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Deducer Manual

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An R Graphical User Interface (GUI) for Everyone

Deducer is designed to be a free easy to use alternative to proprietary data analysis software such as SPSS, JMP, and Minitab. It has a menu system to do common data manipulation and analysis tasks, and an excel-like spreadsheet in which to view and edit data frames. The goal of the project is two fold.

  1. Provide an intuitive graphical user interface (GUI) for R, encouraging non-technical users to learn and perform analyses without programming getting in their way.
  2. Increase the efficiency of expert R users when performing common tasks by replacing hundreds of keystrokes with a few mouse clicks. Also, as much as possible the GUI should not get in their way if they just want to do some programming.

Deducer is designed to be used with the Java based R console JGR, though it supports a number of other R environments (e.g. Windows RGUI and RTerm).


Download and Install


Join the Help/Discussion Group

Screen shots

Video introduction: New Users Existing R users

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File西风vnpAnalysisPackages & DataPlots
Open DataEdit FactorFrequencies西风app iosPlot Builder
Save DataRecode VariablesDescriptives Import Template
 TransformContingency Tables 天行ⅴpn
 Reset Row NamesOne Sample Test Templates
 SortTwo Sample Test Interactive
 TransposeK-Sample Test
 Merge DataCorrelation
 SubsetLinear Model
  Logistic Model
  Generalized Linear Model

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Analysis

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  • Variables predicting low baby birth weight (Recode Variables, Logistic Regression)
  • Paired t-test

Visualization

  • Examining infant mortality (Plot builder tutorial): Part 1 Part 2
  • Examining wind farm geographic data using the plot builder
  • Exploring data with interactive plots
  • Advanced plot builder customization: ZeroVNP免费下载 Part 2

Data

  • Import excel data

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  • Spatial data analysis
  • Text mining

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  • Are people better tippers at dinner time? (Two Sample Tests)
  • Do counseling treatments of anorexia work? (K-Sample Tests)
  • What is the relationship between reported height and weight and actual height and weight? (Correlation)

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DeducerExtras
An add-on package containing a variety of additional analysis dialogs. These include: Distribution quantiles, single/multiple sample proportion tests, paired t-test, Wilcoxon signed rank test, Levene's test, Bartlett's test, k-means clustering, Hierarchical clustering, factor analysis, and multi-dimensional scaling
DeducerPlugInScaling
Reliability and factor analysis
DeducerMMR
Moderated multiple regression and simple slopes analysis
DeducerSpatial
A GUI for Spatial Data Analysis and Visualization
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Respondent Driven Sampling
gMCP
(Experimental) A graphical approach to sequentially rejective multiple test procedures
RGG
(Experimental) A GUI Generator
DeducerText
(Experimental) Text Mining
DeducerHansel
(Experimental) An add-on package which covers many methods common in econometrics, including binary logit, binary probit, and tobit estimates, and various time-series, panel, and spatial data methods. The time-series methods include cointegration analysis.

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  • Building Deducer from the source
  • Plug-in Development
  • Function Documentation
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