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nominal, ordinal, interval, regression

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Type of Dependent Variable (or Scale)

nominal, ordinal with 2, 3, or 4 levels binomial chi-square, logistic regression. Continuous ordinal with more than 4 categories, interval, ratio normal … http://www.upa.pdx.edu/IOA/newsom/da1/ho_levels.pdf
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APPENDIX E: CHOOSING STATISTICAL TESTS

In logistic regression nominal and ordinal variables can be used to predict … An interval/ratio variable by a mixture of nominal and interval variables … http://www.surveymethods.co.uk/appendixe.pdf
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Ordinal Regression

variables as if they are nominal? Should you substitute some sort of scale (for example, numbers 1 to 5) and pretend the variables are interval? … The SPSS Ordinal Regression procedure, or PLUM (Polytomous Universal … http://www.norusis.com/pdf/ASPC_v13.pdf
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APM284351 262..264

ability for ordinal, nominal, interval, and ratio data are described and explained. Part 2 of the book contains four chapters on applied regression analysis … http://apm.sagepub.com/cgi/reprint/30/3/262.pdf
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Multinomial and ordinal logistic regression using PROC LOGISTIC

For nominal DVs, the coding is completely arbitrary, and for ordinal DVs it is ….. If you see that one or more IVs has a very large confidence interval, … http://www.nesug.org/Proceedings/nesug05/an/an2.pdf
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Data Analysis: Analyzing Data – Inferential Statistics

use regression on ordinal data. Like correlation, regression analysis … independent variables are nominal, ordinal, interval, or some mixture thereof. … http://www.preciousheart.net/chaplaincy/Auditor_Manual/20inferd.pdf
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BASIC STATISTICS

Nominal. Chi-square Test of Independence. Z Test of Proportions. Logistic Regression. Nominal. Nominal, Ordinal, Interval, and. Ratio. Logistic Regression … http://www.mtsu.edu/~dkfuller/psy629/notes/review1.pdf
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Microsoft Word – Document1

Linear Regression and Multiple Linear Regression (MLR) 17 … Wmgfásh the four scales of measurement: nominal, ordinal, interval and ratio variables … http://repository.ui.ac.id/dokumen/lihat/5764.pdf
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JMP – AN INTRODUCTORY USER’S GUIDE

by SJ McMurry – 1992 – Related articles http://www.dartmouth.edu/~chance/teaching_aids/JMP.guide.pdf
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Logistic Regression Day 2: Diagnostics and Multi-Category …

If someone suggests a logistic regression model, the student can … 2.1 Nominal, Ordinal, Interval. Nominal variable: all measurement information is … http://pj.freefaculty.org/stat/LogisticRegression/Logit2-1_0.pdf
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Statistical Analysis

correlation coefficient and multiple regression — make up the bulk of our study … Statistical Flowchart. Interval/Ratio? Ordinal? Nominal? Relationships … http://www.napce.org/articles/Research Design Yount/05_analysisflow_4th.pdf
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CHAPTER TWO PREDICTIVE PROBABILITY MODELS Conceptual Framework …

by RB Easterbrook – 1999addition, logistic regression analysis readily accepts mixtures of nominal, ordinal, interval, and ratio scaled independent variables. … http://scholar.lib.vt.edu/theses/available/etd-032799-154323/unrestricted/Chptr_2.PDF
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Statistical Analyses by Scale

Nonlinear Regression equation. Causality. Ordinal Regression. Ordinal. Single. Interval(dummy). Multiple. Nonlinear Regression equation. Causality. Nominal … http://www.masil.org/documents/typology.pdf
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NOTE F: DATA INPUT ERRORS

These levels are nominal, ordinal, interval, ratio and absolute. (See … regression with that variable is in error. The standard error and the coefficient … http://www.daheiser.info/excel/notes/NOTE G.pdf
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NOTE AB: LIKERT SCALE VARIABLES

by D JonesThese have ways of doing the analysis as nominal, ordinal, and …… as ANOVA or regression that assume the data are metric (interval or ratio). … http://www.daheiser.info/excel/notes/NOTE J.pdf
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Regression with qualitative and quantitative variables: An …

A method is discussed which extends canonical regression analysis to … variables (criterion included) may be nominal, ordinal or interval. The … http://www.springerlink.com/index/M1024031828410MT.pdf
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Multivariate Regression with Multiple Category Nominal or Ordinal …

Category Nominal or Ordinal Measures: Extending the Basic Logistic Regression. Model. How do we analyze a dependent variable with more than two categories? … http://www.springerlink.com/index/H2R33GGJ35383426.pdf
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From GLM to GLIMMIX-Which Model to Choose?

