SYSTAT Features
Contents
1. Bonferroni Tukey LSD Scheffe e Repeated measures one way two or more factors three or more factors e Designs unbalanced randomized block complete block fractional factorial mixed model nested split plot Latin square crossover and change over Hotelling s T e ANCOVA e Means model for missing cells designs e AIC AlCc BIC computation e Automatic outlier and influential point detection e Quick Graph least squares means e Resampling Bootstrap without replacement Jackknife e Type Il and Ill sums of squares e Confidence intervals and hypothesis tests for Helmert reverse Helmert deviation and simple contrasts e Options to test normality and homoscedasticity assumptions General Linear Model e Any general linear model Y XB e e Any general linear hypothesis ABC D e Mixed categorical and continuous variables e Stepwise model building e AIC AlCc BIC computation e Post hoc tests e Resampling Bootstrap without replacement Jackknife e See also linear regression and ANOVA Quality Analysis Histogram Pareto Chart Box and Whisker Plot Process Capability Analysis Page 5 of 15 SYSTAT m SYSTAT Comprehensive List of Features e Control Charts Run Chart Shewart Control Chart Average Run Length Operating Characteristic Curve Cumulative Sum Chart Moving Average Expected Weighted Moving Average X MR Chart Regression Chart TSQ Nonparametric Tests e Independent samples Kruskal Wallis two sample Kolmo2. Legend Bar Scatterplot Histogram etc in the status bar on mouse hover in the Graph Editor o View properties of elements like case ID and the value against variable names for all the axes e Save charts to BMP PS EPS EMF WMF JPG PICT GIF TIFF PNG with options for setting resolution size format and color translation e Frame tracker for identifying individual frames that can then be resized and or repositioned e Object tracker for identifying individual objects in a graph that can then be edited using the Graph Interactivity feature e Reposition the graph title using the mouse drag and drop Global Options e Decorate your graphs with different background amp border themes e Threshold limit and grid cuts for automatic hexagonal binning e Location facet eye 3 D rotation angle scale and appearance settings for all graphs through the dialog as well as command line interface e Ability to change the image type of the graphs appearing in the Output Pane like PNG BMP JPEG GIF or EMF Page 10 of 15 SYSTAT SYSTAT Comprehensive List of Features SE Bar dot line pie profile and pyramid charts Summary Charts Use medians instead of mean for Bar Dot Line Profile and Pyramid graphs Bar 2 D 3 D stacked error bars repeated measures percent polar mirror mosaic Dot 2 D 3 D line connected error bars repeated measures percent polar mirror Line 2 D 3 D errors repeated measures percent mirror
3. Wishart Crosstabulation and Measures of Association One two and multiway tables Row and column frequencies percents expected values and deviates List layouts order categories define intervals including missing intervals 2 x 2 tables likelihood ratio chi square Yates Fisher s odds ratio Yule s Q R x R tables McNemar s test Cohen s kappa R x C tables unordered levels phi Cramers V contingency Goodman Kruskal s lambda and uncertainty coefficients R x C ordered levels Spearman s rho Goodman Kruskal s gamma Kendall s tau b Stuart s tau c Somers D Others Mantel Haenszel test Cochran test Row dependent and symmetric statistics Table of counts and percents Cell statistics Association measures for one and two way tables along with confidence intervals Standardized tables Resampling Bootstrap without replacement Jackknife along with confidence intervals based on bootstrapped estimates Correlations Distances and Similarities Continuous data Pearson correlations covariance SSCP Distance measures Euclidean city block Bray Curtis QSK Rank order data Spearman gamma mu2 tau b tau c Unordered data phi Cramer s V contingency Goodman Kruskal s lambda uncertainty coefficients Binomial data S2 S3 S4 S5 S6 S7 Tetrachoric Yule s Q Hamman Dice Sneath Ochiai Kulczynski Gower2 Missing data pairwise listwise deletion EM Hadi outlier detection and e
