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Statistics Tutorials Tutorials for Statistics on the Computer SPSS Version 10.0 tutorial http://s9000./mellonj/spss1.htm SPSS Tutorials http://www./~PC42007/SPSS_ndx.html SPSS for Windows, Version 9: A Brief Tutorial (Hypertext Version)http://www./ssric/Modules/SPSS/SPSFirst.htm SPSS tutorials http://www./~statmath/stat/spss/ SPSS tutorial http://psych./courses/c1/spss/toc.htm Basic SPSS Tutorial! (OSU) http://home./homepages.nsf/toc/spss.html The Basics: SPSS for Windows 8.0 http://www./support/bucc/spss/spss.htm Numerical Modeling with Spreadsheets Microsoft Excelhttp://s9000./mellonj/excel.htm Analyzing data using Excel tutorial http://microsoft.com/education/tutorial/online/excel.asp SAS tutorials http://www./dept/psych/lab/psy3030/ Analysis Of Categorical Dependent Variables With SAS And SPSShttp://www./~statmath/stat/all/cat/ Software for Manipulating Belief Networks http://bayes.stat./almond/belief.html Online Statistics Textbooks or Hyperbooks Introduction to Behavioral Science Research textbookhttp://espse.ed./statistics/Chapters/contents1.htmln Gene Glass‘ intro to quant methods click down to lessons for textbookhttp://glass.ed./stats/ The Data Analysis Brief Book http://physics.web./Physics/DataAnalysis/BriefBook/ Hyperstat online 18 modules http:///hyperstat/index.html Engineering statistics handbook http://www./itl/div898/handbook/ Statistics The Study of Stability in Variation (textbook) http://ebook.stat./textbook/ Statsoft and electronic textbook http://www./textbook/esc1.html Website for statistical computation, online textbookhttp://faculty./~lowry/VassarStats.html A new view of statistics online textbook http://www./resource/stats/index.html The title has a double meaning. If you‘re new to stats, most of what you read here will be a new view. But even if you have done stats--or if it has done you--there‘s plenty here that‘s new. For example, I‘ve discarded all details of computation, in the hope that you will get a better understanding of the concepts. Let‘s leave the computations to the computers! Statnotes: An Online Textbook, by G. David Garsonhttp://www2.chass./garson/pa765/statnote.htm ANOVA, ANCOVA, MANOVA and MANCOVA Sampling handbook http://www.tardis./~kate/qmcweb/scont.htm Design of Experiments and Associated Statistical Analysis (textbook)http://www.stat./~st711_info/ggchapters.htm Surfstat textbook, course http://www./nceph/surfstat/surfstat-home/surfstat.html Sampling and Surveying Handbook http://www.au./au/hq/selc/smplntro.htm Tutorials for Statistics Online Basic tutorials in statistics http://duke./~rbaker/stats.html Statistics refresher tutorial http://www.cne./modules/dau/stat/ Globally Accessible Statistical Procedures http://www.stat./rsrch/gasp/ Animated statistics demonstrations http://oak.cats./~wallacd1/ Online Hypothesis Tests Tutorial! http://www.scit./~cm1993/stats/HYPINTRO.HTM Rice Virtual Lab in Statistics http://www.ruf./~lane/rvls.htmlb Statistics 101 applets http://intrepid.mcs./~blewis/stat/index.html Biostatistics tutorials http://www-personal./~bobwolfe/675/index.html Regression http://www-personal./~bobwolfe/560/regression/indexregr.htm 2 by 2 Tables and Mantel-Haenszel http://www-personal./~bobwolfe/560/2by2mh/index2by2.htm 2 by K Tables for trends http://www-personal./~bobwolfe/560/2byk/index2byk.htm Paired Data and Kappa statistics http://www-personal./~bobwolfe/560/pair/indexpair.htm Logistic Regression http://www-personal./~bobwolfe/560/logistic/indexlogi.htm DOS based freeware sample size programs. http://www-personal./~bobwolfe/560/ssize/indexssize.htm Pearson correlation http://www./winkslr.html Mann-Whitney U http://www./winkmann.html Interpreting Statistical p-values http://www./pvalue.html Independent Group ANOVA one-way http://www./winkanov.html Friedman‘s Test (Non-Parametric Repeated Measures Comparisons)http://www./winkfrie.html Independent Group t-Test http://www./winktest.html Kruskal-Wallis Test (Non-parametric independent group