Bar Graphs - Graph > Chart
Pie Charts - Graph > Pie Chart
Dotplot - Graph > Dotplot
Histograms - Graph > Histogram
Stemplots - Graph > Stem-and-leaf
Boxplots - Graph > Boxplot
Mean, trimmed mean, median, standard deviation, quartiles, 5 number summaryStat > Basic Statistics > Display Descriptive StatisticsSorting - Data > Sort
Ranking - Data > Rank
Stacking - Data > Stack
Unstacking - Data > Unstack
Creating New Variables - Calc > Calculator
Calculations - Calc > Probability Distributions Normal
Probability Density - height of probability density curve
Cumulative Probability - P(Z<=z)
Inverse Cumulative Probability - Find percentilesStandardized Scores - Calc > Standardize
Evaluating Normality - Graph > Probability Plot
Scatterplots - Graph > Scatterplot
Scatterplot Smoothing - Graph > Scatterplot > Data View > Smoother > LOWESS
Time plots - Graph > Scatterplot OR Graph > Time series plot
Pearson's Correlation - Stat > Basic Statistics > Correlation
Least squares regression line - Stat > Regression > Regression
Scatterplot with regression line - Stat > Regression > Fitted Line Plot
Fitted values and residuals - Stat > Regression > Regression > Storage > Fits and Residuals
Residual plots - Stat > Regression > Regression > Graphs
Generating Random Numbers - Calc > Random Data
Any Probability Distribution - Graph > Probability Distribution Plot
Binomial Distributions - Calc > Probability Distributions Binomial
Probability - P(B=b)
Cumulative Probability - P(B<=b)
Inverse Cumulative Probability - Find percentilesUniform Distributions - Calc > Probability Distributions Uniform
Probability Density - height of probability density curve
Cumulative Probability - P(U<=u)
Inverse Cumulative Probability - Find percentilesNormal Distributions - Calc > Probability Distributions Normal
Probability Density - height of probability density curve
Cumulative Probability - P(Z<=z)
Inverse Cumulative Probability - Find percentilesGenerating Random Numbers - Calc > Random Data
Confidence Intervals and Hypothesis Tests for a Population Mean
Stat > Basic Statistics > 1-Sample tConfidence Intervals and Hypothesis Tests for a Population Median
Stat > Nonparametrics > 1-Sample SignConfidence Intervals and Hypothesis Tests for Paired Data
Stat > Basic Stats > Paired tOR
Form differences (post-pre, before-after, second-first, etc.) and then use the one sample procedures on the differences.
Stat > Basic Statistics > 1-Sample tOR
Stat > Nonparametrics > 1-Sample Sign
Confidence Intervals and Hypothesis Tests for Two Means
Stat > Basic Statistics > 2-Sample t
Confidence Intervals and Hypothesis Tests for Two Medians
Stat > Nonparametrics > Mann-Whitney
Confidence Intervals and Hypothesis Tests for a Population Proportion
Stat > Basic Statistics > 1 ProportionConfidence Intervals and Hypothesis Tests for Two Population Proportions
Stat > Basic Statistics > 2 ProportionsAnalysis of Variance Models
Stat > ANOVA > 1-way
Stat > ANOVA > 2-way
Stat > ANOVA > GLM
Hypothesis Tests for Association or Equal Proportions
Stat > Tables > Cross Tabulation and Chi-square
OR
Stat > Tables > Chi-square TestLinear Regression Model
Stat > Regression > Regression