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What is the Paired Sample T Test and How is it Beneficial to Business Analysis?

Smarten

For example, one might consider two groups of participants that are measured at two different “time points” or two groups that are subjected to two different “conditions” Paired T Test is used to evaluate the before and after of a situation, treatment, condition, etc. is the same in two related groups.

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What is Spearman’s Rank Correlation and How is it Useful for Business Analysis?

Smarten

Correlation is a statistical measure that indicates the extent to which two variables fluctuate together A positive correlation indicates the extent to which those variables increase or decrease in parallel. The Spearman’s Rank Correlation is a measure of correlation between two ranked (ordered) variables. About Smarten.

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What is Multiple Linear Regression and How Can it be Helpful for Business Analysis?

Smarten

This article describes the analytical technique of multiple linear regression. What is Multiple Linear Regression Analysis? Multiple Linear Regression is a statistical technique that is designed to explore the relationship between two or more variables (X, and Y). Use Case – 1. The dependent variable is crop production.

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A Big Data Imperative: Driving Big Action

Occam's Razor

Clickstream + qualitative data + rigorous statistical analysis of outcomes + deep mining of data from competitive intelligence sources + rapid experiments + more. Here's the "bigger web analytics data" picture from 2007… Multiplicity! All it takes is a little business analysis. Have something.

Big Data 127
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Augmented Analytics Algorithms and Techniques: Learning for Citizen Data Scientists

Smarten

This article summarizes our recent article series on the definition, meaning and use of the various algorithms and analytical methods and techniques used in predictive analytics for business users, and in augmented data preparation and augmented data discovery tools. Use Case(s): Average value of all cars in U.S.