4. Pie 2 D 3 D concentric rings offset slice Profile 2 D 3 D stacked repeated measures percent mirror Pyramid 2 D 3 D repeated measures percent mirror Base line Anchor is drawn at the specified base value for bar and pyramid charts Distinct stack and percentage options for univariate bar charts Histograms box and density plots e 2 D displays o Box plot box and whisker notched box with dot o Dot densities dit symmetric dit dot jitter fuzzy and stripe e 2 D 3 D displays o Histogram counts cumulative counts control number of bars or bars widths o Normal and kernel density functions o Contour and mosaic plots o Pseudo 3 D displays mirror plots Scaiterplots Quantile and Probability plots e Repeated measures contour and tiled plots e Smoothers 2 D 3 D linear quadratic DWLS step NEXPO inverse Andrews bisquare Huber and Kriging The tension parameter can be specified where applicable e Smoother residuals e Option for limiting smoother to data range e Line connecting plot points minimum spanning tree traveling salesman path Voronoi tessellation Delaunay triangulation vectors spikes and convex hull e Size points by influence sunflower symbols e Border 2d graph for Plot Probability Plot and Quantile Plot oe 2 D plot and SPLOM options Hexagonal binning with desired number of cuts and threshold for binning 38 theoretical densities for probability plots Smoothers log power lowess spline m
5. SYSTAT SYSTAT Comprehensive List of Features Statistics Letters in red color are new features in Version 12 of SYSTAT Descriptive Statistics Column Arithmetic mean median sum and number of cases Min max range and variance Coefficient of variation std err of mean Adjustable confidence intervals of mean Skewness kurtosis including standard errors Shapiro Wilk normality test N amp P Tiles Cleveland Weighted average 1 Weighted average 2 Weighted average 3 Closest Empirical CDF Empirical CDF average o Trimmed Geometric and Harmonic means o Stem and Leaf display o Resampling Bootstrap without replacement Jackknife o Bootstrap estimates p values and confidence intervals for descriptive statistics and correlation regression 000000 0 Row Arithmetic mean median sum and number of cases Min max range and variance Coefficient of variation std err of mean Adjustable confidence intervals of mean Skewness kurtosis including standard errors Shapiro Wilk normality test N amp P Tiles Cleveland Weighted average 1 Weighted average 2 Weighted average 3 Empirical CDF Empirical CDF average Closest o Trimmed Geometric and Harmonic means o Stem and Leaf display o Resampling Bootstrap without replacement Jackknife o Bootstrap estimates p values and confidence intervals 000000 0 Multivariate skewness and kurtosis Multivariate normality tests based on skewness and kurto
6. YSTAT SYSTAT Comprehensive List of Features General Features Graphical User Interface The Graphical User Interface is a single window with panes and tabs for displaying output data graph and command files conveniently Startpage to access what s new in the current version recent files interface themes and manuals get useful tips and scribble notes Variable Editor for editing various properties of variables in the data file copy paste all or some properties of any number of variables View value labels or data values in the Data Editor View variable statistics and histogram for any variable on right click Window menu to view multiple tabs in the Viewspace simultaneously Quick Access menu containing all commonly used graphical and statistical tools Examples tab with one click access to all the examples in the user manual Add your own examples to the Examples tab Extensive use of drag and drop and right click mouse functionality Faster processing speed Fully customizable main and context right click menus set captions accelerator keys and button images Simple and intuitive default menu structure option to switch to other menu structures supplied downloadable or created Advanced customizable status bar with items to toggle global settings and data processing conditions Record and play menu and dialog actions create new menu items with links to these Create your own menu items linked to command files or sets of command
7. cement Jackknife Cronbach s Alpha e Resampling Bootstrap without replacement Jackknife Test Item Analysis e Classical analysis e One and two parameter logistic model e Quick Graph item plot Multidimensional Scaling e Two way scaling Kruskal Guttman Young Three way scaling INDSCAL Non metric unfolding EM estimation Power scaling for ratio data Quick Graphs MDS plot Shepard diagram Partially Ordered Scalogram Analysis with Coordinates POSAC e Guttman Shye algorithm automatic serialization e Quick Graph item plot e Resampling Bootstrap without replacement Jackknife Perceptual Mapping e MDPREF e Preference mapping vector circle ellipse e Procrustes and canonical rotations e Quick Graph biplots Conjoint Analysis e Monotonic linear log and power e Stress and tau loss functions e Quick Graph utility function plot e Resampling Bootstrap without replacement Jackknife Time Series e Smoothing LOWESS moving average running median and exponential Seasonal adjustment Fourier and inverse Fourier transforms Box Jenkins ARIMA model Specify autoregressive difference and moving average parameters Page 7 of 15 SYSTAT e Forecast and standard errors e Polynomially distributed lags e Quick Graphs series plot autocorrelation partial autocorrelation cross correlation periodogram e Trend Analysis Mann Kendall test and Sen slope estimator for nonseasonal data e Trend Analysis Seasonal Kendal
