fbpx Skip to content

Tagged: analysis

Analytics Tools: How to select an Automated Analysis tool

This is part 5 of a 5 part series on Selecting Analytics Tools.

Today we’ll cover the last link on the analytics value chain: Analysis tools. This is the newest link in the value chain, only becoming…

Metric Component Analysis: Latent Class Analysis

This is part 9 of a 9 part series on Metric Component Analysis.

Yesterday we reviewed how to use Principal Component Analysis for dimension reduction, and in doing so identify the most important dimensions in some data…

Metric Component Analysis: Principal Component Analysis

This is part 8 of a 9 part series on Metric Component Analysis.

One of the most common approaches to dimension reduction is a technique known as Principal Component Analysis (PCA). Given a very large amount of…

Metric Component Analysis: Dimension Reduction

This is part 7 of a 9 part series on Metric Component Analysis.

One of the biggest challenges of Component Analysis is that metrics can have so many components! For example, Revenue in the United States is…

Metric Component Analysis: Conducting Analysis

This is part 6 of a 9 part series on Metric Component Analysis.

Last week we explored how breaking down metrics into components made it easy to find the drivers when our metrics changed. However, in every…

Metric Component Analysis: Complex Metrics

This is part 5 of a 9 part series on Metric Component Analysis.

This week we’ve covered how to break down various types of metrics, including sums, means and medians. You will, of course, have some metrics…

Metric Component Analysis: Median Metrics

This is part 4 of a 9 part series on Metric Component Analysis.

The Case of the Disappearing Users Today we’ll investigate median metrics, which are more robust than mean metrics as they are less sensitive to…

Metric Component Analysis: Mean Metrics

This is part 3 of a 9 part series on Metric Component Analysis.

The Case of the Lower Conversions Today we’ll look at how to break down a more complex calculated metric, the mean, in The Case…

Root Cause Analysis: Designing for Root Cause Analysis

This is part 5 of a 5 part series on Root Cause Analysis.

As you have seen this week, identifying root causes can be challenging. The best way to ensure you can identify root causes reliably is…

Root Cause Analysis: Classifying Factors

This is part 4 of a 5 part series on Root Cause Analysis.

Now that we have a shorter list of potential causes (factors), ranked by likelihood of impact, we need to determine which is the root…