XLSTAT Tutorials

Installation and Settings

• Running XLSTAT the first time (Excel 2007 and 2010)
• Running XLSTAT the first time (Excel 2004, Excel 2003 and earlier versions)
• Installing XLStat on Windows
• Installing XLSTAT on Mac OS X
• Updating Excel
• Running XLSTAT with admin rights under Windows Vista or Windows 7
• Changing the language settings?
• Updating XLSTAT
• Closing XLSTAT
• Uninstalling XLSTAT on Windows
• Uninstalling XLSTAT on Mac OS X

Getting Started

• Selecting data with XLSTAT
• Choosing the way the results are displayed
• Setting up an analysis in XLSTAT
• Creating and customizing a plot with XLSTAT
• Memorizing the data coordinates in the dialog box
• Save and reuse settings of an analysis, example of Principal Component Analysis
• Automate a routine analysis, example of Principal Component Analysis, in XLSTAT

XLSTAT-Pro

Preparing data

• Stratified data sampling with XLSTAT
• Coding and recoding data in XLSTAT
• Creating a contingency table in XLSTAT
• Discretizing a continuous variable
• Filtering observations with XLSTAT
• Transforming the data with XLSTAT - Example of a Box-Cox transformation
• Creating a disjunctive table in XLSTAT
• Raking a survey sample using XLSTAT

Describing data

• Sampling data in a distribution and running a normality test with XLSTAT
• Creating histograms and fitting a distribution with XLSTAT
• Quantiles / percentiles with XLSTAT
• Generating bootstrap statistics using resampling in XLSTAT

Visualizing data

• Creating a Scatter plot with XLSTAT
• Generating box plots with XLSTAT
• Creating histograms and fitting a distribution with XLSTAT
• Creating a Parallel Coordinates Visualization with XLSTAT
• Creating a ternary diagram in XLSTAT
  
• Creating a chart with error bars with just two clicks
• Adding a curve on an Excel chart with XLSTAT
• Using XLSTAT functions in Excel sheets
• Customizing a PCA chart with XLSTAT to make it easier to interpret
• Creating and customizing a plot with XLSTAT

Analyzing data

• Running a Principal Component Analysis (PCA) with XLSTAT
• Running a Factor analysis with XLSTAT
• Running a Discriminant analysis with XLSTAT
• Running a Correspondence analysis (CA) from a contingency table with XLSTAT
• Running a Correspondence Analysis (CA) from a raw data table with XLSTAT and plot a 3D representation with XLSTAT-3D Plot
• Running a Multiple Correspondence Analysis (MCA) with XLSTAT
• Running a Multidimensional Scaling with XLSTAT
• Running an Agglomerative Hierarchical Clustering with XLSTAT
• Running a k-means clustering to group observations
• Clustering big datasets with XLSTAT - Using k-means clustering followed by an AHC

Modeling data

• Fitting a distribution to a sample of data in XLSTAT
• Running a simple linear regression with XLSTAT
• Multiple linear regression with XLSTAT
• Running a one-way ANOVA followed by multiple comparisons tests
• Running a two-way unbalanced ANOVA with interactions
• Running an ANCOVA with XLSTAT?
• Running a repeated measures ANOVA
• Repeated measures ANOVA using the mixed models
• Running a random components mixed model
• Logistic regression with XLSTAT
• Running a multinomial logit model with XLSTAT
• Nonparametric regression (kernel regression) with XLSTAT
• Nonlinear regression with XLSTAT
• Nonlinear multiple regression with XLSTAT
• Creating a CHAID classification tree with XLSTAT

Testing a hypothesis

Correlation tests

• Computing a Spearman correlation coefficient and test if it significant or not
• Running a Cochran-Armitage trend test with XLSTAT
• Running a Mantel test with XLSTAT

Parametric tests

• Running a t-test or a z-test to compare the mean of a sample to a value in XLSTAT
• Running a Student's t test on two independent samples
• Running a Fisher's F-test in XLSTAT to assess the equality of variance of 2 samples
• Comparing k>2 variances using the Levene or Bartlett tests
• Test for comparing one proportion to a value in XLSTAT
• Comparing two proportions in XLSTAT
• Comparing k proportions with XLSTAT
• Running a multinomial goodness of fit test with XLSTAT
• Testing if 2 samples or more described by several variables are significantly different or not
• Testing equivalence with TOST in XLSTAT

Nonparametric tests

• Running a Kruskal-Wallis test with XLSTAT
• Running a Mann-Whitney test on two independent samples with XLSTAT
• Running a Wilcoxon signed rank test on two paired samples with XLSTAT
• Running a Friedman's test with XLSTAT
• Running a Durbin, Skillings-Mack test with XLSTAT
• Running a Page test with XLSTAT
• Running a Cochran-Mantel-Haenszel test with XLSTAT

 

The following tutorials require the installation of the appropriate advanced module.

