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QM 2113 -- Fall 2003 Statistics for Decision Making Exam #1 & Excel Exercises/Applications Instructor: John Seydel, Ph.D. Student Objectives Exam 1: demonstrate understanding of basic descriptive statistics Univariate analysis Quantitative data (charts and numeric measures) Qualitative data ...

Date added: May 9, 2014 - Views: 1

Basic Marketing Research: Using Microsoft Excel Data Analysis ...

Basic Marketing Research: Using Microsoft Excel Data Analysis, 3rd edition. ... Multiple regression analysis is an expansion of bivariate regression analysis such that more than one independent variable is used in the regression equation.

Date added: April 20, 2013 - Views: 41

Analyzing Survey Data - University of Nevada, Las Vegas

... from Paper Surveys SurveyMonkey SelectSurvey.Net Survey Analysis Paper surveys Put data in spreadsheet format using excel or SPSS Columns represent ... For bivariate correlations or ... Survey Data Prior to Analysis Prior to Analysis Prior to Analysis Survey Design ...

Date added: October 25, 2011 - Views: 315

Measures of Association for contingency tables 4

... when performing bivariate analysis of ordinal variables, ... p. 329, don’t peek) [excel ch8sk2] Gen ex 2, p. 338 Lambda (cont.) 4 by SPSS ( p. 301) Reading the table: Symmetric value of : neither ...

Date added: November 19, 2011 - Views: 20

Statistics Bivariate Analysis - Canyon Crest Academy Library ...

Statistics Bivariate Analysis Minutes Exercised Per Day vs. Weighted GPA By: Student 1, 2, 3 Why did we choose this study? Exercise is a vital part of staying healthy and living an active and accomplished lifestyle.

Date added: May 26, 2013 - Views: 8

Bivariate Regression Analysis - Texas A&M University

Bivariate Regression Analysis Author: Hank C. Jenkins-Smith Last modified by: Hank Jenkins-Smith Created Date: 2/10/1999 9:46 ... UNM Institute for Public Policy Other titles: Times Blank Presentation Microsoft Equation Microsoft Excel Worksheet Minimizing e2: A Refresher in Calculus What’s in ...

Date added: January 28, 2013 - Views: 6

Chapter 14 Quantitative Data Analysis - College of Liberal ...

... IV goes in the columns Bivariate Analysis Bivariate Tables / Crosstabs are appropriate for all types of variables, ... headings & enter each case Entering Data ASCII files are useful because they can be transformed or used in almost all analysis programs Upload to SPSS, Excel, ...

Date added: December 22, 2012 - Views: 49

HIM 3200 Bivariate Analysis - Weber State University

Times New Roman Symbol Default Design Microsoft Excel Worksheet MHA 6350 Bivariate Analysis Correlation A perfect positive correlation (+1.00) A perfect negative relationship (-1.00) A high positive relationship (.87) A low negative relationship (-.31) A ...

Date added: May 9, 2013 - Views: 8

Stata analysis, part 2 - Universitetet i oslo

Title: Stata analysis, part 2 Author: hest Last modified by: Hein Stigum Created Date: 12/21/2005 2:25:59 PM Document presentation format: Skjermfremvisning,%20Regression.ppt

Date added: October 24, 2011 - Views: 91

Slide 1

LO12-4: Fit a simple regression on an Excel scatter plot. ... Chapter 12 Simple Regression 12-* Begin the analysis of bivariate data (i.e., two variables) with a scatter plot. A scatter plot - displays each observed data pair (xi, yi) ...

Date added: October 1, 2013 - Views: 4

SPSS Tutorial - California State University, Channel Islands

SPSS You can open an excel file directly from SPSS ... Graphs Graphs / Histogram Graphs / Pie or Graphs / Interactive / Pie Correlations Analyze / Correlate / Bivariate Choose ... basic steps Select the variables to perform the analysis Set the rule to extract principal components ...

Date added: September 11, 2012 - Views: 67

Chapter 4: Describing the Relation between Two Variables

Variable Association Bivariate Data Example 1 Example 2 Response & Explanatory ... Scatterplots Example Scatterplots & Excel Example Positive & Negative Associations Positive & Negative Association in ... In the Tools menu, select Data Analysis. In the Data Analysis window, select ...