8. ean median mode midrange trimmed mean Confidence interval contours bivariate ellipsoid bivariate centroid regression line kernel density e Display univariate densities on borders histogram box box dot dot dit frequency polygon normal kernel fuzzy stripe jitter e High low close plots 2 D e Mirror plots 2 D Maps e Present statistical data on maps US states counties metro areas census tracts and related demographics World continents nations West European provinces Eleven geographic projections Create map shape files Additional graphs e Multiplots based on Trellis plots multiple displays based on grouping variables for bar dot line profile pyramid scatterplot probability plot and quantile plot Page 11 of 15 SYSTAT SYSTAT Comprehensive List of Features e Icon plots Chernoff faces Fourier blobs histograms profiles thermometers weather vanes stars and arrows e Parallel coordinate and Andrews Fourier plots e Function plots specify any function 2D 3D 4D Coordinates and Projection e Rectangular polar triangular and spherical coordinates e Geographic projections gnomonic stereographic Mercator orthographic Lambert Robinson sinusoidal Miller Peters fish eye Page view e Advanced page view that lets you position amp resize the graphs titles amp other annotation objects for printing Interactive graphics e Single dialog box with context sensitive tabs for editi
9. gorov Smirnov Mann Whitney e Related variables sign test Wilcoxon signed rank test Friedman test Quade test e One sample Kolmogorov Smirnov Anderson Darling test Wald Wolfowitz runs test e Resampling Bootstrap without replacement Jackknife MANOVA e Handles wide variety of designs Performs repeated measures analysis Means model for missing cells designs is available Within group and between group testing is now part of menus MANCOVA AIC AlCc BIC computation Resampling Bootstrap without replacement Jackknife Factor Analysis e Principal components iterated principal axis maximum likelihood e Rotation varimax quartimax equimax orthomax oblimin e Resampling Bootstrap without replacement Jackknife Discriminant Analysis e Classical Discriminant Analysis Linear or quadratic o Prior probabilities contrasts o Output F statistics F matrix eigenvalues canonical correlations canonical scores classification matrix Wilks s lambda Lawley Hotelling Pillai and Wilks s trace classification tables including jackknifed canonical variables covariance and correlation matrix posterior probabilities and Mahalanobis distances o Stepwise modeling automatic forward backward and interactive stepping o Resampling Bootstrap without replacement Jackknife e Robust Discriminant Analysis o Useful when the data sets are suspected to contain outliers o Linear or quadratic analysis o Save the robust Mahalanobis dista
10. in the case of variance components o Confidence intervals and hypothesis tests based on these estimates e Structures of covariance matrix of random effects o Variance components o Diagonal o Compound symmetry o Unstructured e Structures for error matrix o Variance components Page 4 of 15 SYSTAT SYSTAT Comprehensive List of Features o Compound symmetry AIC AlCc BIC computation Mixed Regression Hierarchical Linear Models HLM e Specify effects as fixed or random e Autocorrelated error structures e Nested Models 2 Level Repeated Measures Clustered Data e Unbalanced or balanced data e Quick Graph Scatterplot histogram or scatterplot matrix of empirical Bayes estimates Hypothesis Testing e Mean One Sample z test Two sample z test One Sample t test Two Sample t test Paired t test Poisson test with Bonferroni Dunn Sidak adjustments e Variance Single Variance Equality of Two Variances Equality of Several Variances e Correlation Zero Correlation Specific Correlation Equality of Two Correlations e Proportion Single Proportion Equality of Two Proportions e Appropriate Quick Graphs e Resampling Bootstrap without replacement Jackknife ANOVA e One way ANOVA multiple comparison tests Bonferroni Tukey Kramer HSD Scheffe Fisher s LSD Tukey s b Students Newman_Keuls Duncan R E G W Q Hochberg GT2 Gabriel Tamhane T2 Games Howell Dunnett s T3 Sidak e Two way ANOVA post hoc tests on least squares means