comparisons)http://www./winkkrus.html Paired t-test http://www./winkpair.html Statistics on the web, a collection of resources http://www./~helberg/statistics.html INTRODUCTORY STATISTICS: CONCEPTS, MODELS, AND APPLICATIONShttp://www.psychstat./sbk00.htm Statistical Tools for Internet and Classroom Instruction with a Graphical User Interfacehttp://www.stat./~stark/SticiGui/index.htm Intro undergraduate statistics http://math./math102/dlantz/index.html The sign test http://www./~tmacfarl/STAT_TUT/sign_tes.ssi Two way anova http://www./~tmacfarl/STAT_TUT/two_anov.ssi Wilcoxon Matched-Pairs Signed Ranks Testhttp://www./~tmacfarl/STAT_TUT/wilcoxon.ssi Pearson‘s Product-Moment Coefficient of Correlationhttp://www./~tmacfarl/STAT_TUT/correlat.ssi Oneway Analysis of Variance (ANOVA) http://www./~tmacfarl/STAT_TUT/one_anov.ssi Chi-Square Test or the "Goodness of Fit" Testhttp://www./~tmacfarl/STAT_TUT/chi_squa.ssi Regression, Prediction, and Model Building http://www./~tmacfarl/STAT_TUT/reg_sion.ssi Student‘s t-Test for Independent Samples http://www./~tmacfarl/STAT_TUT/studen_t.ssi Frequency distributions http://lilt./jccutti/138web/frames/ddtuts/tut2.html Measures of central tendency http://lilt./jccutti/138web/frames/ddtuts/tut4.html Measures if variability http://lilt./jccutti/138web/frames/ddtuts/tut5.html Transformations to Standard Scores http://lilt./jccutti/138web/frames/ddtuts/tut6.html Normal distributions http://lilt./jccutti/138web/frames/ddtuts/tut7.html Scatter plots http://lilt./jccutti/138web/frames/ddtuts/tut8.html Correlations http://lilt./jccutti/138web/frames/ddtuts/tut9.html Introduction to basical probability http://lilt./bjkoche/138web/frames/pdtuts/tut12.html Sampling distributions http://lilt./bjkoche/138web/frames/pdtuts/tut11.html Online Hypothesis Tests Tutorial! http://www.scit./~cm1993/stats/ Virtual simulation examples for statisticshttp://www.stats./ltsn/db/presentation/slide2_2.html Tutorial for Statistics: Other Statistics Used http://jcsmr./facslab/otherstats.html Statistics refresher http://www.cne./modules/dau/stat/index.html Gallery of Data Visualization http://hotspur.psych./SCS/Gallery/ Statistics glossary http://www.cas./glossary_v1.1/main.html Introductory guide to statistics http://gasbone.herston./teach/stats/home.html Virtual Laboratories in Probability and Statistics http://www.math./stat/ Tutorial on path models http://web./~wood/html/psych_431.html Rice virtual lab in statistics http://www.ruf./~lane/rvls.html Advanced Statistics & Optimization Engineering http://www./ecmaass/ Basic principles of statistical analysis http://duke./~rbaker/stats.html The complete guide to nonlinear regression http://www./index.htm Windows statistics program http://neyman.stat.:80/~stat100/download.html Resampling theory Monti Carlo techniques and othershttp://www.inform./EdRes/Topic/Statistics/Resampling_Statistics/Introductory_Text/ Missing data, confounds, powerhttp://www./%7edhowell/StatPages/More_Stuff/Additional.html Pitfalls of Data Analysis (or How to Avoid Lies and Damned Lies) articlehttp://www./~helberg/pitfalls/ Elementary statistics applets http://intrepid.mcs./~blewis/stat/statnav.html Probability unmasked http://www./probability_unmasked/ AN INTRODUCTION TO PROBABILITY http://www-math./~albert/m115/probability/outline.html Poisson distribution http://www./~dbl0www6/cont_poss.htm A practical guide to multivariate statistics http://www.tardis./~kate/qmcweb/scont.htm Online statistics http://www2.s/tmgt/richardson/Statistics/ Nonparametric Statistical Methods Supplemental Texthttp://franz.stat.wi/~rossini/courses/intro-nonpar/text/ Introduction to Monte Carlo Methods http://csep1.phy./mc/mc.html Meta - Analysis: Methods of Accumulating Results Across Research Domains with links to other metanalysis sites http://www./solomon/MetaA/MApage2.html#ContentTop Recent advances in nonparametric function estimation: Hydrologic applicationshttp://earth./revgeophys/lall01/lall01.html Introduction to Radial Basis Function Networks http://www.anc./~mjo/intro/intro.html