Date added: September 21, 2011 - Views: 23

Contingency tables: multivariate analysis and elaboration

The principle is identical as in bivariate analysis. The goal of 3rd level of sorting data is in principle: More detailed description (in sub ... Arial Výchozí návrh Dokument aplikace Microsoft Word List aplikace Microsoft Office Excel Quantitative Data Analysis I. Multivariate ...

Date added: June 21, 2014 - Views: 1

Statistical methods - Universitetet i oslo

... distribution and scatter Bivariate analysis Regression Model estimation Test of assumptions Independent ... Times New Roman Arial FHI lys Microsoft Formelredigering 3.0 Microsoft Office Excel-regneark Microsoft Office Excel Worksheet Microsoft Office Excel 97-2003 Worksheet ...

Date added: May 5, 2013 - Views: 5

No Slide Title

Statistics: Bivariate Regression Analysis Bivariate regression model. The basic regression equation is Yi = + Xi + ei, where Y ... EXCEL Correlations can be determined in EXCEL by using the TOOLS>DATA ANALYSIS>CORRELATION function.

Date added: October 13, 2011 - Views: 14

THE STANDARD NORMAL CURVE - George Mason University

Bivariate Description Heibatollah Baghi, and Mastee Badii OBJECTI VES Define bivariate and univariate statistical tests. Explain when to use correlational techniques to answer research questions.

Date added: August 25, 2011 - Views: 29

Conclusion to Bivariate Linear Regression - University of Regina

Conclusion to Bivariate Linear Regression Economics 224 – Notes for November 19, 2008 Reporting regression results Equation format OR table format.

Date added: December 5, 2011 - Views: 19

Exploring Microsoft Word 2003 - College of Liberal Arts and ...

Microsoft Word & Excel 2003 ... presentations Presenting Data Properly Presenting Data Properly Presenting Data Properly Presenting Data Properly Bivariate Analysis Analysis with two variables for description or explanation Involves table construction Tables vary based on the type of ...

Date added: December 9, 2013 - Views: 7

Chi Square Test of Independence - San Jose State University

Social relationships and phenomena are usually more complex than is allowed for in only a bivariate analysis. Multivariate analyses are ... 굴림 Verdana Arial Unicode MS Symbol Wingdings Tahoma Breeze 1_Breeze 2_Breeze 3_Breeze 4_Breeze Microsoft Excel Chart ANOVA and Linear ...

Date added: May 9, 2013 - Views: 11

Desc. Stat. - Sonoma State University

Exploratory Data Analysis The Box-and-Whisker Plot Bivariate Data Sample Covariance Bivariate Data Sample Covariance ... the weaker any linear relationship The Correlation Coefficient The Correlation Coefficient Using Microsoft Excel Select Tools/Data Analysis Choose Correlation from the ...

Date added: August 18, 2013 - Views: 14


multivariate analysis bivariate analysis univariate analysis both A and B ANSWER: D. Multivariate ... No answer Abbreviated Variable Name Numerical Label Definition of the Variable Variable Attributes Data Entry Excel SPSS Univariate Analysis Univariate Analysis – The analysis of a ...

Date added: October 1, 2011 - Views: 89

Questionnaire Development: SPSS and Reliability

... Google Docs and Excel Open Google Docs Spreadsheet Download Spreadsheet to Desktop in Excel Format Open ... Your Questionnaire with Validity Questionnaire I want to correlate MyHappy with ValidHappy Go to Analyze > Correlate > Bivariate Output from Correlation Analysis Click OK ...

Date added: September 6, 2012 - Views: 20

Sensation & Perception - San Jose State University

... Y Statistical Control Using Multivariate Analysis Statistical Control Using Multivariate Analysis Simpson’s Paradox In each of these examples, the bivariate analysis ... Statistics for Managers Using Microsoft® Excel 4th Edition, ...

Date added: May 2, 2013 - Views: 13

Correlation - Ithaca College

Linear Correlation Analysis ... but are not normally distributed (e.g. are severely skewed) X and Y do not follow a bivariate normal distribution What is a Bivariate Normal ... (1994) Hand Calculation Computing Pearson r in EXCEL Step #1 Step #2: Insert Function (Pearson) Step #4: Format ...