11. ing values Rank center standardize and trim variables Save data sets to temporary files that are automatically deleted on exit Compute new variables arithmetic operators relational operators logical operators IF THEN transformations trigonometric exponential logarithmic multivariate character date and time functions Select cases based on a specified condition and invert case selection Save only selected cases or specified variables Recode variables instantly and conveniently option to replace or create variables with recoded values Global option to trim leading and trailing spaces in string variable data Matrix computations through the dialog as well as command line interface available for use in conjunction with other statistical features Use BASIC control structure to manipulate data read select sort transform print save create random samples and so on Create temporary variables and arrays Use Mersenne Twister or Wichman Hill random number generator while generating random samples Command editor Autocomplete and automatic coloring of commands Open multiple command files Obtain help for any phrase simply by typing it and using the context menu Command Language Complete coverage of menu functionality Interactive command entry speeds analysis Command files to automate repetitive tasks Command log records session history Streamlined command syntax with informative error and warning messages wherever ap
12. ited number of graphs Automatically plot and color subgroups side by side or overlaid Graph Gallery with a variety of graph templates Ability to view multiple graphs facilitating comparison of two or more graphs Interactive changing of Graph properties with support for Begin End graphs and Quick Graphs e Dynamic Explorer o Experience better dynamic control of orientation of 3D graphs with automatic rotation step by step rotation or rotation using the mouse o Zoom graphs in the direction of each axis or all together e Graph toolbar o Selection tools for selecting a subset of plot points o Zoom in amp Zoom out feature with selection zooming or step zooming tools o Pan tool for moving drag and drop the graph within the Graph Editor o Realign multiple frames to default layout with a single click of the mouse e Annotation tools o Annotation objects like Rectangle Circle Ellipse Polyline Arrow etc can be added to the graph interactively to glorify the graphs drawn o Annotation objects can be selected repositioned and resized quite easily o Annotation properties like Line Color Style Thickness and Fill Color Pattern etc can be set and modified easily o Annotation Text can be added interactively to attach meaningful contents to graph elements which need extra attention o Annotation text font properties can be set and modified conveniently e Status bar help o Tooltips showing each individual element name for e g Frame X axis
13. l and Homogeneity tests with Sen slope estimator SYSTAT Comprehensive List of Features Spatial Statistics e 2D amp 3D variogram Kriging and simulation e Variogram types semi covariance correlogram general relative pairwise relative semi log semimadogram e Semivariogram models spherical exponential gaussian power and hole effect e Kriging types simple ordinary nonstationary and drift e Quick Graphs variogram and contour plot e Resampling Bootstrap without replacement Jackknife Signal Detection Analysis e Models normal Chi square exponential e Quick Graph receiver operating characteristic curve Survival Analysis Kaplan Meier Nelson Aalen and actuarial life tables with confidence intervals Turnbull KM estimation EM Cumulative hazards and log cumulative hazards Cox regression parametric models exponential accelerated exponential Weibull accelerated Weibull lognormal log logistic Type I Il and IIl censoring Stratification time dependent covariates Forward backward automatic and interactive stepwise regression AIC AlCc BIC computation Quick Graphs survival function Cox Snell residual plot quantile reliability and hazard plots Path Analysis RAMONA Analyze covariance or correlation matrices MWL maximum Wishart likelihood GLS generalized least squares OLS ordinary least squares ADFG asymptotically distribution free estimate biased Gramian ADFU unbiased Design of experi
14. labels as tooltip on mouse hover o Keyboard shortcuts for dialog items o Grid controls for entering any number of rows of input with keyboard shortcuts for ease of use Page 13 of 15 SYSTAT SYSTAT Comprehensive List of Features o What s this help for each item in the dialog box Data Management Data file format with compression backward compatibility provided Import export data formats like Statview Stata Statistica JMP Minitab and S Also import export ASCII Microsoft Excel SAS SPSS ODBC dBASE and ArcView file formats Use numeric string or data time variables Specify date as well as time formats simultaneously for any given variable Store variable labels comments width and format value labels file comments as well as category frequency weight and ID variable information to the data file Global options to turn off saving category and ID variable information to the data file View multiple data files and activate any given data file from among the open data files for editing and or analysis Paste data as text paste variable properties paste data with custom row and column separators copy variables to the clipboard and insert them anywhere in the Data Editor Use up to 32 000 variables unlimited cases Field width of up to 23 with up to 14 decimal places for numeric data up to 256 characters for string data Sort or transpose data merge or append files Label and order categories Manage miss
