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Multivariate PLS Regression - as extension of PLS Regression, for explaining multiple dependent variables using a set of predictors. Univariate PLS Regression- Performs a space reduction in a set of predictors while simultaneously maximizing the fit to a dependent variable.This is much more sensible than the popular tandem approach of factor-analyzing the predictors and using the factor scores to predict the dependent variable. Local Geographic Regression - Estimates one regression for each data point, using data from its nearest-K neighbors.For this, you must have the coordinates for each data point, which are used to determine the nearest neighbors. Logistic Regression - fits a binary logistic regression, but before doing that, allows you to select variables based on their Gini and AUC coefficients.It also allows you to test the predictive performance of your logistic regression on a holdout sample. Stochastic Frontier Regression - a linear regression with asymmetric errors.In other words, the regression line is fitted around the top (maximization) or bottom (minimization) of the cloud of points. Stepwise Regression - a straightforward linear regression with stepwise selection of predictors. Metric Multidimensional Scaling - a tool for unfolding a symmetric table of distances or dissimilarities between cases into a multidimensional scatterplot. Dynamic Factor Analysis - similar to Principal Component Analysis, except that the factor scores represent smooth (after filtering out noise) latent trends over time. Principal Components Analysis - another extremely popular space-reduction technique, for continuous data. Correspondence Analysis - very popular space-reduction technique in Europe (particularly in France) for categorical data. It may also be used with interval-scaled (i.e., Likert scale) data. Latent Class Analysis - latent class (or finite mixture) analysis for categorical or ordinal data. K-means clustering- the good-old workhorse for classifying cases based on continuous data. 3D Scatterplot - simple tool to produce and rotate 3D scatterplots all you need is a label and three coordinates for each data point. This is something I know how to do using VLOOKUP, but only with a single key column.
Data merge by keys - allows you to merge two sheets by up to three common key-columns. WordMap WordMap agora fala Português! WordMap también habla Español!. Now you will see that it installed into your Mac excel and you need to quit and restart your Mac excel before that. Now if you get that your analysis pack is not installed on your Mac, then click Yes to install it properly. If you cannot see Analysis ToolPak in the list then you go to the add-ins available box and browse to locate it. In this new suite you will find the following tools, which work with data of reasonable sizes for instructional purposes:ī612 download for mac. If you have Office 2007 or older, you can still install the older, independent Add-Ins. This version of the suite works with Office 2010 or newer. These add-ins are now bundled under a single menu in Excel Add-Ins tab.
This FREE suite of Excel add-ins contains a collection of analytic tools I developed over the years for instructional purposes.
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