Date added: November 18, 2011 - Views: 64

DMAIC: Improve

Regression Using Excel (Reed Auto – previous TV ads example) ... Same concepts as in Bivariate Analysis. Multiple Regression Y is the response variable and is assumed to be related to the k predictors (X1, X2, … Xk) Regression Model: ...

Date added: August 24, 2013 - Views: 8

LSSG Black Belt Training -

Regression Analysis Modeling Relationships Regression Analysis Regression Analysis is a study of the relationship between a set of independent variables and the dependent variable.

Date added: January 31, 2012 - Views: 7

PowerPoint Presentation

* Outline Review of Concepts (stats and scales) Data entry (the workspace and labels) By hand Import Excel Running an analysis- frequency, ... Click Analyze- Correlate- Bivariate 29. Move the two variables of interest to the right side (age & income), click OK * Running Analyses (Correlation) ...

Date added: August 20, 2011 - Views: 197

SPSS Tutorial 101: Import, Merge and Save Data Sets

The format is ready for analysis. SAS, Excel, txt, etc. data can be easily imported to SPSS. SPSS data files are saved as “SPSS data document (.sav)”. ... click Analyze-> Correlat-> Bivariate Correlation Pearson and Spearman Correlation Simple Regression Tasks Continue using anemia data.

Date added: November 11, 2011 - Views: 150

ch13.ppt - College of Science

Simple Regression Analysis bivariate (two variables) linear regression -- the most elementary regression model dependent variable, the variable to be predicted, usually called Y independent variable, ... Excel Summary Output Residual Analysis: ...

Date added: May 29, 2013 - Views: 9

Brief Intro to Statistics - Arizona State University

After making adjustments to Excel, ... Analyze > Correlate > Bivariate … Regression Analysis (Strength_Injury data) Analyze > Regression > Linear … Regression Equation: Y = a + bx a = y intercept B = coefficient (slope) ...

Date added: August 23, 2011 - Views: 99

Lecture 9: Layout - Dr Cath

Simple Statistics Bivariate Analysis – this involves the relationship between two variables. The simplest form is a cross-tabulation. ... SAS or even Excel. Coding Questions What sex are you? Male q Female q How old are you?

Date added: September 14, 2011 - Views: 38

Introduction to SPSS -

... Excel”, then open “CSSCR_Aut12_SPSSintro.xls” IMPORTING A DATA FILE The GUI ... or "Pearson's correlation” -ANALYZE > CORRELATE > BIVARIATE -Move the variables of interest over with the arrow -Select the options you would like to apply to the correlation analysis (Statistics ...

Date added: May 6, 2013 - Views: 13

Probability Density Functions - University of Wisconsin–Madison

Uncertainty Analysis for Engineers. Random Variables. Let y1 and y2 represent the values of the two dice. Let x=y1+y2. ... Two continuous random variables are said to have a bivariate or joint pdf f(x,y) if. Uncertainty Analysis for Engineers. Types of pdfs.

Date added: April 22, 2013 - Views: 16

PowerPoint Presentation

Exploratory Data Analysis; coined by Tukey 1977 ... Histograms Raw data hidden Division to categories arbitrary Excel, ... every outlier Can be done for a single distribution or comparing several Normal probability plots will be covered later Bivariate (2 variable) ...

Date added: August 4, 2013 - Views: 4

Stat Review 1 - California State University, Northridge

... Multivariate Univariate only one DV, can have multiple IVs Bivariate two variables no ... Design is more important than analysis When is MV analysis not useful Hypothesis is univariate use a ... Visio Drawing Microsoft Excel Worksheet Multivariate Statistics ...

Date added: October 7, 2011 - Views: 31

Analysis of Medical Data - Florida State University College ...

Analysis of Medical Data Research Perspective Nancy B. Clark. ... Excel, SPSS Use software to ... Bivariate Select Age Select Pathological Tumor Size Check Pearson and Spearman – Two tailed OK Is there a correlation? Negative or Positive?