15. ments e Choose between Classic and Advanced DOE with dynamic wizard e Optimal Designs e Complete and incomplete factorial designs e Latin square designs 3 12 levels per factor e Box and Hunter 2 level incomplete designs e Taguchi designs e Plackett and Burman designs e Mixture lattice centroid axial screening e Response surface designs Box Behnken and central composite designs Response Surface Methods e Fits a second degree polynomial to one or more responses on several factors Page 8 of 15 SYSTAT SYSTAT Comprehensive List of Features e Output regression coefficients analysis of variance tests of significance e Optimum factor settings using canonical for each response or desirability for all responses jointly analysis Quick Graph Desirability plots Contour and surface plots with fixed settings for one or more factors Power Analysis e Determine sample size to achieve a specified power e Determine power for a single sample size or a range of sample sizes e Proportions correlations t tests z tests ANOVA one way two way generic designs e Conforms to the Hypothesis tests on means and their various options e Previously only for two sided alternatives now for one sided alternatives also e Quick Graph power curve Page 9 of 15 SYSTAT SYSTAT Comprehensive List of Features Graphics General e Use of Microsoft s 16M color palette Flicker Free rendering of graphs in Graph Editor Overlay an unlim
16. nce weights and predicted group membership Cluster Analysis e Hierarchical o Distance measures Euclidean percent gamma Pearson R squared Minkowski chi square phi square absolute Anderberg Jaccard Mahalanobis RT Russel SS o Linkage methods single complete centroid average median Ward flexible beta k neighborhood uniform weighted o Quick Graphs dendrogram matrix and polar o Resampling Bootstrap without replacement Jackknife e K means and K medians o Distance measures Euclidean MWSS gamma Pearson R squared Minkowski chi square phi square absolute Mahalanobis o Quick Graphs parallel coordinate and mean std deviation profile plots e Additive trees o Input similarity dissimilarity matrices o Quick Graph dendrogram Page 6 of 15 SYSTAT SYSTAT Comprehensive List of Features e Five indices for cluster validity RMSTTD Dunn Davies Bouldin Peeudo F Pseudo T e Cutting cluster tree based on specified nodes and tree height Correspondence Analysis e Simple and multiple raw data and data in tabular form e Quick Graphs vector and casewise plots e Resampling Bootstrap without replacement Jackknife Classification and Regression Trees e Loss functions least squares trimmed mean LAD phi coefficient Gini index twoing e Quick Graph unique tree mobile including split statistics and color coded subgroup densities box dot dit jitter stripe e Resampling Bootstrap without repla
17. ng individual components of the graph Graph Frame Axis Legend and Element The changes get reflected instantly e Graph and Frame o Change background color title font coordinates and projections o Zoom resize rotate and reposition graphs frames o Change the row column matrix dimension of graph frames in multiple graphs o Change summary charts like bar dot line profile and pyramid from one type to another o Change related density types from one type to another e Axes Control axis title font for title and tick labels number of ticks and number of pips Modify line aesthetics like color style and thickness Set limit lines and grid lines Modify minimum and maximum scale for an axis Transform the scale to the log or power scale 00000 e Element o Modify element aesthetics like line color style thickness fill color pattern symbol type size and boundary o Change error bar settings height parameter base line bar width and label settings for summary charts o Separate a slice change to an attention map ring display slice labels and transform the scale in pie charts o Change smoothers residuals connectors partitions specify vector lines vertical spikes confidence contours and hexagonal binning for scatterplots o Set the surface type gradient and wireframe for 3 D scatterplots and function plots e Legend o Modify legend titles location layout number of rows and columns and labels Page 12 of 15 S