Introduction to Descriptive Statistics http://www.mste./hill/dstat/dstat.html Quicktime movies of graphical statistics http://huizen./~berrie/ Concepts and interactions in inferential statistics http://faculty./~lowry/webtext.html Power analysis in Ecology http://www.mp1-pwrc./powcase/index.html Grahical exploration, regression, etc. http://noppa5.pc./koe/ Statistical Data Analysis: Prove It with Data http://ubmail./~harsham/stat-data/opre330.htm#rpoat Advanced statistical methods, online course and tutorialshttp://132.198.140.98/gradstat/psych341/schedule.html Advanced statistical methods, online course and tutorialshttp://132.198.140.98/gradstat/psych340/schedule.html Power calculator http://ebook.stat./calculators/powercalc/ Graphical Modules for Teaching Statistics http://ebook.stat./textbook/demos/ Statistics The Study of Stability in Variation (ebook) http://ebook.stat./textbook/ Parametric and nonparametric statistics http://www.physics./stats/ Kolmogorov-Smirnov Test http://www.physics./stats/KS-test.html Fisher Exact Test http://www.physics./stats/exact.html Chi-Square Curve Fitting http://www.physics./stats/chi_fit.html Regression applet for leverage on a regression linehttp://www.stat./~west/javahtml/Regression.html JAVA applets on many statistical topics http://www.stat./sites/java.html Spearman‘s rank correlation http://nimitz.mcs./~blewis/stat/spearman.html Statistical JAVA applets http://www.stat./~sundar/java/applets/ Web Pages that Perform Statistical Calculations! http://members./johnp71/javastat.html Statistics http://www./math/stat/stat.htm Calculate mean, median, standard deviation, variance, range, etc., of a set of numbers.http://glass.ed./stats/analysis/basic.html Hyperstat Online Statistical Analysis: Descriptive Statistics -- calculate mean, median, variance, skew, kurtosis, etc. http://www.ruf./~lane/stat_analysis/descriptive.html Histogram Program -- plot histogram of datahttp://ebook.stat./calculators/histogram.phtml Matt‘s Nifty BoxPlot Maker -- make box plot of datahttp://ebook.stat./calculators/boxplot.phtml Matt‘s Spiffy Normal Plot Maker -- make normal probability plot of datahttp://ebook.stat./calculators/qq.phtml Mean -- Calculate 95% confidence interval on a sample mean.http://glass.ed./stats/analysis/mci.html Proportion -- Calculate 95% confidence interval on a sample proportion.http://glass.ed./stats/analysis/pci.html Correlation -- Calculate 95% confidence interval on a sample correlation coefficient.http://glass.ed./stats/analysis/rci.html Difference between Two Sample Means -- Calculate 95% confidence interval on the difference between two sample means. http://glass.ed./stats/analysis/m2ci.html Sample Size -- Determine the sample size needed to estimate a mean, proportion or population total. http://ebook.stat./calculators/sampsize.phtml Analysis of Variance -- 1-way and 2-way ANOVAhttp://nimitz.mcs./~blewis/stat/anova.html Power and Sample Size -- power and sample size calculations for ANOVA, Latin Square, Crossover, Split Plot, etc. http://www.stat./~rlenth/Power/index.html NetMul -- an online multivariate analysis system for co-inertia, discriminant, principal coordinate and distance matrices analysis http://pbil./ADE-4/NetMul.html Factorial Calculator -- "Compute the factorial of an integer."http://www.cs./~ytran/factorial.html Combinations and Permutations -- Calculate combinations and permutations for up to 150 objects (repeatable and nonrepeatable). http://www.vsv./johnb/java/comb.htm Distribution/Density Calculators, Plotters and RNG‘s -- calculates and plots cumulative density and probability density function, and generates random numbers for 18 discrete and continuous distributions. http://home.stat./calculators/cdf/ Research Randomizer -- generates random numbers, based on criteria you set.http://www./ Venn Diagrams and Probability -- Interactive demonstration of the union, intersection and complement of two sets. http://stat-www./users/stark/Java/Venn.htm Bayes‘ Theorem Calculator -- "... takes prior probabilities for a set of alternative hypotheses, conditional probabilities for several possible outcomes, and information about which outcome(s) occurred....