Date added: March 12, 2013 - Views: 43


One variable at a time (Univariate Analysis) Two variables at a time (Bivariate Analysis) Multiple variables at a time (Multivariate Analysis) Two stages: reduce the data to a single relatively compact table (frequency table, crosstabulation, control table, etc.) or corresponding chart ...

Date added: August 27, 2011 - Views: 572

Slide 1

And average income per educational attainment level * Aims of Bivariate Analysis…to answer 3 questions Does a relationship exist? What is the ... Wingdings 2 Calibri Times New Roman Oriel 1_Oriel 2_Oriel 3_Oriel 4_Oriel 5_Oriel 6_Oriel Microsoft Office Excel Chart Migration: A ...

Date added: May 21, 2014 - Views: 1

PowerPoint Presentation

Univariate & Bivariate Analysis. MS Excel most commonly used. Building statistical models to. predict desired behaviors. Multivariate Analysis. Linear/Logistic Regression, Cluster Analysis, etc. SAS, SPSS are most popular. Definition. Techniques. Tools.

Date added: July 5, 2014 - Views: 1

PowerPoint-præsentation - AAU

... SAS and STATA What about Excel? Todays ... Recoding variables and defining variable properties Filtering the data set Bivariate and multivariate cross-table analysis Bivariate and multivariate analysis with an interval scaled dependant variable Computing new variables A short look ...

Date added: August 8, 2013 - Views: 5

Practical Business Statistics, Sixth Edition

... School of Business and Statistics Department Ph.D. in Statistics from Stanford while studying both theory and data analysis ... PowerPoint slides, Excel Guide Outline Why I chose to write this book My ... The traditional t-statistic is also presented in detail. Bivariate Data Examples ...

Date added: November 19, 2013 - Views: 17

Analysis of Nominal and Ordinal Data - Aaron D. Schroeder, PhD

Analysis of Nominal and ... taking each value of a given variable A “bivariate” frequency distribution presents the number of cases that fall into each possible pairing of the values or categories of two variables simultaneously Constructing Contingency Tables ... (like excel) The “wizards ...

Date added: October 1, 2011 - Views: 36

Slide 1

We can use regression analysis to evaluate bivariate and multivariate relationships ... Consider the following Excel spreadsheet which depicts the hypothetical relationship between the percent of votes given to a political party in a proportional representation system and the percent of seats ...

Date added: September 27, 2012 - Views: 12

Slide 1

Analysis Output to Excel format Prepared output of frequencies Specify simple bivariate analyses Our Results What questions should we ask?

Date added: August 4, 2013 - Views: 4

Overview – Courses - STT-consulting

Laboratory Statistics & Graphics with EXCEL® Tutorial book Dietmar Stöckl [email protected] With thanks to Linda M Thienpont [email protected]

Date added: September 30, 2011 - Views: 46

Outline - AIDS 2012 - Programme-at-a-Glance

Data Collection & Analysis. Ongoing analysis of trends in case detection. Routine monitoring of output and outcome data. Univariate/bivariate analysis of survey data

Date added: July 24, 2013 - Views: 7

Sample Slide Heading Image -

... in mean between two groups Finding differences in mean between more than 2 groups Linear regression and correlation for bivariate analysis Analysis of categorical data (contingency tables) Analysis of time-to-event data (survival analysis) ... ...

Date added: July 1, 2012 - Views: 5

PowerPoint Presentation

The discussion of cross-tabulation will be limited to the relationship between two categorical variables (bivariate analysis) ... For easy reference, the proportions have been calculated in Excel and are reproduced in the slide above.

Date added: October 22, 2011 - Views: 76

Statistics for Managers Using Microsoft Excel, 4/e

Using Microsoft® Excel ... (called bivariate data) ... who scored high on the first test tended to score high on second test Pitfalls in Numerical Descriptive Measures Data analysis is objective Should report the summary measures that best meet the assumptions about the data set Data ...

Date added: October 12, 2011 - Views: 53

Social Science Reasoning Using Statistics

... and with SPSS We learned about Spearman’s Rho We learned how to get a scatter plot using SPSS We learned about bivariate regression One x (predictor ... Standardized coefficients We’ll get back to these numbers in a few weeks In Excel With Data Analysis “Tool Pack” you can ...

Date added: February 27, 2014 - Views: 1