18. ons Deciles of risk quantiles and simulation Quick Graph ROC curve for binary logistic regression Forward backward automatic and interactive stepwise regression Probit Regression e Dummy variables and interactions e AIC AlCc BIC computation Nonlinear Regression e Gauss Newton Quasi Newton Simplex e Output predicted values residuals asymptotic standard errors and correlations confidence curves and regions e Special features Cook Weisberg confidence intervals Wald intervals Marquardting Robust estimation absolute power trim Huber Hampel t bisquare Ramsay Andrews Tukey Maximum likelihood estimation Piecewise regression kinetic models logistic model for quantal response data Exact derivatives Quick Graph scatterplot with fitted curve Resampling Bootstrap without replacement Jackknife Two Stage Least Squares e Heteroscedasticity consistent standard errors Smooth amp Plot 126 non parametric smoothers including LOESS Windows fixed width or nearest neighbors Kernels uniform Epanechnikov biweight triweight tricube Gaussian Cauchy Method median mean polynomial robust trimmed mean Save predicted values and residuals Resampling Bootstrap without replacement Jackknife Mixed Model Analysis e Variance components and linear mixed model structures e Estimates of parameters by o Maximum likelihood ML o Restricted maximum likelihood REML o MIVQUE 0 in the case of variance components o ANOVA
19. plicable Create command templates with token variables Commands related to Basic Statistics globally available Page 14 of 15 SYSTAT Output Output e Help SYSTAT Comprehensive List of Features Insert comments at the end of a command line Headers footers page setup and print preview with multiple view options HTML based output with tabular and ASCII modes tables can be directly and conveniently copied to external applications without distortion Collapsible links for each section of the output Global options o Specify the field width and number of decimal places o Short medium or long statistical output o Define font style and size for tabular as well as ASCII output formats font sizes can be condensed to be as small as desired o Display variable labels names or both o Display value labels data values or both o Wrap and or truncate text in tables appearing in the output at the desired number of characters o Control the display of statistical Quick Graphs o Global option to echo commands in the output Page width Narrow Wide or None Infinite page width o Maximum number of characters in a row and number of columns in tables dynamically determined based on the page width and font settings o Tables with excess columns will be split into as many parts as required with the row and column headers appended to each part Global output scheme options for each component of the output settings saved to the interface theme Save outp
20. s Several toolbars with over 250 fully customizable tools buttons Specify modify keyboard shortcuts Set menu font and animation Create new popup menus in the Menu Bar Create and apply interface themes that capture the menu structure and content status bar content keyboard shortcuts output scheme pane dimensions and locations toolbar positions and content recent files and user menu items Use themes supplied with the product and download additional themes from the Internet Numerous global options for each aspect of the application Move the active tab to the beginning of the Viewspace Commandspace Specify file comments in the Data Editor Command line and dialog interface interlinked so that the hypotheses features can be conveniently accessed Crash recovery and rescue system to retrieve any unsaved data files in the unlikely event of a crash or improper shut down Dialog boxes o Tabbed dialog boxes where various options e g Options Results and various other settings come under different tabs of the main dialog box o Drag and drop facility double click facility multiple contiguous and non contiguous selection using Ctrl and Shift keys as well as context right click menu to ease the selection of variables in different dialog boxes o All the input fields in dialogs show tool tips with range values o Icons to indicate category variables in dialog boxes and Data Editor and frequency as well as weight variables in the Data Editor o Variable
