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Excel for Statistical Data Analysis

 

Duration: 2 Days

Course Objectives
This 2 day course will help improve your familiarity with Excel and statistics and as a result increase the effectiveness and efficiency of your work or research.
This course describes how to use the Analysis ToolPack in Microsoft Excel, statistical functions and how to perform basic statistical procedures. It will also explain what Excel limitation are and how to overcome them.

Aggregating Data in Excel

  • Statistical Functions
  • Outlines
  • Subtotals
  • Pivot Tables

Data Relation Analysis

  • Normal Distribution
  • Descriptive Statistics
  • Linear Correlation
  • Regression Analysis
  • Covariance

Analyzing Data in Time

  • Trends/Regression line
  • Linear, Logarithmic, Polynomial, Power, Exponential, Moving Average Smoothing
  • Seasonal fluctuations analysis

Comparing Populations

  • Confidence Interval for the Mean
  • Test of Hypothesis Concerning the Population Mean
  • Difference Between Mean of Two Populations
  • ANOVA: Analysis of Variances
  • Goodness-of-Fit Test for Discrete Random Variables
  • Test of Independence: Contingency Tables
  • Test Hypothesis Concerning the Variance of Two Populations

Forecasting

  • Extrapolation