Univariate and multivariate statistics

    • [DOC File]APM 635 MULTIVARIATE STATISTICAL METHODS

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      APM 635 is a course in APPLIED multivariate statistical analysis. We will focus on: (1) the selection of proper multivariate analysis procedures to meet specific research objectives, (2) the advantages and disadvantages of different procedures, (3) statistical computing, and …

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    • [DOC File]The multivariate analysis of variance (MANOVA) is a ...

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      This multivariate result is the MANOVA. SPSS also automatically prints out univariate Fs for the separate univariate ANOVAs for each dependent variable. Typically, these ANOVA results are not examined unless the multivariate results (the MANOVA) are significant, and some statisticians believe that they should not be used at all.

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    • [DOC File]Data Screening Check List - California State University ...

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      Among continuous variables – whether searching for univariate or multivariate outliers the method depends on whether the data is grouped or not. If you are performing analyses with ungrouped data (i.e. regression, canonical correlation, factor analysis, or structural equations modeling) univariate and multivariate outliers are sought among ...

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    • [DOC File]Repeated Measures ANOVA versus Multivariate ANOVA …

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      There are more parameters to be estimated in the multivariate approach than in the univariate approach. Thus, if the assumption for univariate analysis is satisfied, one should use the univariate approach because it is more powerful. Huynh and Feldt (1970) give a weaker requirement for the validity of the univariate ANOVA F-test.

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    • [DOCX File]Chapter Four: Univariate Statistics - SSRIC | SSRIC

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      Chapter Four: Univariate Statistics Univariate analysis, looking at single variables, is typically the first procedure one does when examining data for the first time. There are a number of reasons why it is the first procedure, and most of the reasons we will cover at the end of this chapter, but for now let us just say we are interested in ...

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    • [DOCX File]National Academic Digital Library of Ethiopia

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      To equip them with skills of computing multivariate methods; To motivate them to apply the multivariate methods to solve real life problems. Learning outcomes . At the end of the course students are expected to: State the basic statistical ideas of multivariate data analysis; Use the basic multivariate statistical methods and interpret them.

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    • [DOC File]Regression and Multivariate Communication Research III

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      Review and extension: Univariate and Bivariate Statistics. T&F, Chapter 3 Ho. mework #1: Overview of data analysis plan. January 27 Review continued; Cleaning up your act. Homework #2 due: t-tests, ANOVA, correlations. T& F, Chapter 4; Homework 1& 2 re-dos due. February 3 Cleaning up your act, T& F, Chapter 4; Homework 1& 2 re-dos due.

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    • [DOC File]วิเคราะห์ความแปรปรวนพหุคูณ(Mutivariate Analysis of ...

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      ปุ่ม Statistics…จะปรากฏดังภาพประกอบ 18 ซึ่งปุ่มนี้จะอนุญาตให้เราเลือกวิเคราะห์ค่าสถิติพื้นฐานของกลุ่ม Univariate ANOVA และ Box’s test ซึ่ง ...

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    • [DOC File]Detecting Multivariate Changes in Biological Assemblages ...

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      Multivariate dispersion as a measure of beta diversity. Ecology Letters 9: 683-693. Anderson, M.J. 2006. Distance-based tests for homogeneity of multivariate dispersions. Biometrics 62: 245-253. Anderson, M.J. and Thompson, A.A. 2004. Multivariate control charts for ecological and environmental monitoring. Ecological Applications 14: 1921-1935.

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    • [DOCX File]Doubly Multivariate Analysis of RM Designs

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      given after the Averaged Multivariate Tests give us the same statistics that would obtain if we were to do univariate Nurs x Scent ANOVAs, one each on visits, time, and latency. In such ANOVAs, the interaction is significant for each dependent variables.

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