21. sis Henze Zirkler test Probability Distributions Computes probability density function cumulative distribution function inverse cumulative distribution function and upper tail probabilities for a wide variety of univariate discrete and continuous probability distributions Quick Graphs graphs of the probability density function and the cumulative distribution function for continuous distributions Random sampling from univariate and multivariate distributions Fitting univariate distributions Kolmogorov Smirnov tests Anderson Darling tests Function plots Probability plots Data transforms Quick Graphs graphs of the respective observed and expected frequencies while fitting 11 distributions added in SYSTAT 12 making the total number of distributions handled to 44 Page 1 of 15 SYSTAT SYSTAT Comprehensive List of Features o Discrete Uniform Zipf Geometric Hypergeometric Negative Binomial Poisson Binomial Benford Logarithmic series o Continuous Triangular Double exponential Laplace Cauchy Gumbel Gompertz Lognormal Pareto Rayleigh Inverse Gaussian Lognormal Uniform Beta Normal Chi square Weibull Exponential Logistic Gamma Generalized lambda Half normal Log logistic Erlang Smallest extreme value Studentized maximum modulus Non central t Non central chi square Non central F o Multivariate distributions random sampling Multinomial Bivariate exponential Dirichlet Multivariate normal
22. stimation Probabilities Bonferroni Dunn Sidak Quick Graph scatterplot matrix Resampling Bootstrap without replacement Jackknife p values and confidence intervals in the case of Pearson correlations and rank ordered data Set and Canonical Correlation Whole semi and bipartial set correlations Rao F R Square Shrunk R Square T Square Shrunk T Square P Square Shrunk P Square Within between and inter set correlations Row Column betas standard errors T statistics and probabilities Stewart Love canonical redundancy index Canonical coefficients loadings and redundancies Varimax rotation Resampling Bootstrap without replacement Jackknife Page 2 of 15 SYSTAT SYSTAT Comprehensive List of Features Missing Value Analysis e EM Algorithm e Regression imputation e Save estimates correlation covariance SSCP matrices e Resampling Bootstrap without replacement Jackknife Loglinear Models e Full maximum likelihood Pearson and likelihood ratio chi square Expected values lambda SE lambda Covariance matrix correlation matrix Deviates Pearson deviates likelihood deviates Freeman Tukey deviates log likelihood Resampling Bootstrap without replacement Jackknife Dialog box with facility to type the desired model directly Linear Regression e Least squares O 0000 DO O Cross validation saving residuals and diagnostics Durbin Watson statistic Multiple linear regression Prediction for ne
23. ut in the SYSTAT syo text RTF HTML or single page HTML mht formats Output can be resumed from previous sessions using the SYSTAT format output file which contains the command log and data file information Organizer Index for easy output navigation and manipulation Combined formatted statistical output and graphs Right click on any data file node to view it or set it active for editing or using in an analysis Organize output based on the data file used for a given section of the output Set detailed output organizer node captions Extensive printed pdf user documentation containing 8 volume set of SYSTAT manuals Getting Started Statistics Statistics Il Statistics Ill Statistics IV Graphics Data Language Reference Extensive Online Help System with Index Search Favorites lists Acronym expansions data file references in the Online Help system Knowledge base FAQ with answers to various queries raised by users Tutorials with step by step instructions on using various features Status bar help and Bubble Help regarding a given feature on mouse hover on the corresponding menu item Statistics Glossary Context sensitive help on pressing F1 on any item in the interface Page 15 of 15
24. w observations Stepwise regression automatic customized and interactive stepping partial correlations AIC AlCc BIC computation Hypothesis testing mixture models Automatic outlier and influential point detection Quick Graph residuals vs predicted values fitted model plot in the case of one or two predictors confidence and prediction intervals in the case of one predictor Resampling Bootstrap without replacement Jackknife Bootstrap estimates p values and confidence intervals e Bayesian O Prior distribution multivariate normal gamma distribution Bayes estimates and credible intervals for regression coefficients computed Parameters of the posterior distribution provided Plots of prior and posterior densities of regression coefficients Two types of ridge coefficients standardized coefficients and unstandardized coefficients Quick Graph A plot of the ridge factor against the ridge coefficients Partial Least Squares Regression e NIPALS algorithm SIMPLS algorithm Crossvalidation Standard errors Robust Regression e Least Median of Squares LMS regression Rank Regression Least Trimmed Squares LTS regression M regression Scaled regression Least Absolute Deviation LAD regression Page 3 of 15 SYSTAT SYSTAT Comprehensive List of Features Logistic Regression e Binary multinomial discrete choice and conditional AIC AlCc BIC computation Robust standard errors Dummy variables and interacti
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