PROC GLM? Since ANOVA assumes class levels (ie nominal data), and regression assumes interval data, there is no real provision for ordinal variables. … http://www.technion.ac.il/usg/stat/SAS/SAS-Glimmix/From GLM to GLIMMIX-Which Model to Choose.pdf
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When to Use a Particular Statistical Test

Is my dependent variable nominal, ordinal, interval, or ratio? nominal – chi square, logistic regression dichotomous – logistic regression … http://www.uvm.edu/~wbowden/Research/Grads/When_to_use_what_stat_test.pdf
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Combining a Statistical Language Model with Logistic Regression to …

by TL François – Cited by 1 http://www.aclweb.org/anthology/E/E09/E09-3003.pdf
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Health Studies 32100 Introduction to Biostatistics Summer 2009 …

Identify and give examples of nominal, ordinal, interval-scale and ratio-scale … Estimate and interpret the parameters in a linear regression model using … http://health.bsd.uchicago.edu/rathouz/HS321/HS321syllabus2009.pdf
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Quantitative Analysis – Elementary Political Science 685 …

Week 7: Testing Relationships for Nominal, Ordinal, and Interval Data: Chi-Square Tests, Contingency Problems,. Correlation, & Regression … http://polisci.osu.edu/courses/syllabus project/ps685/ps685_BoxSteffensmeier_wi97.pdf
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POLI 300 PROBLEM SET #13 12/14/09 REGRESSION AND CORRELATION …

regression slope and the correlation coefficient are zero divided by zero …. dichotomous and the nominal/ordinal/interval distinction applies only to non- … http://userpages.umbc.edu/~nmiller/POLI300/PS13.A&D.pdf
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QNT 561 Applied Business Research and Statistics Version 1 2/01/08

Correlation, Linear Regression, and Multiple Regression Analysis ….. o Classify your findings in order of power (nominal, ordinal, interval, and ratio). … http://cdn-static.phoenix.edu/content/dam/uphx/colleges_and_divisions/military_overseas/qnt-561-syllabus.pdf
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Faculty Development Program

the association between Y and any type of X variable (nominal, ordinal, or interval), while controlling for other variables (other Xs). Logistic regression … http://www.cchil.org/cru/images/education/cccf5b3d77e13a19db67c6c734f9fbda.pdf
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Building Classification and Regression Trees Using SAS Enterprise …

9 Apr 2004 … regression trees are created. The predictor variables can be either … way splits based on nominal, ordinal, and interval inputs. … http://www.cscu.cornell.edu/news/statnews/stnews62.pdf
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Lecture 5: Regression for Dummies What is the definition of an …

What is an interval level variable? There are different categories—different … “dummy†variable out of either nominal or ordinal data if we have only 2 … http://dcann.myweb.uga.edu/lect05.pdf
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BIOSTATISTICS I (E10.2995, U10.2995, D60.7040, N41.3501) FALL 2008

Nominal, ordinal, interval, ratio. Continuous, discrete. 4) Unit of analysis … 12/02/2008 Regression con’t (Chapter11 skip 511-539) … http://steinhardt.nyu.edu/scmsAdmin/uploads/003/501/E10.2995Fa08.pdf
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AN OVERVIEW OF MULTIVARIATE DATA ANALYSIS

either nominal, ordinal, interval or ratio scales. Multiple regression is appropriate method to analyze a single metric dependent variable related to two … http://www.perbanasinstitute.ac.id/ingenious/article/ingenious1/AN OVERVIEW OF MULTIVARIATE DATA ANALYSIS.pdf
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Microsoft PowerPoint – Regression Analysis of Sales Data.ppt [Read ...

analogous to coefficients in regression analysis ... Nominal, ordinal and interval. – Code nominal and ordinal as dummies ... http://www.real-analytics.com/FINC_674/Regression Analysis of Sales Data.pdf
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Microsoft PowerPoint - IR_SAS_Webinar_DM

Benefits of Trees. ∎ Interpretability. – tree-structured presentation. ∎ Mixed Measurement Scales. – nominal, ordinal, interval. ∎ Regression trees ... http://www.sasenterpriseminer.com/documents/OverviewOfDataMining.pdf
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Department of Instructional Technology and Research

21 Jun 2006 ... Construct and interpret tables for categorical and interval scale scores. ... four scales of measurement: nominal, ordinal, interval, and ratio. ... Use SPSS to conduct a regression analysis, stating a conclusion based ... http://www.leadership.fau.edu/courses_NEW/STA 6113.pdf
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Microsoft PowerPoint - Data Analysis.ppt [Compatibility Mode]

Regression Analysis. ∎ Independent variables are usually nominal, ordinal or interval/ratio. When they are nominal or ordinal regression … http://salises.mona.uwi.edu/sem1_08_09/SALI6012/Data_Analysis/Data Analysis.pdf
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Quantitative Data

following: nominal, ordinal, interval and ratio scales; hypothesis, significance, test; validity …. Logistic Regression – how well does a set of variables … http://kevinmorrell.org.uk/Quantitative Methods Basic Introduction.pdf
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George Mason University

