Note that the worksheet functions provided by the "Analysis ToolPak - VBA" add-in for Excel are not available in Excel Online, or in this App (it is not yet possible for Apps to create user-defined functions).
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The App's Random Number Generation function uses the well-known Mersenne Twister algorithm, also used in Excel's RAND built-in function the Excel Analysis ToolPak uses an older random number generator algorithm. Results from the App will generally match the Excel Analysis ToolPak, as seen in many textbooks, screen images and videos. t-Test: Two-Sample Assuming Unequal Variances.t-Test: Two-Sample Assuming Equal Variances.You can find scores of articles, videos and tutorials useful for this App by searching for "analysis toolpak". The steps in setting up a Logistic Regression analysis are the same as those for a Linear Regression, but the output or Y variable will have a binary value (0 or 1). Select the tool you wish to use and click OK. Click on Data Analysis to open the analysis tools available. Once enabled the Data Analysis ToolPak will be located in the the Data tab all the way to the right. For all the functions listed below except Logistic Regression, you will find that online Help for the Excel Analysis ToolPak generally applies to the corresponding functions in the XLMiner Analysis ToolPak App. The Add-Ins window will open, add a checkmark to the check box next to Analysis ToolPak, click OK. The 20 functions provided by the App are listed below. Task Pane input fields and worksheet output will be very familiar to Excel Analysis ToolPak users. The App provides all 19 interactive functions included in the Excel Analysis ToolPak, plus a 20th function often requested by users, logistic regression.
With the XLMiner Analysis ToolPak App, you can perform statistical analyses of the same types available in the Analysis ToolPak in desktop Microsoft Excel.