Here are some common components of a DMAIC Analyze Phase Templates package:

Data Analysis Templates: Templates for conducting statistical analyses and exploratory data analysis (EDA) to uncover patterns, trends, and outliers in the data. These may include templates for creating histograms, scatter plots, box plots, and control charts.
Root Cause Analysis Tools: Templates for using root cause analysis techniques such as the 5 Whys, Fishbone (Ishikawa) diagrams, and Failure Mode and Effects Analysis (FMEA). These templates assist in identifying the underlying causes of process issues.
Hypothesis Testing Templates: Templates for designing and documenting hypothesis tests, including null and alternative hypotheses, test statistics, and p-values. These templates help determine whether there is a statistically significant relationship between variables.
Process Mapping Templates: Templates for creating process maps or flowcharts to visualize and analyze the current process flow. Process maps can be used to identify bottlenecks and areas of inefficiency.
Cause-and-Effect Diagram (Fishbone Diagram) Templates: Templates for constructing Fishbone diagrams, which help identify potential causes of a problem in a structured way.
These diagrams categorize causes into key areas such as people, process, equipment, and more.
Statistical Software Instructions: Guidance on using statistical software tools, if applicable, for conducting various data analyses and hypothesis tests.
Root Cause Analysis Reports: Templates for documenting the findings of root cause analyses, including the identified root causes and potential solutions.
Data Visualization Templates: Templates for creating data visualizations and charts that highlight key insights and trends in the data.
Failure Mode and Effects Analysis (FMEA) Templates: Templates for conducting FMEA, a structured approach to identifying and prioritizing potential failure modes in a process.
FMEA templates help assess the impact, likelihood, and severity of each failure mode.
Correlation and Regression Analysis Templates: Templates for conducting correlation and regression analyses to explore relationships between variables and identify factors influencing process performance.
Control Chart Analysis Templates: Templates for analyzing control charts to assess process stability and identify special causes of variation.
Statistical Test Result Summary Templates: Templates for summarizing the results of hypothesis tests and statistical analyses, including interpretations and recommendations.
Documentation of Analytical Methods: A section for documenting the specific analytical methods and tools used in the analysis.
Training Materials and Instructions: Training materials and instructions for project team members who will be involved in data analysis and root cause analysis.

The DMAIC Analyze Phase Templates package provides the necessary tools and structure for a systematic analysis of data and identification of root causes.
It helps project teams gain deeper insights into the factors affecting process performance and supports data-driven decision-making when proposing improvements in the subsequent Improve Phase.