BlueSky Statistics (an R menu)

Category

Sub Category

Description

Open Source

Commercial

Data Management

Open Dataset

IBM SPSS (*.sav)

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Excel 2003

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Excel 2007-2010

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Comma separated (*.csv)

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DBF (*.DBF)

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SAS (*.sas7bdat)

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DAT (*.DAT)

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Txt (*.txt)

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Load Data

From R package

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Database Connectivity

MSSQL

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PostgreSQL

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MySQL

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MS-Access

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Dataset Save formats

IBM SPSS (*.sav)

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Excel 2007-2010

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Comma separated (*.CSV)

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DBF (*.DBF)

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RObj (*.RData)

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Data Preparation

Fully functional data grid

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For Variables

Binning

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Compute

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Compute, apply a function across all rows

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Compute Dummy Variables

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Conditional Compute

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Conditional Compute, if-then

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Conditional Compute, if-then-else

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Concatenate multiple variabels

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Convert to factors

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Dates

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Delete variables

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Factor Levels

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-- Add New Levels

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-- Display Levels

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-- Drop Unused Levels

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-- Label NA as 'Missing'

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-- Lumping into 'Other'

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-- Reorder by Occurence in Dataset

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-- Reorder by One Other Variable

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-- Reorder Levels Manually

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-- Specify levels to keep or replace by 'Other'

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Missing value analysis

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Rank variables

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Recode

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Standardize

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Transform

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Weight

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For Dataset

Aggregate

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Merge

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Merge Datasets

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Re-order variables alphabetically

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Reshape

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Sample

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Sort

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Stack Datasets

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Subset

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Transpose

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Descriptive Statistics

Numerical summary analysis

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Factor variable analysis

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Frequencies

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Summary by variable

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Summary (group by multiple variables)

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Numerical statistical analysis

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Dataset Comparison

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Dataset Description

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Analysis

Tables

Basic

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Advanced

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Survival Analysis

Kaplan-Meier Estimation, compare groups

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Kaplan-Meier Estimation, one group

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Distribution, Continuous

Beta Distribution

Beta Probabilities

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Beta Quantiles

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Plot Beta Distribution

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Sample from Beta Distribution

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Cauchy Distribution

Cauchy Probabilities

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Cauchy Quantiles

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Plot Cauchy Distribution

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Sample from Cauchy Distribution

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Chi-squared Distribution

Chi-squared Probabilities

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Chi-squared Quantiles

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Plot Chi-squared Distribution

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Sample from Chi-squared Distribution

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Exponential Distribution

Exponential Probabilities

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Exponential Quantiles

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Plot Exponential Quantiles

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Sample from Exponential Distribution

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F Distribution

F Probabilities

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F Quantiles

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Plot F Distribution

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Sample from F Distribution

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Gamma Distribution

Gamma Probabilities

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Gamma Quantiles

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Plot Gamma Distribution

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Sample from Gamma Distribution

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Gumbel Distribution

Gumbel Probabilities

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Gumbel Quantiles

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Plot Gumbel Distribution

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Sample from Gumbel Distribution

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Logistic Distribution

Logistic Probabilities

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Logistic Quantiles

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Plot Logistic Distribution

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Sample from Logistic Distribution

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Lognormal Distribution

Lognormal Probabilities

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Lognormal Quantiles

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Plot Lognormal Distribution

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Sample from Lognormal Distribution

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Normal Distribution

Normal Probabilities

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Normal Quantiles

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Plot Normal Distribution

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Sample from Normal Distribution

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t Distribution

t Probabilities

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t Quantiles

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Plot t Distribution

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Sample from t Distribution

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Uniform Distribution

Uniform Probabilities

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Uniform Quantiles

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Plot Uniform Distribution

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Sample from Uniform Distribution

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Weibull Distribution

Weibull Probabilities

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Weibull Quantiles

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Plot Weibull Distribution

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Sample from Weibull Distribution

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Distribution, Discrete

Binomial Distribution

Binomial Probabilities

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Binomial Quantiles

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Binomial Tail Probabilities

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Plot Binomial Distribution

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Sample from Binomial Distribution

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Geometric Distribution

Geometric Probabilities

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Geometric Quantiles

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Geometric Tail Probabilities

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Plot Geometric Distribution

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Sample from Geometric Distribution

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Hypergeometric Distribution

Hypergeometric Probabilities

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Hypergeometric Quantiles

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Hypergeometric Tail Probabilities

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Plot Hypergeometric Distribution

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Sample from Hypergeometric Distribution

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Negative Binomial Distribution

Negative Binomial Probabilities

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Negative Binomial Quantiles

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Negative Binomial Tail Probabilities

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Plot Negative Binomial Distribution

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Sample from Negative Binomial Distribution

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Poisson Distribution

Poisson Probabilities

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Poisson Quantiles

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Poisson Tail Probabilities

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Plot Poisson Distribution

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Sample from Poisson Distribution

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Graphics and Visualizations

Bar charts

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Boxplots

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Bulls Eye

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Contour plot

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Density plots

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Frequency charts

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Heatmap

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Histogram

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Line charts

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Maps

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Pie charts

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Plot of means

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P-P plots

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Q-Q plots

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Scatterplot

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Stem and leaf plot

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Strip chart

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Violin plot

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Statistical analysis

Correlation test

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Shapiro-Wilk normality test

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Compare means

T-Test, Independent samples

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T-Test, One samples

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T-Test, Paired samples

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ANCOVA

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Multi-way ANOVA

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One-way ANOVA

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One-way ANOVA with Blocks

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One-way ANOVA with Random Blocks

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Agreement analysis

Bland-Altman Plot

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Cohen's Kappa

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Concordance Correlation Coefficient

*

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Concordance Correlation Coefficient, multiple raters

*

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Diagnostic Testing

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Fleiss' Kappa

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Intraclass Correlation Coefficients

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Factor analysis

Principal component analysis

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Factor analysis

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Split datasets for analysis

Split

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Remove split

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Split datastes for modeling

Random split

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Stratified sampling

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Contrasts

Contrasts Display

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Contrasts Set

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