Advanced Business Statistics & Data Analysis

Course Description

 This course is for all Marketing, Sales, HR, Business Analysts and Managers who routinely analyze data for business applications. Areas of focus are analysis of data for business planning, forecasting, data mining, variation analysis and multiple factor modeling. 

Audience

This course is required for all Marketing, Sales, HR, Business Analysts and Managers who routinely analyze data for business application.

Prerequisites:

 Business Statistics and Data Analysis

16 Hours


Contact Information

Email
paulette@pyyoungassociates.com

Phone
1 (650) 967-2700

Address
P.O. Box 2103
Sunnyvale, CA 94087-0103

Course Objectives

Upon completion of the course the participants will be able to:

  • Use data to solve business and transactional problems
  • Select appropriate analysis technique based on type of data
  • Analyze complex multifactor data sets
  • Estimate the effect size from the data relative to the business case of interest
  • Generate prediction equations to predict business behavior based on critical inputs
  • Use multiple regression techniques in order to analyze data and make business process improvements

 

Course Outline:

Advanced Graphs
Advanced Pareto Plots
Confidence Intervals and tests
Stacked Bar Graphs
Graph Builder

Variation Analysis
EMS and REML
POV Analysis
MSA for Attributes

Data Mining
Recursive Partitioning

Time Series and Forecasting
UWMA and EWMA
Seasonal ARIMA
Learning Curves
Nonlinear Regression

Multiple Factor Analysis
N-way ANOVA
Multiple Regression
ANCOVA