STATISTICAL ANALYSIS WITH EXCEL COURSE OUTLINE

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1 STATISTICAL ANALYSIS WITH EXCEL COURSE OUTLINE Perhaps Microsoft has taken pains to hide some of the most powerful tools in Excel. These add-ins tools work on top of Excel, extending its power and abilities for use in education, research, statistics and engineering. Various third party add-ins and Excel Analysis ToolPak provides powerful analytical capability useful in performing basic and advanced statistical techniques. The enhanced interface allows users merely to specify the type of analysis desired and input the necessary data. These click-and-go procedure make using Excel to carryout basic and advanced statistical techniques extremely simple and maybe, even fun! COURSE OBJECTIVES At the end of the course, participants should be able to explain and perform hands-on operations on: Introduction to Excel o What is Excel o History of Excel o Starting Excel o Opening a Workbook o Getting to know the Excel Screen o Moving around the Excel Screen o Saving a Workbook o Closing a Workbook o Opening a recently used Workbook o Getting help with the Office Assistant o Using the Help Menu o Exiting Excel Creating, Editing & Formatting Workbooks o Creating New Workbooks o Entering Data o Introduction to Formulas Copyright 2011 Dataville Solutions Ltd. All Rights Reserved. 1

2 o Auto-complete o Cut, Copy & Paste o Using Undo & Redo o Adjusting Column and Row Sizes o AutoFill o Workbook Security Formulas & Functions o Copying Formulas o Auto-Calculate o Using Functions o Using Financial Functions o IF Function o Now & Date Function Enhancing Excel o Macros o Changing Security Level o Installing Analysis ToolPak Add-ins o Installing a Third-party Add-ins Spreadsheet Statistics o Descriptive Statistics o Correlation, Simple and Multiple Regression Analysis in Excel o Chi-Square Test o Creating XY (Scatter) Diagram Adding Charts o Creating a Chart o Formatting Charts o Modifying Chart Data Copyright 2011 Dataville Solutions Ltd. All Rights Reserved. 2

3 o Changing Chart Types o Printing a Chart Introducing Pivot Tables o An Introduction to Pivot Tables o Types of Data Appropriate for Pivot Table o Pivot Table Terminology o How to Create Pivot Tables o Pivot Table examples that answer specific questions about Data Data Analysis with Excel ANOVA o Anova: Single Factor o Anova: Two-Factor with Replication o Anova: Two-Factor without Replication Correlation Covariance Descriptive Statistics o Mean o Standard Error o Median o Mode o Standard Deviation o Kurtosis & Skewness Exponential Smoothing F-Test Two-Sample for Variances Fourier Analysis Histogram Moving Average Random Number Generation Copyright 2011 Dataville Solutions Ltd. All Rights Reserved. 3

4 Rank and Percentile Regression Sampling t-test: Paired Two Sample for Means t-test: Two-Sample Assuming Equal Variances t-test: Two-Sample Assuming Unequal Variances z-test: Two Sample for Means Quantitative Data Charts/Tables o Histogram/Freq. Charts o Box Plot o Control Charts o Stem and Leaf Plot o Stacked Histograms Qualitative Data Charts/Tables o Contingency Table o Bar Chart o Pie Chart One Population Inference Chi Square Tests Inference on Proportions o One Population Proportion o Two Population Proportion Regression o Simple Regression o Multiple Regression o Scatter Plot Time Series Analysis o Decompostion o Forecasting Copyright 2011 Dataville Solutions Ltd. All Rights Reserved. 4

5 o Autocorrelations Non-parametric Procedures o Mann-Whitney Test o Wilcoxon Test o Kruskal-Wallis Test o Friedman Test o Spearman Rank Correlation Confidence Interval for Mean Means and CIs for Multiple Samples Quality Control Process Chart Copyright 2011 Dataville Solutions Ltd. All Rights Reserved. 5

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