/power-pouvoir/toc-tdm/5214718-eng.htm
general on line stat book with chapters about data
collection, processing, problems, presenting, analyzing. 2013
Stat Primer
http://www.sjsu.edu/faculty/gerstman/StatPrimer/
an
on
line
public
domain
stat
manual. Burt Gerstman, 2016.
SticiGui: Statistics Tools for Internet and Classroom Instruction
with a Graphical User Interface
http://www.stat.berkeley.edu/~stark/SticiGui/
includes a text book on basics and advanced basics. Philip B Stark, 2013
Statistical Thinking for Managerial Decisions
http://home.ubalt.edu/ntsbarsh/Business-stat/opre504.htm Professor Hossein Arsham, 2015
Usable Statistics
http://www.usablestats.com/index.php
Some statistical tutorials with graphical demos. The website also
has questions and answers and you can ask your own questions. Last updated in 2016. The
site owner, Jeff Sauro, is a Six Sigma Black-Belt trained
statistical analyst, and also has a couple of interesting articles
about completion rates and small samples,
http://www.usablestats.com/about.php
Sites listing other statistics sites
Betty Jung's Statistics page
http://www.bettycjung.net/Statsites.htm
has
links
to
many
stat sites, on a wide variety of topics.
Probability and Statistics Resources
http://home.ubalt.edu/ntsbarsh/Business-stat/R.htm Professor Hossein Arsham
StatSci
http://www.statsci.org/index.html intended to be a stats portal