Includes univariate and bivariate statistics and regression analysis. …. of association appropriate for nominal, ordinal, interval and ratio data. … http://chhs.gmu.edu/pdf files/department of global and community health/syllabi/2009-Fall/GCH-601-003-F09.pdf
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Comparison of two generalized logistic regression models; a case …

Nominal and ordinal logistic regression models were used to analyze the impact of several predictors ….. (95% confidcncc interval is from 1.7 to 7.0) than … http://ieeexplore.ieee.org/iel5/8683/27508/01225345.pdf?arnumber=1225345
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Regression for ordinal variables without underlying continuous …

by V Torra – 2006 – Cited by 16 http://crises-deim.urv.cat/webCrises/publications/isijcr/torradomingomateong_infscience.pdf
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Slide 1

Numeric. Zero? Nominal. Ordinal. Interval. Ratio. (Two-step questions) … Simple linear regression. Comparison between Groups. Relationship … http://www.ace.upm.edu.my/~bas/SPSS_Notes/Topic 1 Basic Statistical Concepts.pdf
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Which is the correct statistical test to use?

by E McCrum-Gardner – 2008 – Related articles http://oralpathol.dlearn.kmu.edu.tw/case/Journal reading-intern-08-12/statistical use-review-BJOMFS-2008.pdf
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Association between Two or More Variables

understand and can be used with nominal, ordinal, interval, or ratio data. …. a regression line for the two variables. In this example one might state … http://www.ssric.org/files/census/pdf/Chapt_4_Association.pdf
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MISUSE OF STATISTICAL METHODS IN BUSINESS APPLIED RESEARCH …

Nominal / Ordinal. Contingency Tables. Analysis of Variance. Independent Variables are. Interval / Ratio. Discriminant Analysis. Regression Analysis … http://www3.ntu.edu.sg/nbs/sabre/working_papers/09-96.pdf
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Practical Introduction to Interpolation and Geostatistics

(choose: nominal/ordinal/interval/ratio) ….. in the appendix for the results of classification and regression. (Or alter- … http://www.geog.uu.nl/~pebesma/geos/geos.pdf
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MULTIPLE REGRESSION AS A GENERAL DATA-ANALYTIC SYSTEM 1

by J COHEN – 1968 – Cited by 794 http://www.unt.edu/rss/class/mike/6810/articles/Cohen1968glm.pdf
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W4910 F08

Bivariate Regression Analysis. Bivariate distribution for interval/ratio level … ordinal level (not nominal) to thereby treat as interval level). … http://www.columbia.edu/cu/polisci/pdf-files/2008F_4910_Shapiro.pdf
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ORDINAL REGRESSION MODELS FOR EPIDEMIOLOGIC DATA Health status is …

situations have more than 75% of the efficiency of ordinal regression models, …… t CI, 95 per cent confidence interval. X Likelihood ratio test against … Polytomous logistic regression models for nominal (unordered categorical) re … http://aje.oxfordjournals.org/cgi/reprint/129/1/191.pdf
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ASSOCIATION OF BUSINESS EXECUTIVES BUSINESS MANAGEMENT DIPLOMA 1 …

are the nominal, ordinal, interval and ratio scales. … where b is the slope of the least-squares regression line, σx is the standard … http://www.abeuk.com/pdf/studymanuals/quantitative_methods_for_business_and_management.pdf
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AP Statistics Outline

Nominal, Ordinal, Interval, Ratio Scales. E. Data collection. 1). Random Sampling … Homework #5 (Scatterplots, Correlation and Regression) … http://mysite.cherokee.k12.ga.us/personal/wright_vermilya/site/Important Class Documents/1/CP Statistics First Semester Outline 2009.pdf
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Appendix A M. Tech (Information Systems & Management) Semester 1 …

Simple Regression Analysis. Bivariate regression. Linear and nonlinear … Nominal, Ordinal, Interval, and. Ratio Typologies are Misleading. … http://www.isim.ac.in/pdf/isim-syllabus.pdf
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An Analysis of Statistical Models and Features for Reading …

tested statistical models for nominal, ordinal, and interval scales of measurement. The re- ….. text and a vector of regression coefficients estimated … http://www.cs.cmu.edu/~mheilman/papers/readability07_v5.pdf
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Solving Standard Multiple Regression Problems

nominal level variables. We can extend our use of multiple regression to include these …. convention of treating ordinal variables as interval … http://www.utexas.edu/courses/schwab/sw388r7_spring_2007/SolvingProblemsInSPSS/Solving Standard Multiple Regression Problems.pdf

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