[and] ...produces revised probabilities for the original hypotheses"http://member./johnp71/bayes.html Bayesian Calculator -- Another Bayes‘ theorem calculator.http://psych./mbirnbaum/bayes/BayesCalc.htm Configural Weight, TAX Model and Cumulative Prospect Model -- Computes predictions of the Configural Weight, TAX model and the model of Cumulative Prospect Theory. These are decision models useful in the design and analysis of experiments in decision making. Configural Weight, RAM Model and Cumulative Prospect Model -- Computes predictions of the Configural Weight, RAM model and the model of Cumulative Prospect Theory.http://psych./mbirnbaum/cwtcalculator.htm#info Correlation and Regression Calculator -- calculates correlation and regression coefficients and generates a plot for a paired data. http://ebook.stat./calculators/correlation.phtml Correlation Coefficient Confidence Interval -- computes the confidence interval for the correlation coefficient http://ebook.stat./textbook/bivariables/correlation/rci.html Correlation Coefficient Power and Sample Size -- calculates power and sample size for a 1 sample correlation coefficient http://www.stat./~jbond/HTMLPOWER/correlation/c-1.html Item Analysis: Correlational Methods: Point-Biserial -- "allows you to compute the Point-Biserial correlation"http://www.acd./hr/EmploymentStatistics/ItemAnalysis/PointBiserialCorrelation.cgi Nonlinear Least Squares Curve Fitter -- "This page lets you fit any function of up to eight parameters to a set of data." http://member./johnp71/nonlin.html Surfstat Test Distributions -- normal, student-t, chi-square and binomial distributions for testinghttp://www./nceph/surfstat/surfstat-home/tables.html Hypothesis Testing of Means -- Test a sample mean against a hypothesized value using the t-test. http://glass.ed./stats/analysis/ttest.html Two Sample Calculator -- t-Test for two independent sampleshttp://ebook.stat./calculators/twosamp/ Two Independent Sample Means -- t-Test for two independent sample means, using summary data http://glass.ed./stats/analysis/t2test.html Two Dependent Sample Means -- Test the difference between two dependent means using the t-test, using summary data http://glass.ed./stats/analysis/tdtest.html ANOVA: Analysis Of Variance between groups -- one-way analysis of variance for comparing two or more independent samples http://www.physics./stats/anova.html Inference for a Mean: Comparing a Mean to a Known Value -- calculates the sample size and power for comparing the mean to a known valuehttp://www.health./~rollin/stats/ssize/n1.html Inference for Means: Comparing Two Independent Samples -- calculates the sample size and power for comparing two sample means http://www.health./~rollin/stats/ssize/n2.html Inference for a single Proportion: Comparing to a Known Proportion -- calculates the sample size and power for comparing a proportion to a test value.http://www.health./~rollin/stats/ssize/b1.html Inference for Proportions: Comparing Two Independent Samples -- calculates the sample size and power for comparing two sample proportions.http://www.health./~rollin/stats/ssize/b2.html Fisher Exact Test -- test for differences in a 2x2 table.http://www.physics./stats/fisher.form.html Contingency Tables -- test for differences in a table with 2 or more rows and columns.http://www.physics./stats/contingency.html Contingency Table Analysis for Ordinal (sequenced) Categories -- tests for differences within a table "whose row and column categories form ordered sequences".http://member./johnp71/ordinal.html Selecting statistics Bill Trochim‘s expert system for selectionhttp://trochim.human./selStat/ssstart.htm Practical guide for selecting multivariate statistics
http://www.pfc./landscape/inventory/wulder/mvstats/ Created 11/07/00 Revised 12/01/00 In case of problems email kaybull@okstate.osu |
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