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Published byGwendoline Harrison Modified over 9 years ago
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QM 2113 - Spring 2002 Statistics for Decision Making Excel for Statistics: An Overview
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Student Objectives Perform basic Excel tasks – Building formulae – Copy/paste – Insert rows/columns – Move – Modify displays Use Excel functions for basic statistics – Descriptives: mean, median, standard deviation, quantiles – Integrate with presentation features Summarize guidelines for spreadsheet design and development
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First,... Turn in your homework – Histograms – Bar charts – Quantiles for KIVZ – Old stuff (look at the roster) eMail address Questionnaire info Monday: meet in BU 221
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Here’s an Exercise Goal: – Demonstrate Excel formulae and display concepts – Application to data analysis – But not a demo of Excel’s statistics capability Given income values: $76,723 $37,452 $22,557 $60,155 Calculate average & standard deviation Create attractive tabular display
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Working the Exercise (Quick & Dirty) Column A: type values (no $ or comma) Use Excel’s tool to sum values Divide sum by n (use COUNT, not 4) Column B: subtract x-bar (use absolute addressing) from first x value Copy result down 3 cells Column C: square first deviation and copy result down 3 cells Sum squared deviations Divide result by n-1 Take square root of the result
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Working the Exercise (Cleaning it Up) Insert four rows at top and 1 column at left Create column headings Center, boldface, and italicize column headings Adjust column widths Format raw data values as currency with 0 decimal places Format intermediate calculations appropriately Add appropriate labels for x-bar and s Create an overall centered title for table
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Now, Let’s Use Excel More Efficiently KIVZ data: analysis of McCall incomes Download dataset from the Web – Don’t open within browser – Instead, save to disk and then open in Excel Enter data into Column A (type or copy from original worksheet)
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Using Excel’s Built-In Functions Summarize central tendency – Mean (AVERAGE) – Median (MEDIAN) Summarize spread – Standard deviation (STDEV) – Range (MAX and MIN) Calculate also – Percentiles – Cumulative frequency
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Spreadsheet Guidelines Save your work often (once per step) Keep in mind that spreadsheets are typically reused – Updated data – Modified to fit similar situations – Use Data Analysis tool only as quick & dirty Avoid using constants in formulae Keep data separate from cells with calculations Consider locking cells involving calculations Do whatever it takes not to type data
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Odds & Ends Inference examples – Hypothesis testing – Estimation Some notes on variation – What’s a “variance”? – The CV: answering the question “How much is much?” – Where is the variation? Median versus mean Skew Using the histogram to address this question Discrepancies in quantile computations
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Homework Use Excel to calculate average income and standard deviation for Channel 6 as demonstrated in first exercise Use Excel statistical functions to calculate descriptive statistics for overall McCall viewing time More info to be posted at website
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