XLSTAT-3DPlot

• Generating a 3 dimensional plot with XLSTAT-3DPlot
• Saving a 3D visualization model for reuse later

XLSTAT-ADA

• How to run a canonical correlation analysis in XLSTAT
• Running a Canonical Correspondence Analysis (CCA) with XLSTAT-ADA
• Multiple Factor Analysis with XLSTAT-ADA
• Generalized Procrustes Analysis with XLSTAT-ADA
• Principal Coordinate Analysis (PCoA) with XLSTAT

XLStat-CCR

• Getting started with Correlated Component Regression (CCR) in XLSTAT-CCR
• Using Correlated Component Regression with a Dichotomous Y and Many Correlated Predictors
• Obtaining Predictions from a 2-class Regression

XLSTAT-Conjoint

• Conjoint analysis with XLSTAT-Conjoint
• Choice based conjoint analysis (CBC) with XLSTAT-Conjoint
• The conditional logit model with XLSTAT-Conjoint
• The monotone regression / MONANOVA method with XLSTAT-Conjoint

XLSTAT-DOE

• How can I generate a factor effect design and how to do the corresponding analysis of the results?
• How can I generate a surface response design and how to do the corresponding analysis of the results?

XLSTAT-Dose

• Dose effect analysis with XLSTAT-Dose
• Running a four parameters logistic regression to compare two samples

XLSTAT-Life

• Generating a life table with XLSTAT-Life
• Running a Kaplan-Meier analysis with XLSTAT-Life
• Running a Nelson-Aalen analysis with XLSTAT-Life
• Running a Cumulative Incidence analyses with XLSTAT-Life
• Cox proportional hazards model with XLSTAT-Life
• Method comparison with the Bland Altman plot
• Method comparison with the Passing and Bablok regression with XLSTAT-Life
• Sensitivity and specificity analysis with XLSTAT-Life
• Creating an ROC curve and identifying the optimal threshold value for a detection method

XLSTAT-MX

• Running a Preference Mapping in XLSTAT
• Penalty analysis with XLSTAT-MX
• Multiple Factor Analysis with XLSTAT
• Running a Generalized Procustes Analysis with XLSTAT-MX
• Creating a Semantic differential chart with XLSTAT-MX
• Product characterization in sensory analysis using XLSTAT-MX
• Running a TURF analysis with XLSTAT-MX
• Designing an experiment for sensory analysis with XLSTAT-MX

XLSTAT-Pivot

• Creating an intelligent pivot table with XLSTAT-Pivot

XLSTAT-PLS

• Running a Partial Least Squares regression with XLSTAT-PLS
• Running a partial least squares (PLS) discriminant analysis with XLSTAT-PLS

XLSTAT-PLSM

• Creating and running a basic XLSTAT-PLSPM project with Excel 2007
• Create and run an XLSTAT-PLSPM project with Excel 2003
• Comparing groups with XLSTAT-PLSPM
• Obtaining classes using the REBUS method with XLSTAT-PLSPM
• Studying moderating effects in PLS Path Modeling with XLSTAT-PLSPM

XLSTAT-Power

• Calculation of the required sample size or statistical power of a mean comparison test with XLSTAT-Power
• Calculating the required sample size or statistical power in a multiple regression with XLSTAT-Power

XLSTAT-Sim

• Simple simulation model in XLSTAT-SIM
• Simulation model with scenario variables and statistics
• Simulation model integrating correlations between distributions be integrated and how can SPC (process capability) indicators
• Generating many distributions in a simulation model efficiently by copying

XLSTAT-SPC

• Generating an individual chart in XLSTAT-SPC
• Generating a subgroup chart
• Generating an attribute chart
• Generating a Pareto plot
• Generating a time weighted chart
• Control and validate your measurement method and systems, when having several quantitative measures taken by one or more operators on several parts with XLSTAT

XLSTAT-Time

• Using differencing to obtain a stationary time series
• Identifying a trend using Mann-Kendall tests with XLSTAT-Time
• Checking if a time series is homogenous with XLSTAT-Time
• Fitting a Holt-Winters seasonal multiplicative model to a time series
• Fitting an ARIMA model to a time series with XLSTAT-Time
• Running a Spectral analysis with XLSTAT-Time